Shuo Li

464 papers A* 19A 4B 10Misc 1Journal 293Unranked 119
YearRankTypeTitle / Venue / Authors
2026 J jnl
A high-performance lightweight network for real-time view recognition and quality control in transthoracic echocardiography.
Expert Syst. Appl.
Peng Hong, Ziyi Chen, Xueying Tan, Xiaoxue Fan, Lisheng Xu, Shuo Li, Dongming Chen, Feifei Sun
2026 J jnl
Adaptation Follow Human Attention: Gaze-Assisted Medical Segment Anything Model.
IEEE Trans. Circuits Syst. Video Technol.
Rongjun Ge, Ruiyi Li, Chong Wang, Yuxin Liu, Heng Zhu, Jean-Louis Coatrieux, Daoqiang Zhang, Jian Lu, Yang Chen, Shuo Li, Yuting He
2026 J jnl
Adaptive multi-teacher knowledge distillation framework with foundation models for medical image analysis.
Comput. Medical Imaging Graph.
Dudu Liu, Yuan Gao, Ningyi Zhang, Xin Wang, Tianyu Zhang, Ming Fan, Yue Sun, Shuo Li, Tao Tan
2026 A* conf
Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation.
AAAI
Fanding Li, Xiangyu Li, Xianghe Su, Xingyu Qiu, Suyu Dong, Wei Wang, Kuanquan Wang, Gongning Luo, Shuo Li
2026 J jnl
Anatomy-Aware Text-Visual Fusion with Dual-Perspective Prompts for Fine-Grained Lumbar Spine Segmentation.
Int. J. Comput. Vis.
Sheng Lian, Jianlong Cai, Dengfeng Pan, Guang-Yong Chen, Hao Xu, Fan Zhang, Guodong Fan, Jialun Pei, Shuo Li
2026 J jnl
Anatomy-guided prompting with cross-modal self-alignment for whole-body PET-CT breast cancer segmentation.
Medical Image Anal.
Jiaju Huang, Xiao Yang, Xinglong Liang, Shaobin Chen, Yue Sun, Greta Sp Mok, Shuo Li, Ying Wang, Tao Tan
2026 J jnl
Beyond Benchmarks of IUGC: Rethinking Requirements of Deep Learning Methods for Intrapartum Ultrasound Biometry from Fetal Ultrasound Videos.
CoRR
Jieyun Bai, Zihao Zhou, Yitong Tang, Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Jillian Clarke, Weidong Cai, Jacqueline Spurway, Yubo Tang, Shiye Wang, Wenda Shen, Wangwang Yu, Yihao Li, Philippe Zhang, Weili Jiang, Yongjie Li, Salem Muhsin Ali Binqahal Al Nasim, Arsen Abzhanov, Numan Saeed, Mohammad Yaqub, Zunhui Xian, Hongxing Lin, Libin Lan, Jayroop Ramesh, Valentin Bacher, Mark Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale, Assanali Serikbey, Jiankai Li, Sung-Liang Chen, Zicheng Hu, Nana Liu, Yian Deng, Wei Hu, Cong Tan, Wenfeng Zhang, Mai Tuyet Nhi, Gregor Koehler, Rapheal Stock, Klaus Maier-Hein, Marawan Elbatel, Xiaomeng Li, Saad Slimani, Victor M. Campello, Benard Ohene-Botwe, Isaac Khobo, Yuxin Huang, Zhenyan Han, Hongying Hou, Di Qiu, Zheng Zheng, Gongning Luo, Dong Ni, Yaosheng Lu, Karim Lekadir, Shuo Li
2026 J jnl
Beyond benchmarks of IUGC: Rethinking requirements of deep learning method for intrapartum ultrasound biometry from fetal ultrasound videos.
Medical Image Anal.
Jieyun Bai, Zihao Zhou, Yitong Tang, Jie Gan, Zhuonan Liang, Jianan Fan, Lisa Mcguire, Jillian Clarke, Tom Weidong Cai, Jacqueline Spurway, Yubo Tang, Shiye Wang, Wenda Shen, Wangwang Yu, Yihao Li, Philippe Zhang, Weili Jiang, Yongjie Li, Salem Muhsin Ali Binqahal Al Nasim, Arsen Abzhanov, Numan Saeed, Mohammad Yaqub, Zunhui Xia, Hongxing Li, Libin Lan, Jayroop Ramesh, Valentin Bacher, Mark Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale, Assanali Serikbey, Jiankai Li, Sung-Liang Chen, Zicheng Hu, Nana Liu, Yian Deng, Wei Hu, Cong Tan, Wenfeng Zhang, Mai Tuyet Nhi, Gregor Koehler, Rapheal Stock, Klaus Maier-Hein, Marawan Elbatel, Xiaomeng Li, Saad Slimani, Victor M. Campello, Benard Ohene-Botwe, Isaac Khobo, Yuxin Huang, Zhenyan Han, Hongying Hou, Di Qiu, Zheng Zheng, Gongning Luo, Dong Ni, Yaosheng Lu, Karim Lekadir, Shuo Li
2026 J jnl
CalDiff: Calibrating Uncertainty and Accessing Reliability of Diffusion Models for Trustworthy Lesion Segmentation.
IEEE J. Biomed. Health Informatics
Xinxin Wang, Mingrui Yang, Sercan Tosun, Kunio Nakamura, Shuo Li, Xiaojuan Li
2026 J jnl
Causality-Adjusted Data Augmentation for Domain Continual Medical Image Segmentation.
IEEE J. Biomed. Health Informatics
Zhanshi Zhu, Qing Dong, Gongning Luo, Wei Wang, Suyu Dong, Kuanquan Wang, Ye Tian, Guohua Wang, Shuo Li
2026 A* conf
DeepBooTS: Dual-Stream Residual Boosting for Drift-Resilient Time-Series Forecasting.
AAAI
Daojun Liang, Jing Chen, Xiao Wang, Yinglong Wang, Shuo Li
2026 J jnl
Diversity-driven MG-MAE: Multi-granularity representation learning for non-salient object segmentation.
Medical Image Anal.
Chengjin Yu, Bin Zhang, Chenchu Xu, Dongsheng Ruan, Rui Wang, Huafeng Liu, Xiaohu Li, Shuo Li
2026 J jnl
Dynamical multi-order responses and global semantic-infused adversarial learning: A robust airway segmentation method.
Medical Image Anal.
Sheng Zhang, Yang Nan, Yingying Fang, Shiyi Wang, Yongkai Liu, Giorgos Papanastasiou, Zhifan Gao, Shuo Li, Simon Walsh, Guang Yang
2026 J jnl
Fully Kolmogorov-Arnold Deep Model in Medical Image Segmentation.
CoRR
Xingyu Qiu, Xinghua Ma, Dong Liang, Gongning Luo, Wei Wang, Kuanquan Wang, Shuo Li
2026 J jnl
IUGC: A benchmark of landmark detection in end-to-end intrapartum ultrasound biometry.
Medical Image Anal.
Jieyun Bai, Yitong Tang, Xiao Liu, Jiale Hu, Yunda Li, Xufan Chen, Yufeng Wang, Chen Ma, Yunshu Li, Bowen Guo, Jing Jiao, Yi Huang, Kun Wang, Lifei Li, Yuzhang Ma, Xiaoxin Han, Haochen Shao, Zi Yang, Qingchen Liu, Yuchen Hu, Jingfan Kuang, Shanglin Song, Anirvan Krishna, Zaid Ahmed Khan, Zelan Li, Zhengyang Zhang, Hansen Zhang, Yan Cheng, Xuezhi Zhang, Xi Chen, Hao Yan, Lyuyang Tong, Bo Du, Bo Deng, Yu Chen, Zilun Peng, Saeid Rezaei, Jie Gan, Weidong Cai, Fangyijie Wang, Kathleen M. Curran, Guenole C. M. Silvestre, Isaac Khobo, Yaosheng Lu, Dong Ni, Yuxin Huang, Mohammad Yaqub, Jun Ma, Karim Lekadir, Shuo Li
2026 — ed.
Intrapartum Ultrasound - MICCAI 2025 Grand Challenge, IUGC 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings
IUGC@MICCAI
Jieyun Bai, Yuxin Huang, Isaac Khobo, Mohammad Yaqub, Karim Lekadir, Dong Ni, Shuo Li
2026 J jnl
MRI Contrast Enhancement Kinetics World Model.
CoRR
Jindi Kong, Yuting He, Cong Xia, Rongjun Ge, Shuo Li
2026 J jnl
Openness-aware multi-prototype learning for open set medical diagnosis.
Medical Image Anal.
Mingyuan Liu, Lu Xu, Yuzhuo Gu, Jicong Zhang, Shuo Li
2026 J jnl
PLATO: ProbabiListic hierArchical mulTi-head mOdel for plug-and-play ambiguous medical image segmentation.
Knowl. Based Syst.
Xiangyu Li, Fanding Li, Yongfeng Yuan, Suyu Dong, Kuanquan Wang, Yi Shen, Guohua Wang, Gongning Luo, Shuo Li
2026 J jnl
Radiomics-Driven Diffusion Model and Monte Carlo Compression Sampling for Reliable Medical Image Synthesis.
IEEE J. Biomed. Health Informatics
Jianfeng Zhao, Shuo Li
2026 J jnl
SCULPT: Semantic-aware causal prompt tuning for out-of-distribution detection of whole slide images.
Knowl. Based Syst.
Pengzhong Sun, Xiangyu Li, Dong Liang, Jun Liu, Zhanshi Zhu, Xiaokun Li, Suyu Dong, Gongning Luo, Wei Wang, Kuanquan Wang, Shuo Li
2026 J jnl
Synergistic perception: Fusing expert knowledge and foundation models for semi-supervised mammogram segmentation.
Biomed. Signal Process. Control.
Jiaju Huang, Xin Wang, Xiangyu Xiong, Shaobin Chen, Yue Sun, Ka-Hou Chan, Tong Tong, Qinquan Gao, Yi Xu, Shuo Li, Tao Tan
2026 J jnl
The Forecast After the Forecast: A Post-Processing Shift in Time Series.
CoRR
Daojun Liang, Qi Li, Yinglong Wang, Jing Chen, Hu Zhang, Xiaoxiao Cui, Qizheng Wang, Shuo Li
2026 J jnl
VIVID-Med: LLM-Supervised Structured Pretraining for Deployable Medical ViTs.
CoRR
Xiyao Wang, Xiaoyu Tan, Yang Dai, Yuxuan Fu, Shuo Li, Xihe Qiu
2026 J jnl
What if Agents Could Imagine? Reinforcing Open-Vocabulary HOI Comprehension through Generation.
CoRR
Zhenlong Yuan, Xiangyan Qu, Jing Tang, Rui Chen, Lei Sun, Ruidong Chen, Hongwei Yu, Chengxuan Qian, Xiangxiang Chu, Shuo Li, Yuyin Zhou
2025 A* conf
A Trusted Lesion-assessment Network for Interpretable Diagnosis of Coronary Artery Disease in Coronary CT Angiography.
AAAI
Xinghua Ma, Xinyan Fang, Mingye Zou, Gongning Luo, Wei Wang, Kuanquan Wang, Zhaowen Qiu, Xin Gao, Shuo Li
2025 J jnl
ATM-Net: Anatomy-Aware Text-Guided Multi-Modal Fusion for Fine-Grained Lumbar Spine Segmentation.
CoRR
Sheng Lian, Dengfeng Pan, Jianlong Cai, Guang-Yong Chen, Zhun Zhong, Zhiming Luo, Shen Zhao, Shuo Li
2025 — conf
Advancing Fine-Grained Spine Segmentation Through Visual-Language Model with Omni- and Pixel-Level Semantic Enhancements.
PRCV (14)
Jianlong Cai, Sheng Lian, Dengfeng Pan, Guang-Yong Chen, Lei Li, Zhiming Luo, Shuo Li
2025 J jnl
Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation.
CoRR
Fanding Li, Xiangyu Li, Xianghe Su, Xingyu Qiu, Suyu Dong, Wei Wang, Kuanquan Wang, Gongning Luo, Shuo Li
2025 J jnl
An orchestration learning framework for ultrasound imaging: Prompt-Guided Hyper-Perception and Attention-Matching Downstream Synchronization.
Medical Image Anal.
Zehui Lin, Shuo Li, Shanshan Wang, Zhifan Gao, Yue Sun, Chan-Tong Lam, Xindi Hu, Xin Yang, Dong Ni, Tao Tan
2025 — conf
Anatomy-Based Self-supervised Pre-training for Scale-Robust Hierarchical Representations in Chest X-Rays.
MICCAI (10)
Surong Chu, Yan Qiang, Guohua Ji, Xueting Ren, Lijing Zhang, Baoping Jia, Yangyang Wei, Juanjuan Zhao, Shuo Li
2025 — ed.
Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care - First Deep Breast Workshop, Deep-Breath 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings
Deep-Breath@MICCAI
Ritse M. Mann, Tianyu Zhang, Tao Tan, Luyi Han, Daniel Truhn, Shuo Li, Yuan Gao, Shannon Doyle, Robert Martí Marly, Jakob Nikolas Kather, Katja Pinker-Domenig, Shandong Wu, Geert Litjens
2025 J jnl
AutoDrive-R
CoRR
Zhenlong Yuan, Jing Tang, Jinguo Luo, Rui Chen, Chengxuan Qian, Lei Sun, Xiangxiang Chu, Yujun Cai, Dapeng Zhang, Shuo Li
2025 — conf
CLINav-GKD: Vision-Language Latent Hyperbolic Geometric Knowledge Distillation for Real-World 6-DOF Echocardiography Probe Navigation.
BIBM
Yiran Li, Yixuan Fan, Xiaoxiao Cui, Yuezhong Zhang, Jiaguang Song, Xifeng Hu, Yuan Chen, Kai Zheng, Lizhen Cui, Zhi Liu, Shuo Li
2025 — conf
Causality-Driven Spatio-Temporal Generator for Multi-phase Contrast-Enhanced CT Synthesis.
MICCAI (3)
Qikui Zhu, Hao Wu, Yanyan Zhang, Shuo Li
2025 J jnl
Common-Unique Decomposition Driven Diffusion Model for Contrast-Enhanced Liver MR Images Multi-Phase Interconversion.
IEEE J. Biomed. Health Informatics
Chenchu Xu, Shijie Tian, Boyan Wang, Jie Zhang, Kemal Polat, Adi Alhudhaif, Shuo Li
2025 J jnl
Contrast-Aware Network With Aggregated-Interacted Transformer and Multi-Granularity Aligned Contrastive Learning for Synthesizing Contrast-Enhanced Abdomen CT Imaging.
IEEE Trans. Computational Imaging
Qikui Zhu, Andrew L. Wentland, Shuo Li
2025 J jnl
Convergent-Diffusion Denoising Model for multi-scenario CT Image Reconstruction.
Comput. Medical Imaging Graph.
Xinghua Ma, Mingye Zou, Xinyan Fang, Gongning Luo, Wei Wang, Suyu Dong, Xiangyu Li, Kuanquan Wang, Qing Dong, Ye Tian, Shuo Li
2025 J jnl
Cooperative metric learning-based hybrid transformer for automatic recognition of standard echocardiographic multi-views.
Future Gener. Comput. Syst.
Yiran Li, Yankun Cao, Jia Mi, Xiaoxiao Cui, Xifeng Hu, Yuezhong Zhang, Zhi Liu, Lizhen Cui, Shuo Li
2025 J jnl
Diffusion model for medical image denoising, reconstruction and translation.
Comput. Medical Imaging Graph.
Wei Wang, Jiayu Xia, Gongning Luo, Suyu Dong, Xiangyu Li, Jie Wen, Shuo Li
2025 A* conf
DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation.
AAAI
Qingtao Pan, Wenhao Qiao, Jingjiao Lou, Bing Ji, Shuo Li
2025 J jnl
Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for FCL.
CoRR
Xiaoming Qi, Jingyang Zhang, Huazhu Fu, Guanyu Yang, Shuo Li, Yueming Jin
2025 — conf
Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for Federated Continual Learning.
IPMI (1)
Xiaoming Qi, Jingyang Zhang, Huazhu Fu, Guanyu Yang, Shuo Li, Yueming Jin
2025 J jnl
Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for Federated Continual Learning.
CoRR
Xiaoming Qi, Jingyang Zhang, Huazhu Fu, Guanyu Yang, Shuo Li, Yueming Jin
2025 J jnl
Dynamic spectrum-driven hierarchical learning network for polyp segmentation.
Medical Image Anal.
Haolin Wang, Kai-Ni Wang, Jie Hua, Yi Tang, Yang Chen, Guang-Quan Zhou, Shuo Li
2025 J jnl
E-BayesSAM: Efficient Bayesian Adaptation of SAM with Self-Optimizing KAN-Based Interpretation for Uncertainty-Aware Ultrasonic Segmentation.
CoRR
Bin Huang, Zhong Liu, Huiying Wen, Bingsheng Huang, Xin Chen, Shuo Li
2025 — conf
E-BayesSAM: Efficient Bayesian Adaptation of SAM with Self-optimizing KAN-Based Interpretation for Uncertainty-Aware Ultrasonic Segmentation.
MICCAI (14)
Bin Huang, Zhong Liu, Huiying Wen, Bingsheng Huang, Xin Chen, Shuo Li
2025 J jnl
EEG-VLM: A Hierarchical Vision-Language Model with Multi-Level Feature Alignment and Visually Enhanced Language-Guided Reasoning for EEG Image-Based Sleep Stage Prediction.
CoRR
Xihe Qiu, Gengchen Ma, Haoyu Wang, Chen Zhan, Xiaoyu Tan, Shuo Li
2025 J jnl
Elucidating the Design Space of Arbitrary-Noise-Based Diffusion Models.
CoRR
Xingyu Qiu, Mengying Yang, Xinghua Ma, Dong Liang, Yuzhen Li, Fanding Li, Gongning Luo, Wei Wang, Kuanquan Wang, Shuo Li
2025 A* conf
Finding Local Diffusion Schrodinger Bridge using Kolmogorov-Arnold Network.
CVPR
Xingyu Qiu, Mengying Yang, Xinghua Ma, Fanding Li, Dong Liang, Gongning Luo, Wei Wang, Kuanquan Wang, Shuo Li
2025 J jnl
Finding Local Diffusion Schrödinger Bridge using Kolmogorov-Arnold Network.
CoRR
Xingyu Qiu, Mengying Yang, Xinghua Ma, Fanding Li, Dong Liang, Gongning Luo, Wei Wang, Kuanquan Wang, Shuo Li
2025 Misc conf
Gaze-Assisted Human-Centric Domain Adaptation for Cardiac Ultrasound Image Segmentation.
ICASSP
Ruiyi Li, Yuting He, Rongjun Ge, Chong Wang, Daoqiang Zhang, Yang Chen, Shuo Li
2025 J jnl
Gaze-Assisted Human-Centric Domain Adaptation for Cardiac Ultrasound Image Segmentation.
CoRR
Ruiyi Li, Yuting He, Rongjun Ge, Chong Wang, Daoqiang Zhang, Yang Chen, Shuo Li
2025 J jnl
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning.
CoRR
Yuting He, Boyu Wang, Rongjun Ge, Yang Chen, Guanyu Yang, Shuo Li
2025 J jnl
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Yuting He, Boyu Wang, Rongjun Ge, Yang Chen, Guanyu Yang, Shuo Li
2025 J jnl
Human gaze-based dual teacher guidance learning for semi-supervised medical image segmentation.
Neural Networks
Rongjun Ge, Chong Wang, Yuxin Liu, Chunqiang Lu, Cong Xia, Yehui Jiang, Fangyi Xu, Yinsu Zhu, Daoqiang Zhang, Chengyu Liu, Yang Chen, Shuo Li, Yuting He
2025 — conf
Information Bottleneck-Based Causal Attention for Multi-label Medical Image Recognition.
MICCAI (8)
Xiaoxiao Cui, Yiran Li, Kai He, Shanzhi Jiang, Mengli Xue, Wentao Li, Junhong Leng, Zhi Liu, Lizhen Cui, Shuo Li
2025 J jnl
Information Bottleneck-based Causal Attention for Multi-label Medical Image Recognition.
CoRR
Xiaoxiao Cui, Yiran Li, Kai He, Shanzhi Jiang, Mengli Xue, Wentao Li, Junhong Leng, Zhi Liu, Lizhen Cui, Shuo Li
2025 J jnl
Interactive prototype learning and self-learning for few-shot medical image segmentation.
Artif. Intell. Medicine
Yuhui Song, Chenchu Xu, Boyan Wang, Xiuquan Du, Jie Chen, Yanping Zhang, Shuo Li
2025 — conf
Iterative Foundation-Dedicated Learning: Optimized Key Frames, Prompts and Memories for Semi-supervised Segmentation.
MICCAI (8)
Ziman Yin, Dong Nie, Shuo Li, Junjun Pan, Zhenyu Tang
2025 J jnl
Knowledge-driven interpretative conditional diffusion model for contrast-free myocardial infarction enhancement synthesis.
Medical Image Anal.
Ronghui Qi, Min Tao, Chenchu Xu, Xiaohu Li, Siyuan Pan, Jie Chen, Shuo Li
2025 J jnl
LFVDNet: Low-frequency variable-driven network for medical time series.
J. Biomed. Informatics
Yue Zhang, Dengqun Sun, Lei Li, Jian Zhou, Xiuquan Du, Shuo Li
2025 J jnl
LLM-GAODE: Large-language-model augmented neural ordinary differential equation network for video nystagmography classification.
Knowl. Based Syst.
Xihe Qiu, Shaojie Shi, Bin Li, Xiaoyu Tan, Yongbin Gao, Shuo Li
2025 J jnl
Language Representation Favored Zero-Shot Cross-Domain Cognitive Diagnosis.
CoRR
Shuo Li, Zihan Zhou, Yuanhao Liu, Jing Zhang, Hong Qian
2025 J jnl
MeMGB-Diff: Memory-Efficient Multivariate Gaussian Bias Diffusion Model for 3D bias field correction.
Medical Image Anal.
Xingyu Qiu, Dong Liang, Gongning Luo, Xiangyu Li, Wei Wang, Kuanquan Wang, Shuo Li
2025 J jnl
MedFILIP: Medical Fine-Grained Language-Image Pre-Training.
IEEE J. Biomed. Health Informatics
Xinjie Liang, Xiangyu Li, Fanding Li, Jie Jiang, Qing Dong, Wei Wang, Kuanquan Wang, Suyu Dong, Gongning Luo, Shuo Li
2025 J jnl
MedFILIP: Medical Fine-grained Language-Image Pre-training.
CoRR
Xinjie Liang, Xiangyu Li, Fanding Li, Jie Jiang, Qing Dong, Wei Wang, Kuanquan Wang, Suyu Dong, Gongning Luo, Shuo Li
2025 J jnl
MedKAFormer: When Kolmogorov-Arnold Theorem Meets Vision Transformer for Medical Image Representation.
IEEE J. Biomed. Health Informatics
Guoli Wang, Qikui Zhu, Chaoda Song, Benzheng Wei, Shuo Li
2025 J jnl
Multi-Domain Adversarial Variational Bayesian Inference for Domain Generalization.
IEEE Trans. Circuits Syst. Video Technol.
Zhifan Gao, Saidi Guo, Chenchu Xu, Jinglin Zhang, Mingming Gong, Javier Del Ser, Shuo Li
2025 J jnl
MultiJSQ: Direct joint segmentation and quantification of left ventricle with deep multitask-derived regression network.
CAAI Trans. Intell. Technol.
Xiuquan Du, Zheng Pei, Ying Liu, Xinzhi Cao, Lei Li, Shuo Li
2025 J jnl
Pixel is All You Need: Adversarial Spatio-Temporal Ensemble Active Learning for Salient Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhenyu Wu, Wei Wang, Lin Wang, Yacong Li, Fengmao Lv, Qing Xia, Chenglizhao Chen, Aimin Hao, Shuo Li
2025 — conf
RadKAM: Attention-Driven Kolmogorov-Arnold Model for Automatic Radiation-Induced Lymphopenia Prediction by Multimodal Learning.
MICCAI (15)
Rongchang Zhao, Zhangyue Wu, Jian Zhang, Zijian Zhang, Shuo Li
2025 — conf
Rethinking Multi-view Mammogram Representation Learning via Counterfactual Reasoning with Kolmogorov-Arnold Theorem.
MICCAI (8)
Guoli Wang, Benzheng Wei, Shuo Li
2025 J jnl
Semantic Consistency-Guided Hybrid-Invariant Transformer for Domain Adaptation in Multiview Echo Quality Assessment.
IEEE Trans. Instrum. Meas.
Yiran Li, Yankun Cao, Xiaoxiao Cui, Yuezhong Zhang, Subhas Chandra Mukhopadhyay, Yujun Li, Lizhen Cui, Zhi Liu, Shuo Li
2025 J jnl
Semisupervised Breast MRI Density Segmentation Integrating Fine and Rough Annotations.
IEEE Trans. Artif. Intell.
Tianyu Xie, Yue Sun, Hongxu Yang, Shuo Li, Jinhong Song, Qimin Yang, Hao Chen, Mingxiang Wu, Tao Tan
2025 J jnl
TASL-Net: Tri-attention selective learning network for intelligent diagnosis of bimodal ultrasound video.
Expert Syst. Appl.
Chengqian Zhao, Zhao Yao, Zhaoyu Hu, Yuanxin Xie, Yafang Zhang, Yuanyuan Wang, Shuo Li, Jianhua Zhou, Jianqiao Zhou, Yin Wang, Jinhua Yu
2025 J jnl
TSdetector: Temporal-Spatial self-correction collaborative learning for colonoscopy video detection.
Medical Image Anal.
Kai-Ni Wang, Haolin Wang, Guang-Quan Zhou, Yangang Wang, Ling Yang, Yang Chen, Shuo Li
2025 J jnl
UM-Net: Rethinking ICGNet for polyp segmentation with uncertainty modeling.
Medical Image Anal.
Xiuquan Du, Xuebin Xu, Jiajia Chen, Xuejun Zhang, Lei Li, Heng Liu, Shuo Li
2025 J jnl
Uncertainty-guided and cross-modality attention network for liver tumor segmentation and quantification via integrating dynamic MRI.
Knowl. Based Syst.
Jianfeng Zhao, Shuo Li
2025 J jnl
VLD-Net: Localization and Detection of the Vertebrae From X-Ray Images by Reinforcement Learning With Adaptive Exploration Mechanism and Spine Anatomy Information.
IEEE J. Biomed. Health Informatics
Shun Xiang, Lei Zhang, Yuanquan Wang, Shoujun Zhou, Xing Zhao, Tao Zhang, Shuo Li
2025 J jnl
VariMix: A variety-guided data mixing framework for explainable medical image classifications.
Comput. Methods Programs Biomed.
Xiangyu Xiong, Yue Sun, Xiaohong Liu, Wei Ke, Chan-Tong Lam, Qinquan Gao, Tong Tong, Shuo Li, Tao Tan
2025 J jnl
Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision.
CoRR
Yuting He, Shuo Li
2025 J jnl
Video-STAR: Reinforcing Open-Vocabulary Action Recognition with Tools.
CoRR
Zhenlong Yuan, Xiangyan Qu, Chengxuan Qian, Rui Chen, Jing Tang, Lei Sun, Xiangxiang Chu, Dapeng Zhang, Yiwei Wang, Yujun Cai, Shuo Li
2025 J jnl
When evidence modeling meets knowledge distillation: Towards reliable contrast-enhanced knowledge distillation for non-contrast medical image segmentation.
Medical Image Anal.
Jianfeng Zhao, Shuo Li
2024 J jnl
An interpretable two-branch bi-coordinate network based on multi-grained domain knowledge for classification of thyroid nodules in ultrasound images.
Medical Image Anal.
Mingyu Wang, Chao Chen, Ziyue Xu, Lang Xu, Weiwei Zhan, Jing Xiao, Yiqing Hou, Bingsheng Huang, Lingyun Huang, Shuo Li
2024 J jnl
Automatic Delineation of the 3D Left Atrium From LGE-MRI: Actor-Critic Based Detection and Semi-Supervised Segmentation.
IEEE J. Biomed. Health Informatics
Shun Xiang, Nana Li, Yuanquan Wang, Shoujun Zhou, Jin Wei, Shuo Li
2024 J jnl
Boosting knowledge diversity, accuracy, and stability via tri-enhanced distillation for domain continual medical image segmentation.
Medical Image Anal.
Zhanshi Zhu, Xinghua Ma, Wei Wang, Suyu Dong, Kuanquan Wang, Lianming Wu, Gongning Luo, Guohua Wang, Shuo Li
2024 J jnl
CMAR: A Pipeline for Cross-Modal Alignment and 3-D Reconstruction of Coronary Arteries Based on Key Bifurcation Vessel Measurements.
IEEE Trans. Instrum. Meas.
Yankun Cao, Wenzhen Zhang, Yuezhong Zhang, Guanjie Sun, Wei Guo, Mingjie Shao, Subhas Chandra Mukhopadhyay, Lizhen Cui, Yujun Li, Zhi Liu, Shuo Li
2024 — conf
CausCLIP: Causality-Adapting Visual Scoring of Visual Language Models for Few-Shot Learning in Portable Echocardiography Quality Assessment.
MICCAI (1)
Yiran Li, Xiaoxiao Cui, Yankun Cao, Yuezhong Zhang, Huihui Wang, Lizhen Cui, Zhi Liu, Shuo Li
2024 — conf
Center-to-Edge Denoising Diffusion Probabilistic Models with Cross-domain Attention for Undersampled MRI Reconstruction.
MICCAI (7)
Jianfeng Zhao, Shuo Li
2024 A* conf
Class-consistent Contrastive Learning Driven Cross-dimensional Transformer for 3D Medical Image Classification.
IJCAI
Qikui Zhu, Chuan Fu, Shuo Li
2024 — conf
Client Selection Mechanism for Federated Learning Based on Class Imbalance.
PRCV (1)
Linlin Zhang, Congjie Lin, Zhangshuai Bie, Shuo Li, Xuehua Bi, Kai Zhao
2024 J jnl
Colorectal Polyp Segmentation in the Deep Learning Era: A Comprehensive Survey.
CoRR
Zhenyu Wu, Fengmao Lv, Chenglizhao Chen, Aimin Hao, Shuo Li
2024 J jnl
DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation.
CoRR
Qingtao Pan, Wenhao Qiao, Jingjiao Lou, Bing Ji, Shuo Li
2024 J jnl
Dual domain distribution disruption with semantics preservation: Unsupervised domain adaptation for medical image segmentation.
Medical Image Anal.
Boyun Zheng, Ranran Zhang, Songhui Diao, Jingke Zhu, Yixuan Yuan, Jing Cai, Liang Shao, Shuo Li, Wenjian Qin
2024 — conf
Energy-Induced Explicit Quantification for Multi-modality MRI Fusion.
ECCV (7)
Xiaoming Qi, Yuan Zhang, Tong Wang, Guanyu Yang, Yueming Jin, Shuo Li
2024 J jnl
Evidence modeling for reliability learning and interpretable decision-making under multi-modality medical image segmentation.
Comput. Medical Imaging Graph.
Jianfeng Zhao, Shuo Li
2024 J jnl
Imaging foundation model for universal enhancement of non-ideal measurement CT.
CoRR
Yuxin Liu, Rongjun Ge, Yuting He, Zhan Wu, Chenyu You, Shuo Li, Yang Chen
2024 J jnl
Learning Better Registration to Learn Better Few-Shot Medical Image Segmentation: Authenticity, Diversity, and Robustness.
IEEE Trans. Neural Networks Learn. Syst.
Yuting He, Rongjun Ge, Xiaoming Qi, Yang Chen, Jiasong Wu, Jean-Louis Coatrieux, Guanyu Yang, Shuo Li
2024 J jnl
Long-short-view aware multi-agent reinforcement learning for signal snippet distillation in delirium movement detection.
Inf. Sci.
Qingtao Pan, Hao Wang, Jingjiao Lou, Yuyan Zhang, Bing Ji, Shuo Li
2024 J jnl
MIST: Multi-instance selective transformer for histopathological subtype prediction.
Medical Image Anal.
Rongchang Zhao, Zijun Xi, Huanchi Liu, Xiangkun Jian, Jian Zhang, Zijian Zhang, Shuo Li
2024 — conf
Multilevel Causality Learning for Multi-label Gastric Atrophy Diagnosis.
MICCAI (3)
Xiaoxiao Cui, Shanzhi Jiang, Baolin Sun, Yiran Li, Yankun Cao, Zhen Li, Chaoyang Lv, Zhi Liu, Lizhen Cui, Shuo Li
2024 J jnl
STANet: Spatio-Temporal Adaptive Network and Clinical Prior Embedding Learning for 3D+T CMR Segmentation.
IEEE J. Biomed. Health Informatics
Xiaoming Qi, Yuting He, Yaolei Qi, Youyong Kong, Guanyu Yang, Shuo Li
2024 J jnl
SeNAS-Net: Self-Supervised Noise and Artifact Suppression Network for Material Decomposition in Spectral CT.
IEEE Trans. Computational Imaging
Xu Ji, Yuchen Lu, Yikun Zhang, Xu Zhuo, Shengqi Kan, Weilong Mao, Gouenou Coatrieux, Jean-Louis Coatrieux, Guotao Quan, Yan Xi, Shuo Li, Tianling Lyu, Yang Chen
2024 J jnl
Silver Nanowire-Based Flexible Strain Sensor for Human Motion Detection.
Sensors
Abduweli Mijit, Shuo Li, Qiang Wang, Mingzhou Li, Yanlong Tai
2024 — conf
Single-source Domain Generalization in Deep Learning Segmentation via Lipschitz Regularization.
MICCAI (10)
Mazlum Ferhat Arslan, Weihong Guo, Shuo Li
2024 — conf
Spatio-Temporal Contrast Network for Data-Efficient Learning of Coronary Artery Disease in Coronary CT Angiography.
MICCAI (11)
Xinghua Ma, Mingye Zou, Xinyan Fang, Yang Liu, Gongning Luo, Wei Wang, Kuanquan Wang, Zhaowen Qiu, Xin Gao, Shuo Li
2024 J jnl
TASL-Net: Tri-Attention Selective Learning Network for Intelligent Diagnosis of Bimodal Ultrasound Video.
CoRR
Chengqian Zhao, Zhao Yao, Zhaoyu Hu, Yuanxin Xie, Yafang Zhang, Yuanyuan Wang, Shuo Li, Jianhua Zhou, Jianqiao Zhou, Yin Wang, Jinhua Yu
2024 J jnl
TSdetector: Temporal-Spatial Self-correction Collaborative Learning for Colonoscopy Video Detection.
CoRR
Kaini Wang, Haolin Wang, Guang-Quan Zhou, Yangang Wang, Ling Yang, Yang Chen, Shuo Li
2024 J jnl
Unified bi-encoder bispace-discriminator disentanglement for cross-domain echocardiography segmentation.
Knowl. Based Syst.
Xiaoxiao Cui, Boyu Wang, Shanzhi Jiang, Zhi Liu, Hongji Xu, Lizhen Cui, Shuo Li
2024 J jnl
Universal Medical Image Representation Learning with Compositional Decoders.
CoRR
Kaini Wang, Ling Yang, Siping Zhou, Guangquan Zhou, Wen-Bo Zhang, Bin Cui, Shuo Li
2023 — conf
A Dynamic-Static Weighted Network with Diverse-Token Fusion Attention for Rhexis Margin Recognition in Microscopic Surgery.
ROBIO
Zhen Li, Wen-Qian Yue, Gui-Bin Bian, Shuai Zhang, Wei-Peng Liu, Shuo Li
2023 J jnl
A Knowledge-Guided Framework for Fine-Grained Classification of Liver Lesions Based on Multi-Phase CT Images.
IEEE J. Biomed. Health Informatics
Xingxin Xu, Qikui Zhu, Hanning Ying, Jiongcheng Li, Xiujun Cai, Shuo Li, Xiaoqing Liu, Yizhou Yu
2023 — conf
A Style Transfer-Based Augmentation Framework for Improving Segmentation and Classification Performance Across Different Sources in Ultrasound Images.
MICCAI (6)
Bin Huang, Ziyue Xu, Shing-Chow Chan, Zhong Liu, Huiying Wen, Chao Hou, Qicai Huang, Meiqin Jiang, Changfeng Dong, Jie Zeng, Ruhai Zou, Bingsheng Huang, Xin Chen, Shuo Li
2023 J jnl
A lightweight pose estimation network with multi-scale receptive field.
Vis. Comput.
Shuo Li, Ju Dai, Zhangmeng Chen, Junjun Pan
2023 J jnl
ARR-GCN: Anatomy-Relation Reasoning Graph Convolutional Network for Automatic Fine-Grained Segmentation of Organ's Surgical Anatomy.
IEEE J. Biomed. Health Informatics
Yinli Tian, Wenjian Qin, Fei Xue, Ricardo Lambo, Meiyan Yue, Songhui Diao, Lequan Yu, Yaoqin Xie, Hailin Cao, Shuo Li
2023 J jnl
Adaptive Frequency Learning Network With Anti-Aliasing Complex Convolutions for Colon Diseases Subtypes.
IEEE J. Biomed. Health Informatics
Kaini Wang, Shuaishuai Zhuang, Juzheng Miao, Yang Chen, Jie Hua, Guang-Quan Zhou, Xiaopu He, Shuo Li
2023 J jnl
Ambiguity-aware breast tumor cellularity estimation via self-ensemble label distribution learning.
Medical Image Anal.
Xiangyu Li, Xinjie Liang, Gongning Luo, Wei Wang, Kuanquan Wang, Shuo Li
2023 J jnl
Attractive deep morphology-aware active contour network for vertebral body contour extraction with extensions to heterogeneous and semi-supervised scenarios.
Medical Image Anal.
Shen Zhao, Jinhong Wang, Xinxin Wang, Yikang Wang, Hanying Zheng, Bin Chen, An Zeng, Fuxin Wei, Sadeer Al-Kindi, Shuo Li
2023 J jnl
B-mode ultrasound based CAD for liver cancers via multi-view privileged information learning.
Neural Networks
Xiangmin Han, Bangming Gong, Lehang Guo, Jun Wang, Shihui Ying, Shuo Li, Jun Shi
2023 J jnl
BMAnet: Boundary Mining With Adversarial Learning for Semi-Supervised 2D Myocardial Infarction Segmentation.
IEEE J. Biomed. Health Informatics
Chenchu Xu, Yifei Wang, Dong Zhang, Longfei Han, Yanping Zhang, Jie Chen, Shuo Li
2023 J jnl
Carotid Lumen Diameter and Intima-Media Thickness Measurement via Boundary-Guided Pseudo-Labeling.
IEEE Signal Process. Lett.
Shimeng Yang, Teng Li, Yinping Lv, Yi Xia, Shuo Li
2023 J jnl
Context-aware network fusing transformer and V-Net for semi-supervised segmentation of 3D left atrium.
Expert Syst. Appl.
Chenji Zhao, Shun Xiang, Yuanquan Wang, Zhaoxi Cai, Jun Shen, Shoujun Zhou, Di Zhao, Weihua Su, Shijie Guo, Shuo Li
2023 J jnl
Corrections to "Image Projection Network: 3D to 2D Image Segmentation in OCTA Images".
IEEE Trans. Medical Imaging
Mingchao Li, Yerui Chen, Zexuan Ji, Keren Xie, Songtao Yuan, Qiang Chen, Shuo Li
2023 J jnl
Curriculum label distribution learning for imbalanced medical image segmentation.
Medical Image Anal.
Xiangyu Li, Gongning Luo, Wei Wang, Kuanquan Wang, Shuo Li
2023 — conf
DCAug: Domain-Aware and Content-Consistent Cross-Cycle Framework for Tumor Augmentation.
MICCAI (5)
Qikui Zhu, Lei Yin, Qian Tang, Yanqing Wang, Yanxiang Cheng, Shuo Li
2023 J jnl
Dual Multiscale Mean Teacher Network for Semi-Supervised Infection Segmentation in Chest CT Volume for COVID-19.
IEEE Trans. Cybern.
Liansheng Wang, Jiacheng Wang, Lei Zhu, Huazhu Fu, Ping Li, Gary Cheng, Zhipeng Feng, Shuo Li, Pheng-Ann Heng
2023 J jnl
Efficient automatic segmentation for multi-level pulmonary arteries: The PARSE challenge.
CoRR
Gongning Luo, Kuanquan Wang, Jun Liu, Shuo Li, Xinjie Liang, Xiangyu Li, Shaowei Gan, Wei Wang, Suyu Dong, Wenyi Wang, Pengxin Yu, Enyou Liu, Hongrong Wei, Na Wang, Jia Guo, Huiqi Li, Zhao Zhang, Ziwei Zhao, Na Gao, Nan An, Ashkan Pakzad, Bojidar Rangelov, Jiaqi Dou, Song Tian, Zeyu Liu, Yi Wang, Ampatishan Sivalingam, Kumaradevan Punithakumar, Zhaowen Qiu, Xin Gao
2023 J jnl
Feature-correlation-aware history-preserving-sparse-coding framework for automatic vertebra recognition.
Comput. Biol. Medicine
Chenyi Zeng, Shen Zhao, Bin Chen, An Zeng, Shuo Li
2023 J jnl
From sMRI to task-fMRI: A unified geometric deep learning framework for cross-modal brain anatomo-functional mapping.
Medical Image Anal.
Zhiyuan Zhu, Taicheng Huang, Zonglei Zhen, Boyu Wang, Xia Wu, Shuo Li
2023 A* conf
Geometric Visual Similarity Learning in 3D Medical Image Self-Supervised Pre-training.
CVPR
Yuting He, Guanyu Yang, Rongjun Ge, Yang Chen, Jean-Louis Coatrieux, Boyu Wang, Shuo Li
2023 J jnl
Geometric Visual Similarity Learning in 3D Medical Image Self-supervised Pre-training.
CoRR
Yuting He, Guanyu Yang, Rongjun Ge, Yang Chen, Jean-Louis Coatrieux, Boyu Wang, Shuo Li
2023 J jnl
Heuristic multi-modal integration framework for liver tumor detection from multi-modal non-enhanced MRIs.
Expert Syst. Appl.
Dong Zhang, Chenchu Xu, Shuo Li
2023 J jnl
Improving anisotropy resolution of computed tomography and annotation using 3D super-resolution network.
Biomed. Signal Process. Control.
Rongjun Ge, Fanqi Shi, Yang Chen, Shujun Tang, Hailong Zhang, Xiaojian Lou, Wei Zhao, Gouenou Coatrieux, Dazhi Gao, Shuo Li, Xiaoli Mai
2023 J jnl
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-Training.
CoRR
Xiaofei Chen, Yuting He, Cheng Xue, Rongjun Ge, Shuo Li, Guanyu Yang
2023 — conf
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-training.
MICCAI (1)
Xiaofei Chen, Yuting He, Cheng Xue, Rongjun Ge, Shuo Li, Guanyu Yang
2023 — conf
Learning Reliability of Multi-modality Medical Images for Tumor Segmentation via Evidence-Identified Denoising Diffusion Probabilistic Models.
MICCAI (4)
Jianfeng Zhao, Shuo Li
2023 J jnl
Multi-Task Learning for Pulmonary Arterial Hypertension Prognosis Prediction via Memory Drift and Prior Prompt Learning on 3D Chest CT.
IEEE J. Biomed. Health Informatics
Guanyu Yang, Yuting He, Yang Lv, Yang Chen, Jean-Louis Coatrieux, Xiaoxuan Sun, Qiang Wang, Yongyue Wei, Shuo Li, Yinsu Zhu
2023 J jnl
O2M-UDA: Unsupervised dynamic domain adaptation for one-to-multiple medical image segmentation.
Knowl. Based Syst.
Ziyue Jiang, Yuting He, Shuai Ye, Pengfei Shao, Xiaomei Zhu, Yi Xu, Yang Chen, Jean-Louis Coatrieux, Shuo Li, Guanyu Yang
2023 A* conf
Pixel Is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection.
AAAI
Zhenyu Wu, Lin Wang, Wei Wang, Qing Xia, Chenglizhao Chen, Aimin Hao, Shuo Li
2023 J jnl
Refined Feature-based Multi-frame and Multi-scale Fusing Gate network for accurate segmentation of plaques in ultrasound videos.
Comput. Biol. Medicine
Xifeng Hu, Yankun Cao, Weifeng Hu, Wenzhen Zhang, Jing Li, Chuanyu Wang, Subhas Chandra Mukhopadhyay, Yujun Li, Zhi Liu, Shuo Li
2023 J jnl
Sequence based local-global information fusion framework for vertebrae detection under pathological and FOV variation challenges.
Comput. Medical Imaging Graph.
Shen Zhao, Xiangsheng Li, Jiayi He, Bin Chen, Shuo Li
2023 J jnl
Spatiotemporal knowledge teacher-student reinforcement learning to detect liver tumors without contrast agents.
Medical Image Anal.
Chenchu Xu, Yuhong Song, Dong Zhang, Leonardo Kayat Bittencourt, Sree Harsha Tirumani, Shuo Li
2023 — conf
Synergistically Learning Class-specific Tokens for Multi-class Whole Slide Image Classification.
BIBM
Pengzhong Sun, Wei Wang, Xiangyu Li, Suyu Dong, Shuo Li, Kuanquan Wang, Gongning Luo
2023 J jnl
The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challenge.
CoRR
Xiangyu Li, Gongning Luo, Kuanquan Wang, Hongyu Wang, Jun Liu, Xinjie Liang, Jie Jiang, Zhenghao Song, Chunyue Zheng, Haokai Chi, Mingwang Xu, Yingte He, Xinghua Ma, Jingwen Guo, Yifan Liu, Chuanpu Li, Zeli Chen, Md Mahfuzur Rahman Siddiquee, Andriy Myronenko, Antoine P. Sanner, Anirban Mukhopadhyay, Ahmed E. Othman, Xingyu Zhao, Weiping Liu, Jinhuang Zhang, Xiangyuan Ma, Qinghui Liu, Bradley J. MacIntosh, Wei Liang, Moona Mazher, Abdul Qayyum, Valeriia Abramova, Xavier Lladó, Shuo Li
2023 J jnl
Towards Accurate and Robust Domain Adaptation Under Multiple Noisy Environments.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhongyi Han, Xian-Jin Gui, Haoliang Sun, Yilong Yin, Shuo Li
2023 J jnl
Trajectory-Aware Adaptive Imaging Clue Analysis for Guidewire Artifact Removal in Intravascular Optical Coherence Tomography.
IEEE J. Biomed. Health Informatics
Gongning Luo, Xinghua Ma, Jinwen Guo, Mingye Zou, Wei Wang, Yang Cao, Kuanquan Wang, Shuo Li
2023 J jnl
Ultrasonic Measurement on the Thickness of Oil Slick Using the Remotely Operated Vehicle (ROV) as a Platform.
IEEE Trans. Instrum. Meas.
Hualong Du, Di Yao, Shuo Li, Qifeng Zhang
2023 J jnl
Variation-learning high-resolution network for capsulorhexis recognition of cataract surgery.
Appl. Soft Comput.
Gui-Bin Bian, Wen-Qian Yue, Zhen Li, Li Zhang, Shuai Zhang, Wei-Peng Liu, Shuo Li, Elias P. Medeiros, Wanqing Wu, Victor Hugo C. de Albuquerque
2022 J jnl
A contrastive consistency semi-supervised left atrium segmentation model.
Comput. Medical Imaging Graph.
Yashu Liu, Wei Wang, Gongning Luo, Kuanquan Wang, Shuo Li
2022 — conf
Contrast-Free Liver Tumor Detection Using Ternary Knowledge Transferred Teacher-Student Deep Reinforcement Learning.
MICCAI (5)
Chenchu Xu, Dong Zhang, Yuhui Song, Leonardo Kayat Bittencourt, Sree Harsha Tirumani, Shuo Li
2022 — conf
Contrastive Re-localization and History Distillation in Federated CMR Segmentation.
MICCAI (5)
Xiaoming Qi, Guanyu Yang, Yuting He, Wangyan Liu, Ali Islam, Shuo Li
2022 — conf
DDPNet: A Novel Dual-Domain Parallel Network for Low-Dose CT Reconstruction.
MICCAI (6)
Rongjun Ge, Yuting He, Cong Xia, Hailong Sun, Yikun Zhang, Dianlin Hu, Sijie Chen, Yang Chen, Shuo Li, Daoqiang Zhang
2022 J jnl
Diagnosing glaucoma on imbalanced data with self-ensemble dual-curriculum learning.
Medical Image Anal.
Rongchang Zhao, Xuanlin Chen, Zailiang Chen, Shuo Li
2022 J jnl
Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19.
CoRR
Liansheng Wang, Jiacheng Wang, Lei Zhu, Huazhu Fu, Ping Li, Gary Cheng, Zhipeng Feng, Shuo Li, Pheng-Ann Heng
2022 — conf
FFCNet: Fourier Transform-Based Frequency Learning and Complex Convolutional Network for Colon Disease Classification.
MICCAI (3)
Kai-Ni Wang, Yuting He, Shuaishuai Zhuang, Juzheng Miao, Xiaopu He, Ping Zhou, Guanyu Yang, Guang-Quan Zhou, Shuo Li
2022 J jnl
FFCNet: Fourier Transform-Based Frequency Learning and Complex Convolutional Network for Colon Disease Classification.
CoRR
Kai-Ni Wang, Yuting He, Shuaishuai Zhuang, Juzheng Miao, Xiaopu He, Ping Zhou, Guanyu Yang, Guang-Quan Zhou, Shuo Li
2022 J jnl
Few-Shot Learning for Deformable Medical Image Registration With Perception-Correspondence Decoupling and Reverse Teaching.
IEEE J. Biomed. Health Informatics
Yuting He, Tiantian Li, Rongjun Ge, Jian Yang, Youyong Kong, Jian Zhu, Huazhong Shu, Guanyu Yang, Shuo Li
2022 J jnl
Guest Editorial Artificial Intelligence in Pre-DICOM.
IEEE J. Biomed. Health Informatics
Tao Tan, Ravi Soni, Jungong Han, Shuo Li
2022 J jnl
Guest Editorial Generative Adversarial Networks in Biomedical Image Computing.
IEEE J. Biomed. Health Informatics
Huazhu Fu, Tao Zhou, Shuo Li, Alejandro F. Frangi
2022 J jnl
Hematoma Expansion Context Guided Intracranial Hemorrhage Segmentation and Uncertainty Estimation.
IEEE J. Biomed. Health Informatics
Xiangyu Li, Gongning Luo, Wei Wang, Kuanquan Wang, Yue Gao, Shuo Li
2022 A* conf
MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation.
IJCAI
Zhangfu Dong, Yuting He, Xiaoming Qi, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Guanyu Yang, Shuo Li
2022 J jnl
MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation.
CoRR
Zhangfu Dong, Yuting He, Xiaoming Qi, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Guanyu Yang, Shuo Li
2022 J jnl
MVFStain: Multiple virtual functional stain histopathology images generation based on specific domain mapping.
Medical Image Anal.
Ranran Zhang, Yankun Cao, Yujun Li, Zhi Liu, Jianye Wang, Jiahuan He, Chenyang Zhang, Xiaoyu Sui, Pengfei Zhang, Lizhen Cui, Shuo Li
2022 J jnl
MVSGAN: Spatial-Aware Multi-View CMR Fusion for Accurate 3D Left Ventricular Myocardium Segmentation.
IEEE J. Biomed. Health Informatics
Xiaoming Qi, Yuting He, Guanyu Yang, Yang Chen, Jian Yang, Wangyag Liu, Yinsu Zhu, Yi Xu, Huazhong Shu, Shuo Li
2022 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part I
MICCAI (1)
Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li
2022 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part II
MICCAI (2)
Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li
2022 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part III
MICCAI (3)
Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li
2022 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part IV
MICCAI (4)
Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li
2022 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part V
MICCAI (5)
Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li
2022 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part VI
MICCAI (6)
Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li
2022 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part VII
MICCAI (8)
Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li
2022 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part VIII
MICCAI (8)
Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li
2022 J jnl
Pixel is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection.
CoRR
Zhenyu Wu, Lin Wang, Wei Wang, Qing Xia, Chenglizhao Chen, Aimin Hao, Shuo Li
2022 — conf
Position-Prior Clustering-Based Self-attention Module for Knee Cartilage Segmentation.
MICCAI (5)
Dong Liang, Jun Liu, Kuanquan Wang, Gongning Luo, Wei Wang, Shuo Li
2022 J jnl
Position-prior Clustering-based Self-attention Module for Knee Cartilage Segmentation.
CoRR
Dong Liang, Jun Liu, Kuanquan Wang, Gongning Luo, Wei Wang, Shuo Li
2022 J jnl
RE-3DLVNet: Refined estimation of the left ventricle volume via interactive 3D segmentation and reinforced quantification.
Knowl. Based Syst.
Rongjun Ge, Cong Xia, Yuting He, Hailong Sun, Daoqiang Zhang, Guanyu Yang, Wentao Xiang, Jinjun Shi, Limin Luo, Yinsu Zhu, Shuo Li, Yang Chen
2022 J jnl
Reasoning discriminative dictionary-embedded network for fully automatic vertebrae tumor diagnosis.
Medical Image Anal.
Shen Zhao, Bin Chen, Heyou Chang, Bo Chen, Shuo Li
2022 J jnl
Regional Cardiac Motion Scoring With Multi-Scale Motion-Based Spatial Attention.
IEEE J. Biomed. Health Informatics
Wufeng Xue, Zejian Chen, Tianfu Wang, Shuo Li, Dong Ni
2022 J jnl
ResAttenGAN: Simultaneous segmentation of multiple spinal structures on axial lumbar MRI image using residual attention and adversarial learning.
Artif. Intell. Medicine
Hao Gong, Jianhua Liu, Bo Chen, Shuo Li
2022 — conf
SAPJNet: Sequence-Adaptive Prototype-Joint Network for Small Sample Multi-sequence MRI Diagnosis.
MICCAI (1)
Yuqiang Gao, Guanyu Yang, Xiaoming Qi, Yinsu Zhu, Shuo Li
2022 J jnl
SC2Net: A Novel Segmentation-Based Classification Network for Detection of COVID-19 in Chest X-Ray Images.
IEEE J. Biomed. Health Informatics
Huimin Zhao, Zhenyu Fang, Jinchang Ren, Calum MacLellan, Yong Xia, Shuo Li, Meijun Sun, Kevin Ren
2022 — conf
SelfMix: A Self-adaptive Data Augmentation Method for Lesion Segmentation.
MICCAI (4)
Qikui Zhu, Yanqing Wang, Lei Yin, Jiancheng Yang, Fei Liao, Shuo Li
2022 A* conf
Synthetic Data Supervised Salient Object Detection.
ACM Multimedia
Zhenyu Wu, Lin Wang, Wei Wang, Tengfei Shi, Chenglizhao Chen, Aimin Hao, Shuo Li
2022 J jnl
Synthetic Data Supervised Salient Object Detection.
CoRR
Zhenyu Wu, Lin Wang, Wei Wang, Tengfei Shi, Chenglizhao Chen, Aimin Hao, Shuo Li
2022 J jnl
TRSA-Net: Task Relation Spatial Co-Attention for Joint Segmentation, Quantification and Uncertainty Estimation on Paired 2D Echocardiography.
IEEE J. Biomed. Health Informatics
Xiaoxiao Cui, Yankun Cao, Zhi Liu, Xiaoyu Sui, Jia Mi, Yuezhong Zhang, Lizhen Cui, Shuo Li
2022 J jnl
Task relevance driven adversarial learning for simultaneous detection, size grading, and quantification of hepatocellular carcinoma via integrating multi-modality MRI.
Medical Image Anal.
Xiaojiao Xiao, Jianfeng Zhao, Shuo Li
2022 J jnl
Two-stage segmentation network with feature aggregation and multi-level attention mechanism for multi-modality heart images.
Comput. Medical Imaging Graph.
Yuhui Song, Xiuquan Du, Yanping Zhang, Shuo Li
2022 — conf
ULTRA: Uncertainty-Aware Label Distribution Learning for Breast Tumor Cellularity Assessment.
MICCAI (3)
Xiangyu Li, Xinjie Liang, Gongning Luo, Wei Wang, Kuanquan Wang, Shuo Li
2022 J jnl
ULTRA: Uncertainty-aware Label Distribution Learning for Breast Tumor Cellularity Assessment.
CoRR
Xiangyu Li, Xinjie Liang, Gongning Luo, Wei Wang, Kuanquan Wang, Shuo Li
2022 J jnl
United adversarial learning for liver tumor segmentation and detection of multi-modality non-contrast MRI.
CoRR
Jianfeng Zhao, Dengwang Li, Shuo Li
2022 J jnl
Weak lesion feature extraction by dual-branch separation and enhancement network for safe hemorrhagic transformation prediction.
Comput. Medical Imaging Graph.
Ziqiao Wang, Zhi Liu, Shuo Li
2022 J jnl
X-CTRSNet: 3D cervical vertebra CT reconstruction and segmentation directly from 2D X-ray images.
Knowl. Based Syst.
Rongjun Ge, Yuting He, Cong Xia, Chenchu Xu, Weiya Sun, Guanyu Yang, Junru Li, Zhihua Wang, Hailing Yu, Daoqiang Zhang, Yang Chen, Limin Luo, Shuo Li, Yinsu Zhu
2022 — conf
XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention.
MICCAI (6)
Jiacheng Shi, Yuting He, Youyong Kong, Jean-Louis Coatrieux, Huazhong Shu, Guanyu Yang, Shuo Li
2022 J jnl
XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention.
CoRR
Jiacheng Shi, Yuting He, Youyong Kong, Jean-Louis Coatrieux, Huazhong Shu, Guanyu Yang, Shuo Li
2021 — conf
A Triple-Pooling Graph Neural Network for Multi-scale Topological Learning of Brain Functional Connectivity: Application to ASD Diagnosis.
CICAI (2)
Zhiyuan Zhu, Boyu Wang, Shuo Li
2021 J jnl
APRIL: Anatomical prior-guided reinforcement learning for accurate carotid lumen diameter and intima-media thickness measurement.
Medical Image Anal.
Sheng Lian, Zhiming Luo, Cheng Feng, Shaozi Li, Shuo Li
2021 J jnl
Applying Cross-Modality Data Processing for Infarction Learning in Medical Internet of Things.
IEEE Internet Things J.
Chenchu Xu, Zhifan Gao, Dong Zhang, Jinglin Zhang, Lei Xu, Shuo Li
2021 J jnl
Automatic segmentation of the cardiac MR images based on nested fully convolutional dense network with dilated convolution.
Biomed. Signal Process. Control.
Hongyang Zhang, Wenxue Zhang, Weihao Shen, Nana Li, Yunjie Chen, Shuo Li, Bo Chen, Shijie Guo, Yuanquan Wang
2021 J jnl
Automatic vertebrae recognition from arbitrary spine MRI images by a category-Consistent self-calibration detection framework.
Medical Image Anal.
Shen Zhao, Xi Wu, Bo Chen, Shuo Li
2021 — conf
CPNet: Cycle Prototype Network for Weakly-Supervised 3D Renal Compartments Segmentation on CT Images.
MICCAI (2)
Song Wang, Yuting He, Youyong Kong, Xiaomei Zhu, Shaobo Zhang, Pengfei Shao, Jean-Louis Dillenseger, Jean-Louis Coatrieux, Shuo Li, Guanyu Yang
2021 J jnl
CPNet: Cycle Prototype Network for Weakly-supervised 3D Renal Compartments Segmentation on CT Images.
CoRR
Song Wang, Yuting He, Youyong Kong, Xiaomei Zhu, Shaobo Zhang, Pengfei Shao, Jean-Louis Dillenseger, Jean-Louis Coatrieux, Shuo Li, Guanyu Yang
2021 J jnl
Dissected aorta segmentation using convolutional neural networks.
Comput. Methods Programs Biomed.
Tianling Lyu, Guanyu Yang, Xingran Zhao, Huazhong Shu, Limin Luo, Duanduan Chen, Jiang Xiong, Jian Yang, Shuo Li, Jean-Louis Coatrieux, Yang Chen
2021 J jnl
ELNet: Automatic classification and segmentation for esophageal lesions using convolutional neural network.
Medical Image Anal.
Zhan Wu, Rongjun Ge, Minli Wen, Gaoshuang Liu, Yang Chen, Pinzheng Zhang, Xiaopu He, Jie Hua, Limin Luo, Shuo Li
2021 — conf
EnMcGAN: Adversarial Ensemble Learning for 3D Complete Renal Structures Segmentation.
IPMI
Yuting He, Rongjun Ge, Xiaoming Qi, Guanyu Yang, Yang Chen, Youyong Kong, Huazhong Shu, Jean-Louis Coatrieux, Shuo Li
2021 J jnl
EnMcGAN: Adversarial Ensemble Learning for 3D Complete Renal Structures Segmentation.
CoRR
Yuting He, Rongjun Ge, Xiaoming Qi, Guanyu Yang, Yang Chen, Youyong Kong, Huazhong Shu, Jean-Louis Coatrieux, Shuo Li
2021 J jnl
Estimating Functional Connectivity by Integration of Inherent Brain Function Activity Pattern Priors.
IEEE ACM Trans. Comput. Biol. Bioinform.
Zhiyuan Zhu, Zonglei Zhen, Xia Wu, Shuo Li
2021 J jnl
Estimating dual-energy CT imaging from single-energy CT data with material decomposition convolutional neural network.
Medical Image Anal.
Tianling Lyu, Wei Zhao, Yinsu Zhu, Zhan Wu, Yikun Zhang, Yang Chen, Limin Luo, Shuo Li, Lei Xing
2021 J jnl
Evaluation and comparison of accurate automated spinal curvature estimation algorithms with spinal anterior-posterior X-Ray images: The AASCE2019 challenge.
Medical Image Anal.
Liansheng Wang, Cong Xie, Yi Lin, Hong-Yu Zhou, Kailin Chen, Dalong Cheng, Florian Dubost, Benjamin Collery, Bidur Khanal, Bishesh Khanal, Rong Tao, Shangliang Xu, Upasana Upadhyay Bharadwaj, Zhusi Zhong, Jie Li, Shuxin Wang, Shuo Li
2021 — conf
Learning Consistency- and Discrepancy-Context for 2D Organ Segmentation.
MICCAI (1)
Lei Li, Sheng Lian, Zhiming Luo, Shaozi Li, Beizhan Wang, Shuo Li
2021 J jnl
Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data.
IEEE J. Biomed. Health Informatics
Wufeng Xue, Jiahui Li, Zhiqiang Hu, Eric Kerfoot, James R. Clough, Ilkay Öksüz, Hao Xu, Vicente Grau, Fumin Guo, Matthew Ng, Xiang Li, Quanzheng Li, Lihong Liu, Jin Ma, Elias Grinias, Georgios Tziritas, Wenjun Yan, Angélica Atehortúa, Mireille Garreau, Yeonggul Jang, Alejandro Debus, Enzo Ferrante, Guanyu Yang, Tiancong Hua, Shuo Li
2021 J jnl
Meta grayscale adaptive network for 3D integrated renal structures segmentation.
Medical Image Anal.
Yuting He, Guanyu Yang, Jian Yang, Rongjun Ge, Youyong Kong, Xiaomei Zhu, Shaobo Zhang, Pengfei Shao, Huazhong Shu, Jean-Louis Dillenseger, Jean-Louis Coatrieux, Shuo Li
2021 J jnl
Multi-Indices Quantification for Left Ventricle via DenseNet and GRU-Based Encoder-Decoder with Attention.
Complex.
Zhi Liu, Yunhua Lu, Xiaochuan Zhang, Sen Wang, Shuo Li, Bo Chen
2021 J jnl
Multitask Learning for Estimating Multitype Cardiac Indices in MRI and CT Based on Adversarial Reverse Mapping.
IEEE Trans. Neural Networks Learn. Syst.
Chengjin Yu, Zhifan Gao, Weiwei Zhang, Guang Yang, Shu Zhao, Heye Zhang, Yanping Zhang, Shuo Li
2021 J jnl
OF-UMRN: Uncertainty-guided multitask regression network aided by optical flow for fully automated comprehensive analysis of carotid artery.
Medical Image Anal.
Chengqian Zhao, Dengwang Li, Cheng Feng, Shuo Li
2021 J jnl
Quantifying Axial Spine Images Using Object-Specific Bi-Path Network.
IEEE J. Biomed. Health Informatics
Liyan Lin, Xi Tao, Wei Yang, Shumao Pang, Zhihai Su, Hai Lu, Shuo Li, Qianjin Feng, Bo Chen
2021 J jnl
Recent advances in artificial intelligence for cardiac imaging.
Comput. Medical Imaging Graph.
Guang Yang, Heye Zhang, David N. Firmin, Shuo Li
2021 J jnl
Sequential conditional reinforcement learning for simultaneous vertebral body detection and segmentation with modeling the spine anatomy.
Medical Image Anal.
Dong Zhang, Bo Chen, Shuo Li
2021 J jnl
Synthesis of gadolinium-enhanced liver tumors on nonenhanced liver MR images using pixel-level graph reinforcement learning.
Medical Image Anal.
Chenchu Xu, Dong Zhang, Jaron Chong, Bo Chen, Shuo Li
2021 J jnl
TSU-net: Two-stage multi-scale cascade and multi-field fusion U-net for right ventricular segmentation.
Comput. Medical Imaging Graph.
Xiuquan Du, Xiaofei Xu, Heng Liu, Shuo Li
2021 J jnl
Thanka Mural Inpainting Based on Multi-Scale Adaptive Partial Convolution and Stroke-Like Mask.
IEEE Trans. Image Process.
Nianyi Wang, Weilan Wang, Wenjin Hu, Aaron Fenster, Shuo Li
2021 A* conf
Thin Semantics Enhancement via High-Frequency Priori Rule for Thin Structures Segmentation.
ICDM
Yuting He, Rongjun Ge, Jiasong Wu, Jean-Louis Coatrieux, Huazhong Shu, Yang Chen, Guanyu Yang, Shuo Li
2021 J jnl
Unifying neural learning and symbolic reasoning for spinal medical report generation.
Medical Image Anal.
Zhongyi Han, Benzheng Wei, Xiaoming Xi, Bo Chen, Yilong Yin, Shuo Li
2021 J jnl
United adversarial learning for liver tumor segmentation and detection of multi-modality non-contrast MRI.
Medical Image Anal.
Jianfeng Zhao, Dengwang Li, Xiaojiao Xiao, Fabio Accorsi, Harry Marshall, Tyler Cossetto, Dongkeun Kim, Daniel McCarthy, Cameron Dawson, Stefan Knezevic, Bo Chen, Shuo Li
2021 J jnl
Video salient object detection using dual-stream spatiotemporal attention.
Appl. Soft Comput.
Chenchu Xu, Zhifan Gao, Heye Zhang, Shuo Li, Victor Hugo C. de Albuquerque
2021 J jnl
Weakly-Supervised teacher-Student network for liver tumor segmentation from non-enhanced images.
Medical Image Anal.
Dong Zhang, Bo Chen, Jaron Chong, Shuo Li
2021 — conf
mfTrans-Net: Quantitative Measurement of Hepatocellular Carcinoma via Multi-Function Transformer Regression Network.
MICCAI (5)
Jianfeng Zhao, Xiaojiao Xiao, Dengwang Li, Jaron Chong, Zahra Kassam, Bo Chen, Shuo Li
2020 J jnl
3D shape reconstruction of lumbar vertebra from two X-ray images and a CT model.
IEEE CAA J. Autom. Sinica
Longwei Fang, Zuowei Wang, Zhiqiang Chen, Fengzeng Jian, Shuo Li, Huiguang He
2020 J jnl
An integrated deep learning framework for joint segmentation of blood pool and myocardium.
Medical Image Anal.
Xiuquan Du, Yuhui Song, Yueguo Liu, Yanping Zhang, Heng Liu, Bo Chen, Shuo Li
2020 — conf
BI-Modal Ultrasound Breast Cancer Diagnosis Via Multi-View Deep Neural Network SVM.
ISBI
Bangming Gong, Lu Shen, Cai Chang, Shichong Zhou, Weijun Zhou, Shuo Li, Jun Shi
2020 J jnl
Coarse-to-fine classification for diabetic retinopathy grading using convolutional neural network.
Artif. Intell. Medicine
Zhan Wu, Gonglei Shi, Yang Chen, Fei Shi, Xinjian Chen, Gouenou Coatrieux, Jian Yang, Limin Luo, Shuo Li
2020 J jnl
Commensal correlation network between segmentation and direct area estimation for bi-ventricle quantification.
Medical Image Anal.
Gongning Luo, Suyu Dong, Wei Wang, Kuanquan Wang, Shaodong Cao, Clara M. Tam, Henggui Zhang, Joanne Howey, Pavlo Ohorodnyk, Shuo Li
2020 — ed.
Computational Methods and Clinical Applications for Spine Imaging - 6th International Workshop and Challenge, CSI@MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings
CSI@MICCAI
Yunliang Cai, Liansheng Wang, Michel A. Audette, Guoyan Zheng, Shuo Li
2020 J jnl
Contrast agent-free synthesis and segmentation of ischemic heart disease images using progressive sequential causal GANs.
Medical Image Anal.
Chenchu Xu, Lei Xu, Pavlo Ohorodnyk, Mike Roth, Bo Chen, Shuo Li
2020 — conf
Damage Sensitive and Original Restoration Driven Thanka Mural Inpainting.
PRCV (1)
Nianyi Wang, Weilan Wang, Wenjin Hu, Aaron Fenster, Shuo Li
2020 J jnl
Deep Atlas Network for Efficient 3D Left Ventricle Segmentation on Echocardiography.
Medical Image Anal.
Suyu Dong, Gongning Luo, Clara M. Tam, Wei Wang, Kuanquan Wang, Shaodong Cao, Bo Chen, Henggui Zhang, Shuo Li
2020 — conf
Deep Complementary Joint Model for Complex Scene Registration and Few-Shot Segmentation on Medical Images.
ECCV (18)
Yuting He, Tiantian Li, Guanyu Yang, Youyong Kong, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Jean-Louis Dillenseger, Shuo Li
2020 J jnl
Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images.
CoRR
Yuting He, Tiantian Li, Guanyu Yang, Youyong Kong, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Jean-Louis Dillenseger, Shuo Li
2020 J jnl
Dense biased networks with deep priori anatomy and hard region adaptation: Semi-supervised learning for fine renal artery segmentation.
Medical Image Anal.
Yuting He, Guanyu Yang, Jian Yang, Yang Chen, Youyong Kong, Jiasong Wu, Lijun Tang, Xiaomei Zhu, Jean-Louis Dillenseger, Pengfei Shao, Shaobo Zhang, Huazhong Shu, Jean-Louis Coatrieux, Shuo Li
2020 J jnl
Direct Cup-to-Disc Ratio Estimation for Glaucoma Screening via Semi-Supervised Learning.
IEEE J. Biomed. Health Informatics
Rongchang Zhao, Xuanlin Chen, Xiyao Liu, Zailiang Chen, Fan Guo, Shuo Li
2020 J jnl
Direct Estimation of Spinal Cobb Angles by Structured Multi-Output Regression.
CoRR
Haoliang Sun, Xiantong Zhen, Chris Bailey, Parham Rasoulinejad, Yilong Yin, Shuo Li
2020 J jnl
Direct Quantification of Coronary Artery Stenosis Through Hierarchical Attentive Multi-View Learning.
IEEE Trans. Medical Imaging
Dong Zhang, Guang Yang, Shu Zhao, Yanping Zhang, Dhanjoo N. Ghista, Heye Zhang, Shuo Li
2020 J jnl
Direct estimation of left ventricular ejection fraction via a cardiac cycle feature learning architecture.
Comput. Biol. Medicine
Tianyang Li, Benzheng Wei, Jinyu Cong, Yanfei Hong, Shuo Li
2020 — conf
Discriminative Dictionary-Embedded Network for Comprehensive Vertebrae Tumor Diagnosis.
MICCAI (6)
Shen Zhao, Bin Chen, Heyou Chang, Xi Wu, Shuo Li
2020 J jnl
Dynamically constructed network with error correction for accurate ventricle volume estimation.
Medical Image Anal.
Gongning Luo, Wei Wang, Clara M. Tam, Kuanquan Wang, Shaodong Cao, Henggui Zhang, Bo Chen, Shuo Li
2020 — conf
EGDCL: An Adaptive Curriculum Learning Framework for Unbiased Glaucoma Diagnosis.
ECCV (21)
Rongchang Zhao, Xuanlin Chen, Zailiang Chen, Shuo Li
2020 J jnl
Holistic multitask regression network for multiapplication shape regression segmentation.
Medical Image Anal.
Clara M. Tam, Dong Zhang, Bo Chen, Terry M. Peters, Shuo Li
2020 J jnl
Image Projection Network: 3D to 2D Image Segmentation in OCTA Images.
IEEE Trans. Medical Imaging
Mingchao Li, Yerui Chen, Zexuan Ji, Keren Xie, Songtao Yuan, Qiang Chen, Shuo Li
2020 J jnl
K-Net: Integrate Left Ventricle Segmentation and Direct Quantification of Paired Echo Sequence.
IEEE Trans. Medical Imaging
Rongjun Ge, Guanyu Yang, Yang Chen, Limin Luo, Cheng Feng, Hong Ma, Junyi Ren, Shuo Li
2020 J jnl
Learning Mobile Manipulation through Deep Reinforcement Learning.
Sensors
Cong Wang, Qifeng Zhang, Qiyan Tian, Shuo Li, Xiaohui Wang, David Lane, Yvan R. Petillot, Sen Wang
2020 J jnl
MB-FSGAN: Joint segmentation and quantification of kidney tumor on CT by the multi-branch feature sharing generative adversarial network.
Medical Image Anal.
Yanan Ruan, Dengwang Li, Harry Marshall, Timothy Miao, Tyler Cossetto, Ian Chan, Omar Daher, Fabio Accorsi, Aashish Goela, Shuo Li
2020 J jnl
MMCL-Net: Spinal disease diagnosis in global mode using progressive multi-task joint learning.
Neurocomputing
Yanfei Hong, Benzheng Wei, Zhongyi Han, Xiang Li, Yuanjie Zheng, Shuo Li
2020 J jnl
MRLN: Multi-Task Relational Learning Network for MRI Vertebral Localization, Identification, and Segmentation.
IEEE J. Biomed. Health Informatics
Ranran Zhang, Xiaoyan Xiao, Zhi Liu, Yujun Li, Shuo Li
2020 — conf
Mt-UcGAN: Multi-task Uncertainty-Constrained GAN for Joint Segmentation, Quantification and Uncertainty Estimation of Renal Tumors on CT.
MICCAI (4)
Yanan Ruan, Dengwang Li, Harry Marshall, Timothy Miao, Tyler Cossetto, Ian Chan, Omar Daher, Fabio Accorsi, Aashish Goela, Shuo Li
2020 J jnl
Multi-Task Reinforcement Learning based Mobile Manipulation Control for Dynamic Object Tracking and Grasping.
CoRR
Cong Wang, Qifeng Zhang, Qiyan Tian, Shuo Li, Xiaohui Wang, David Lane, Yvan R. Petillot, Ziyang Hong, Sen Wang
2020 J jnl
Multi-indices quantification of optic nerve head in fundus image via multitask collaborative learning.
Medical Image Anal.
Rongchang Zhao, Shuo Li
2020 — conf
Multi-vertebrae Segmentation from Arbitrary Spine MR Images Under Global View.
MICCAI (6)
Heyou Chang, Shen Zhao, Hao Zheng, Yang Chen, Shuo Li
2020 J jnl
Multiple Axial Spine Indices Estimation via Dense Enhancing Network With Cross-Space Distance-Preserving Regularization.
IEEE J. Biomed. Health Informatics
Liyan Lin, Xi Tao, Shumao Pang, Zhihai Su, Hai Lu, Shuo Li, Qianjin Feng, Bo Chen
2020 J jnl
Multislice left ventricular ejection fraction prediction from cardiac MRIs without segmentation using shared SptDenNet.
Comput. Medical Imaging Graph.
Zhi Liu, Yihao Zhang, Weiwei Li, Shuo Li, Zhiling Zou, Bo Chen
2020 J jnl
Non-rigid retinal image registration using an unsupervised structure-driven regression network.
Neurocomputing
Beiji Zou, Zhiyou He, Rongchang Zhao, Chengzhang Zhu, Wangmin Liao, Shuo Li
2020 A* conf
OF-MSRN: Optical Flow-Auxiliary Multi-Task Regression Network for Direct Quantitative Measurement, Segmentation and Motion Estimation.
AAAI
Chengqian Zhao, Cheng Feng, Dengwang Li, Shuo Li
2020 J jnl
Privileged Modality Distillation for Vessel Border Detection in Intracoronary Imaging.
IEEE Trans. Medical Imaging
Zhifan Gao, Jonathan Chung, Mohamed Abdelrazek, Stephanie Leung, William Kongto Hau, Zhanchao Xian, Heye Zhang, Shuo Li
2020 J jnl
Recursive narrative alignment for movie narrating.
Sci. China Inf. Sci.
Zhongyi Han, Hongbo Wu, Benzheng Wei, Yilong Yin, Shuo Li
2020 J jnl
S
IEEE Access
Tianyang Li, Benzheng Wei, Jinyu Cong, Xuzhou Li, Shuo Li
2020 J jnl
SDAE-GAN: Enable high-dimensional pathological images in liver cancer survival prediction with a policy gradient based data augmentation method.
Medical Image Anal.
Hejun Wu, Rong Gao, Yeong Poh Sheng, Bo Chen, Shuo Li
2020 J jnl
Salient Object Detection in the Distributed Cloud-Edge Intelligent Network.
IEEE Netw.
Zhifan Gao, Heye Zhang, Shizhou Dong, Shanhui Sun, Xin Wang, Guang Yang, Wanqing Wu, Shuo Li, Victor Hugo C. de Albuquerque
2020 J jnl
Segmentation and quantification of infarction without contrast agents via spatiotemporal generative adversarial learning.
Medical Image Anal.
Chenchu Xu, Joanne Howey, Pavlo Ohorodnyk, Mike Roth, Heye Zhang, Shuo Li
2020 J jnl
Segmentation and visualization of left atrium through a unified deep learning framework.
Int. J. Comput. Assist. Radiol. Surg.
Xiuquan Du, Susu Yin, Renjun Tang, Yueguo Liu, Yuhui Song, Yanping Zhang, Heng Liu, Shuo Li
2020 — conf
Segmentation of Paraspinal Muscles at Varied Lumbar Spinal Levels by Explicit Saliency-Aware Learning.
MICCAI (6)
Jiawei Huang, Haotian Shen, Bo Chen, Yue Wang, Shuo Li
2020 J jnl
Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention.
CoRR
Guang Yang, Jun Chen, Zhifan Gao, Shuo Li, Hao Ni, Elsa D. Angelini, Tom Wong, Raad Mohiaddin, Eva Nyktari, Ricardo Wage, Lei Xu, Yanping Zhang, Xiuquan Du, Heye Zhang, David N. Firmin, Jennifer Keegan
2020 J jnl
Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attention.
Future Gener. Comput. Syst.
Guang Yang, Jun Chen, Zhifan Gao, Shuo Li, Hao Ni, Elsa D. Angelini, Tom Wong, Raad Mohiaddin, Eva Nyktari, Ricardo Wage, Lei Xu, Yanping Zhang, Xiuquan Du, Heye Zhang, David N. Firmin, Jennifer Keegan
2020 J jnl
Special issue: third MICCAI workshop on bio-imaging and visualization for patient-customized simulations.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
João Manuel R. S. Tavares, Shuo Li
2020 — ed.
Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges - 10th International Workshop, STACOM 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Revised Selected Papers
STACOM@MICCAI
Mihaela Pop, Maxime Sermesant, Oscar Camara, Xiahai Zhuang, Shuo Li, Alistair A. Young, Tommaso Mansi, Avan Suinesiaputra
2020 — conf
Temporal-Consistent Segmentation of Echocardiography with Co-learning from Appearance and Shape.
MICCAI (2)
Hongrong Wei, Heng Cao, Yiqin Cao, Yongjin Zhou, Wufeng Xue, Dong Ni, Shuo Li
2020 J jnl
Tripartite-GAN: Synthesizing liver contrast-enhanced MRI to improve tumor detection.
Medical Image Anal.
Jianfeng Zhao, Dengwang Li, Zahra Kassam, Joanne Howey, Jaron Chong, Bo Chen, Shuo Li
2020 J jnl
Trustful Internet of Surveillance Things Based on Deeply Represented Visual Co-Saliency Detection.
IEEE Internet Things J.
Zhifan Gao, Chenchu Xu, Heye Zhang, Shuo Li, Victor Hugo C. de Albuquerque
2020 J jnl
Unifying Neural Learning and Symbolic Reasoning for Spinal Medical Report Generation.
CoRR
Zhongyi Han, Benzheng Wei, Yilong Yin, Shuo Li
2020 J jnl
Vessel Structure Extraction using Constrained Minimal Path Propagation.
Artif. Intell. Medicine
Guanyu Yang, Tianling Lv, Yunpeng Shen, Shuo Li, Jian Yang, Yang Chen, Huazhong Shu, Limin Luo, Jean-Louis Coatrieux
2019 — conf
A Deep Reinforcement Learning Framework for Frame-by-Frame Plaque Tracking on Intravascular Optical Coherence Tomography Image.
MICCAI (1)
Gongning Luo, Suyu Dong, Kuanquan Wang, Dong Zhang, Yue Gao, Xin Chen, Henggui Zhang, Shuo Li
2019 J jnl
A Multiclassification Method for Iris Data Based on the Hadamard Error Correction Output Code and a Convolutional Network.
IEEE Access
Yaosong Cheng, Yuanning Liu, Xiaodong Zhu, Shuo Li
2019 J jnl
A novel machine-learning algorithm to estimate the position and size of myocardial infarction for MRI sequence.
Computing
Chenchu Xu, Lin Xu, Heye Zhang, Yanping Zhang, Xiuquan Du, Shuo Li
2019 J jnl
A spatial-aware joint optic disc and cup segmentation method.
Neurocomputing
Qing Liu, Xiaopeng Hong, Shuo Li, Zailiang Chen, Guoying Zhao, Beiji Zou
2019 J jnl
Accurate automated Cobb angles estimation using multi-view extrapolation net.
Medical Image Anal.
Liansheng Wang, Qiuhao Xu, Stephanie Leung, Jonathan Chung, Bo Chen, Shuo Li
2019 J jnl
An Automated and Accurate Spine Curve Analysis System.
IEEE Access
Bo Chen, Qiuhao Xu, Liansheng Wang, Stephanie Leung, Jonathan Chung, Shuo Li
2019 J jnl
An end-to-end joint learning framework of artery-specific coronary calcium scoring in non-contrast cardiac CT.
Computing
Weiwei Zhang, Jinglin Zhang, Xiuquan Du, Yanping Zhang, Shuo Li
2019 — conf
Automatic Vertebrae Recognition from Arbitrary Spine MRI Images by a Hierarchical Self-calibration Detection Framework.
MICCAI (4)
Shen Zhao, Xi Wu, Bo Chen, Shuo Li
2019 B conf
Automatic cardiac landmark localization by a recurrent neural network.
Image Processing
Mike van Zon, Mitko Veta, Shuo Li
2019 J jnl
Automatic spondylolisthesis grading from MRIs across modalities using faster adversarial recognition network.
Medical Image Anal.
Shen Zhao, Xi Wu, Bo Chen, Shuo Li
2019 — ed.
Computational Methods and Clinical Applications for Spine Imaging - 5th International Workshop and Challenge, CSI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers
CSI@MICCAI
Guoyan Zheng, Daniel L. Belavy, Yunliang Cai, Shuo Li
2019 — conf
Context-Aware Inductive Bias Learning for Vessel Border Detection in Multi-modal Intracoronary Imaging.
MICCAI (2)
Zhifan Gao, Shuo Li
2019 — conf
DPA-DenseBiasNet: Semi-supervised 3D Fine Renal Artery Segmentation with Dense Biased Network and Deep Priori Anatomy.
MICCAI (6)
Yuting He, Guanyu Yang, Yang Chen, Youyong Kong, Jiasong Wu, Lijun Tang, Xiaomei Zhu, Jean-Louis Dillenseger, Pengfei Shao, Shaobo Zhang, Huazhong Shu, Jean-Louis Coatrieux, Shuo Li
2019 — conf
Direct Quantification for Coronary Artery Stenosis Using Multiview Learning.
MICCAI (2)
Dong Zhang, Guang Yang, Shu Zhao, Yanping Zhang, Heye Zhang, Shuo Li
2019 J jnl
Direct Quantification for Coronary Artery Stenosis Using Multiview Learning.
CoRR
Dong Zhang, Guang Yang, Shu Zhao, Yanping Zhang, Heye Zhang, Shuo Li
2019 J jnl
Direct Segmentation-Based Full Quantification for Left Ventricle via Deep Multi-Task Regression Learning Network.
IEEE J. Biomed. Health Informatics
Xiuquan Du, Renjun Tang, Susu Yin, Yanping Zhang, Shuo Li
2019 J jnl
Direct automated quantitative measurement of spine by cascade amplifier regression network with manifold regularization.
Medical Image Anal.
Shumao Pang, Zhihai Su, Stephanie Leung, Ilanit Ben Nachum, Bo Chen, Qianjin Feng, Shuo Li
2019 — conf
EchoQuan-Net: Direct Quantification of Echo Sequence for Left Ventricle Multidimensional Indices via Global-Local Learning, Geometric Adjustment and Multi-target Relation Learning.
ICANN (Workshop)
Rongjun Ge, Guanyu Yang, Chenchu Xu, Jiulou Zhang, Yang Chen, Limin Luo, Cheng Feng, Heye Zhang, Shuo Li
2019 J jnl
Learning the implicit strain reconstruction in ultrasound elastography using privileged information.
Medical Image Anal.
Zhifan Gao, Sitong Wu, Zhi Liu, Jianwen Luo, Heye Zhang, Mingming Gong, Shuo Li
2019 J jnl
MA-Shape: Modality Adaptation Shape Regression for Left Ventricle Segmentation on Mixed MR and CT Images.
IEEE Access
Jinyu Cong, Yuanjie Zheng, Wufeng Xue, Bofeng Cao, Shuo Li
2019 — conf
Multi-index Optic Disc Quantification via MultiTask Ensemble Learning.
MICCAI (1)
Rongchang Zhao, Zailiang Chen, Xiyao Liu, Beiji Zou, Shuo Li
2019 J jnl
PV-LVNet: Direct left ventricle multitype indices estimation from 2D echocardiograms of paired apical views with deep neural networks.
Medical Image Anal.
Rongjun Ge, Guanyu Yang, Yang Chen, Limin Luo, Cheng Feng, Heye Zhang, Shuo Li
2019 J jnl
Quantification of Full Left Ventricular Metrics via Deep Regression Learning With Contour-Guidance.
IEEE Access
Wenji Wang, Yuanquan Wang, Yuwei Wu, Tao Lin, Shuo Li, Bo Chen
2019 — conf
Radiomics-guided GAN for Segmentation of Liver Tumor Without Contrast Agents.
MICCAI (2)
Xiaojiao Xiao, Juanjuan Zhao, Yan Qiang, Jaron Chong, Xiaotang Yang, Ntikurako Guy-Fernand Kazihise, Bo Chen, Shuo Li
2019 J jnl
Recurrent Aggregation Learning for Multi-View Echocardiographic Sequences Segmentation.
CoRR
Ming Li, Weiwei Zhang, Guang Yang, Chengjia Wang, Heye Zhang, Huafeng Liu, Wei Zheng, Shuo Li
2019 — conf
Recurrent Aggregation Learning for Multi-view Echocardiographic Sequences Segmentation.
MICCAI (2)
Ming Li, Weiwei Zhang, Guang Yang, Chengjia Wang, Heye Zhang, Huafeng Liu, Wei Zheng, Shuo Li
2019 — ed.
Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges - 9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers
STACOM@MICCAI
Mihaela Pop, Maxime Sermesant, Jichao Zhao, Shuo Li, Kristin McLeod, Alistair A. Young, Kawal S. Rhode, Tommaso Mansi
2019 — conf
Stereo-Correlation and Noise-Distribution Aware ResVoxGAN for Dense Slices Reconstruction and Noise Reduction in Thick Low-Dose CT.
MICCAI (6)
Rongjun Ge, Guanyu Yang, Chenchu Xu, Yang Chen, Limin Luo, Shuo Li
2019 A* conf
Weakly-Supervised Simultaneous Evidence Identification and Segmentation for Automated Glaucoma Diagnosis.
AAAI
Rongchang Zhao, Wangmin Liao, Beiji Zou, Zailiang Chen, Shuo Li
2018 — conf
A discriminative learning based approach for automated nasopharyngeal carcinoma segmentation leveraging multi-modality similarity metric learning.
ISBI
Zongqing Ma, Xi Wu, Shanhui Sun, Chaoyang Xia, Zhipeng Yang, Shuo Li, Jiliu Zhou
2018 J jnl
An Automatic Cardiac Arrhythmia Classification System With Wearable Electrocardiogram.
IEEE Access
Yufa Xia, Huailing Zhang, Lin Xu, Zhifan Gao, Heye Zhang, Huafeng Liu, Shuo Li
2018 J jnl
Automated Pathogenesis-Based Diagnosis of Lumbar Neural Foraminal Stenosis via Deep Multiscale Multitask Learning.
Neuroinformatics
Zhongyi Han, Benzheng Wei, Stephanie Leung, Ilanit Ben Nachum, David T. Laidley, Shuo Li
2018 J jnl
Automated comprehensive Adolescent Idiopathic Scoliosis assessment using MVC-Net.
Medical Image Anal.
Hongbo Wu, Chris Bailey, Parham Rasoulinejad, Shuo Li
2018 — conf
Automated delineation of organs-at-risk in head and neck CT images using multi-output support vector regression.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Clara M. Tam, Xiaofeng Yang, Sibo Tian, Xi Jiang, Jonathan J. Beitler, Shuo Li
2018 J jnl
Automated neural foraminal stenosis grading via task-aware structural representation learning.
Neurocomputing
Xiaoxu He, Stephanie Leung, James Warrington, Olga Shmuilovich, Shuo Li
2018 — conf
Cardiac Motion Scoring with Segment- and Subject-Level Non-local Modeling.
MICCAI (2)
Wufeng Xue, Gary Brahm, Stephanie Leung, Olga Shmuilovich, Shuo Li
2018 J jnl
Cardiac Motion Scoring with Segment- and Subject-level Non-Local Modeling.
CoRR
Wufeng Xue, Gary Brahm, Stephanie Leung, Olga Shmuilovich, Shuo Li
2018 A conf
Deep Learning intra-image and inter-images features for Co-saliency detection.
BMVC
Min Li, Shizhong Dong, Kun Zhang, Zhifan Gao, Xi Wu, Heye Zhang, Guang Yang, Shuo Li
2018 J jnl
Deep Regression Segmentation for Cardiac Bi-Ventricle MR Images.
IEEE Access
Xiuquan Du, Weiwei Zhang, Heye Zhang, Jun Chen, Yanping Zhang, James Warrington, Gary Brahm, Shuo Li
2018 J jnl
DeepSS: Exploring Splice Site Motif Through Convolutional Neural Network Directly From DNA Sequence.
IEEE Access
Xiuquan Du, Yu Yao, Yanyu Diao, Huaixu Zhu, Yanping Zhang, Shuo Li
2018 — conf
Direct Automated Quantitative Measurement of Spine via Cascade Amplifier Regression Network.
MICCAI (2)
Shumao Pang, Stephanie Leung, Ilanit Ben Nachum, Qianjin Feng, Shuo Li
2018 J jnl
Direct Automated Quantitative Measurement of Spine via Cascade Amplifier Regression Network.
CoRR
Shumao Pang, Stephanie Leung, Ilanit Ben Nachum, Qianjin Feng, Shuo Li
2018 — conf
Direct Reconstruction of Ultrasound Elastography Using an End-to-End Deep Neural Network.
MICCAI (1)
Sitong Wu, Zhifan Gao, Zhi Liu, Jianwen Luo, Heye Zhang, Shuo Li
2018 J jnl
Direct delineation of myocardial infarction without contrast agents using a joint motion feature learning architecture.
Medical Image Anal.
Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Huafeng Liu, Shuo Li
2018 — conf
Evaluation and Comparison of Automatic Intervertebral Disc Localization and Segmentation methods with 3D Multi-modality MR Images: A Grand Challenge.
CSI@MICCAI
Guodong Zeng, Daniel L. Belavy, Shuo Li, Guoyan Zheng
2018 J jnl
Full left ventricle quantification via deep multitask relationships learning.
Medical Image Anal.
Wufeng Xue, Gary Brahm, Sachin Pandey, Stephanie Leung, Shuo Li
2018 J jnl
Glioma Segmentation With a Unified Algorithm in Multimodal MRI Images.
IEEE Access
Qingneng Li, Zhifan Gao, Qiuyu Wang, Jun Xia, Heye Zhang, Huailing Zhang, Huafeng Liu, Shuo Li
2018 A conf
Holistic and Deep Feature Pyramids for Saliency Detection.
BMVC
Shizhong Dong, Zhifan Gao, Shanhui Sun, Xin Wang, Ming Li, Heye Zhang, Guang Yang, Huafeng Liu, Shuo Li
2018 J jnl
Motion Tracking of the Carotid Artery Wall From Ultrasound Image Sequences: a Nonlinear State-Space Approach.
IEEE Trans. Medical Imaging
Zhifan Gao, YanJie Li, Yuanyuan Sun, Jiayuan Yang, Huahua Xiong, Heye Zhang, Xin Liu, Wanqing Wu, Dong Liang, Shuo Li
2018 — conf
MuTGAN: Simultaneous Segmentation and Quantification of Myocardial Infarction Without Contrast Agents via Joint Adversarial Learning.
MICCAI (2)
Chenchu Xu, Lei Xu, Gary Brahm, Heye Zhang, Shuo Li
2018 J jnl
Multi-Target Regression via Robust Low-Rank Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Xiantong Zhen, Mengyang Yu, Xiaofei He, Shuo Li
2018 J jnl
Multitarget Sparse Latent Regression.
IEEE Trans. Neural Networks Learn. Syst.
Xiantong Zhen, Mengyang Yu, Feng Zheng, Ilanit Ben Nachum, Mousumi Bhaduri, David T. Laidley, Shuo Li
2018 J jnl
Robust Segmentation of Intima-Media Borders With Different Morphologies and Dynamics During the Cardiac Cycle.
IEEE J. Biomed. Health Informatics
Shen Zhao, Zhifan Gao, Heye Zhang, Yaoqin Xie, Jianwen Luo, Dhanjoo N. Ghista, Zhanghong Wei, Xiaojun Bi, Huahua Xiong, Chenchu Xu, Shuo Li
2018 — ed.
Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation - International Workshops, POCUS 2018, BIVPCS 2018, CuRIOUS 2018, and CPM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings
POCUS/BIVPCS/CuRIOUS/CPM@MICCAI
Danail Stoyanov, Zeike Taylor, Stephen R. Aylward, João Manuel R. S. Tavares, Yiming Xiao, Amber L. Simpson, Anne L. Martel, Lena Maier-Hein, Shuo Li, Hassan Rivaz, Ingerid Reinertsen, Matthieu Chabanas, Keyvan Farahani
2018 J jnl
Sparse regression with output correlation for cardiac ejection fraction estimation.
Inf. Sci.
Bin Gu, Yingying Shan, Victor S. Sheng, Yuhui Zheng, Shuo Li
2018 J jnl
Spine-GAN: Semantic segmentation of multiple spinal structures.
Medical Image Anal.
Zhongyi Han, Benzheng Wei, Ashley Mercado, Stephanie Leung, Shuo Li
2018 — conf
Towards Automatic Report Generation in Spine Radiology Using Weakly Supervised Framework.
MICCAI (4)
Zhongyi Han, Benzheng Wei, Stephanie Leung, Jonathan Chung, Shuo Li
2018 — conf
Utility Balanced Classification for Automatic Electronic Medical Record Analysis.
ICSAI
Liansheng Wang, Qiuhao Xu, Shuo Li
2018 — conf
VoxelAtlasGAN: 3D Left Ventricle Segmentation on Echocardiography with Atlas Guided Generation and Voxel-to-Voxel Discrimination.
MICCAI (4)
Suyu Dong, Gongning Luo, Kuanquan Wang, Shaodong Cao, Ashley Mercado, Olga Shmuilovich, Henggui Zhang, Shuo Li
2018 J jnl
VoxelAtlasGAN: 3D Left Ventricle Segmentation on Echocardiography with Atlas Guided Generation and Voxel-to-voxel Discrimination.
CoRR
Suyu Dong, Gongning Luo, Kuanquan Wang, Shaodong Cao, Ashley Mercado, Olga Shmuilovich, Henggui Zhang, Shuo Li
2017 — conf
Automated assessment of breast tissue density in non-contrast 3D CT images without image segmentation based on a deep CNN.
Computer-Aided Diagnosis
Xiangrong Zhou, Takuya Kano, Hiromi Koyasu, Shuo Li, Xinxin Zhou, Takeshi Hara, Masayuki Matsuo, Hiroshi Fujita
2017 — conf
Automated grading of lumbar disc degeneration via supervised distance metric learning.
Computer-Aided Diagnosis
Xiaoxu He, Mark Landis, Stephanie Leung, James Warrington, Olga Shmuilovich, Shuo Li
2017 J jnl
Automated segmentation and area estimation of neural foramina with boundary regression model.
Pattern Recognit.
Xiaoxu He, Andrea Lum, Manas Sharma, Gary Brahm, Ashley Mercado, Shuo Li
2017 — conf
Automatic Landmark Estimation for Adolescent Idiopathic Scoliosis Assessment Using BoostNet.
MICCAI (1)
Hongbo Wu, Chris Bailey, Parham Rasoulinejad, Shuo Li
2017 J jnl
Cross Validation Through Two-Dimensional Solution Surface for Cost-Sensitive SVM.
IEEE Trans. Pattern Anal. Mach. Intell.
Bin Gu, Victor S. Sheng, KengYeow Tay, Walter Romano, Shuo Li
2017 J jnl
Current trends in the development of intelligent unmanned autonomous systems.
Frontiers Inf. Technol. Electron. Eng.
Tao Zhang, Qing Li, Chang-shui Zhang, Hua-wei Liang, Ping Li, Tianmiao Wang, Shuo Li, Yun-long Zhu, Cheng Wu
2017 J jnl
Descriptor Learning via Supervised Manifold Regularization for Multioutput Regression.
IEEE Trans. Neural Networks Learn. Syst.
Xiantong Zhen, Mengyang Yu, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2017 — conf
Detection of lumen and media-adventitia borders in IVUS images using sparse auto-encoder neural network.
ISBI
Shengran Su, Zhifan Gao, Heye Zhang, Qiang Lin, William Kongto Hau, Shuo Li
2017 J jnl
Development of a Virtual Platform for Telepresence Control of an Underwater Manipulator Mounted on a Submersible Vehicle.
IEEE Trans. Ind. Electron.
Jin Zhang, Wei Li, Jiancheng Yu, Qifeng Zhang, Shengguo Cui, Yan Li, Shuo Li, Genshe Chen
2017 — conf
Direct Detection of Pixel-Level Myocardial Infarction Areas via a Deep-Learning Algorithm.
MICCAI (3)
Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Shuo Li
2017 — conf
Direct Estimation of Regional Wall Thicknesses via Residual Recurrent Neural Network.
IPMI
Wufeng Xue, Ilanit Ben Nachum, Sachin Pandey, James Warrington, Stephanie Leung, Shuo Li
2017 J jnl
Direct Estimation of Regional Wall Thicknesses via Residual Recurrent Neural Network.
CoRR
Wufeng Xue, Ilanit Ben Nachum, Sachin Pandey, James Warrington, Stephanie Leung, Shuo Li
2017 — conf
Direct Estimation of Spinal Cobb Angles by Structured Multi-output Regression.
IPMI
Haoliang Sun, Xiantong Zhen, Chris Bailey, Parham Rasoulinejad, Yilong Yin, Shuo Li
2017 J jnl
Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning.
CoRR
Wufeng Xue, Ali Islam, Mousumi Bhaduri, Shuo Li
2017 J jnl
Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning.
IEEE Trans. Medical Imaging
Wufeng Xue, Ali Islam, Mousumi Bhaduri, Shuo Li
2017 J jnl
Direct and simultaneous estimation of cardiac four chamber volumes by multioutput sparse regression.
Medical Image Anal.
Xiantong Zhen, Heye Zhang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2017 — conf
Direct aneurysm volume estimation by multi-view semi-supervised manifold learning.
ISBI
Liansheng Wang, Shusheng Li, Yiping Chen, Jiankun Lin, ChangHua Liu, Xiantong Zeng, Shuo Li
2017 J jnl
Direct detection of pixel-level myocardial infarction areas via a deep-learning algorithm.
CoRR
Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Shuo Li
2017 B conf
Direct spondylolisthesis identification and measurement in MR/CT using detectors trained by articulated parameterized spine model.
Image Processing
Yunliang Cai, Stephanie Leung, James Warrington, Sachin Pandey, Olga Shmuilovich, Shuo Li
2017 — conf
Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra- and Inter-Task Relatedness.
MICCAI (3)
Wufeng Xue, Andrea Lum, Ashley Mercado, Mark Landis, James Warrington, Shuo Li
2017 J jnl
Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra- and Inter-Task Relatedness.
CoRR
Wufeng Xue, Andrea Lum, Ashley Mercado, Mark Landis, James Warrington, Shuo Li
2017 — ed.
Imaging for Patient-Customized Simulations and Systems for Point-of-Care Ultrasound - International Workshops, BIVPCS 2017 and POCUS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, 2017, Proceedings
BIVPCS/POCUS@MICCAI
M. Jorge Cardoso, Tal Arbel, João Manuel R. S. Tavares, Stephen R. Aylward, Shuo Li, Emad Boctor, Gabor Fichtinger, Kevin Cleary, Bradley Freeman, Luv Kohli, Deborah Shipley Kane, Matt Oetgen, Sonja Pujol
2017 A* conf
Learning Deep Match Kernels for Image-Set Classification.
CVPR
Haoliang Sun, Xiantong Zhen, Yuanjie Zheng, Gongping Yang, Yilong Yin, Shuo Li
2017 J jnl
Preface.
Comput. Medical Imaging Graph.
Xinjian Chen, Shuo Li, Emanuele Trucco, Jimmy Jiang Liu, Yonggang Shi, Beiji Zou
2017 J jnl
Robust estimation of carotid artery wall motion using the elasticity-based state-space approach.
Medical Image Anal.
Zhifan Gao, Huahua Xiong, Xin Liu, Heye Zhang, Dhanjoo N. Ghista, Wanqing Wu, Shuo Li
2017 J jnl
Unsupervised boundary delineation of spinal neural foramina using a multi-feature and adaptive spectral segmentation.
Medical Image Anal.
Xiaoxu He, Heye Zhang, Mark Landis, Manas Sharma, James Warrington, Shuo Li
2017 J jnl
Unsupervised shape discovery using synchronized spectral networks.
Pattern Recognit.
Yunliang Cai, Andrea Lum, Ashley Mercado, Mark Landis, James Warrington, Shuo Li
2017 J jnl
Volume Calculation of CT lung Lesions based on Halton Low-discrepancy Sequences.
CoRR
Liansheng Wang, Shusheng Li, Shuo Li
2017 — conf
Volume calculation of CT lung lesions based on Halton low-discrepancy sequences.
Computer-Aided Diagnosis
Shusheng Li, Liansheng Wang, Shuo Li
2016 — conf
3D path following control method for torpedo-type AUVs with uncertainty terms in their dynamics.
ROBIO
Ji-Hong Li, Hyung-Joo Kang, Sung-Mun Hong, Jin-Ho Suh, Shuo Li
2016 J jnl
A multi-center milestone study of clinical vertebral CT segmentation.
Comput. Medical Imaging Graph.
Jianhua Yao, Joseph E. Burns, Daniel Forsberg, Alexander Seitel, Abtin Rasoulian, Purang Abolmaesumi, Kerstin Hammernik, Martin Urschler, Bulat Ibragimov, Robert Korez, Tomaz Vrtovec, Isaac Castro-Mateos, Jose M. Pozo, Alejandro F. Frangi, Ronald M. Summers, Shuo Li
2016 — conf
Active disturbance rejection control for diving motion of Autonomous Underwater Vehicles.
ROBIO
Zhibin Jiang, Shuo Li, Tiejun Liu
2016 — conf
Automated Diagnosis of Neural Foraminal Stenosis Using Synchronized Superpixels Representation.
MICCAI (2)
Xiaoxu He, Yilong Yin, Manas Sharma, Gary Brahm, Ashley Mercado, Shuo Li
2016 — conf
Automatic quantification of mammary glands on non-contrast x-ray CT by using a novel segmentation approach.
Computer-Aided Diagnosis
Xiangrong Zhou, Takuya Kano, Yunliang Cai, Shuo Li, Xinxin Zhou, Takeshi Hara, Ryujiro Yokoyama, Hiroshi Fujita
2016 — conf
Carotid Artery Wall Motion Estimated from Ultrasound Imaging Sequences Using a Nonlinear State Space Approach.
MICCAI (3)
Zhifan Gao, Yuanyuan Sun, Heye Zhang, Dhanjoo N. Ghista, YanJie Li, Huahua Xiong, Xin Liu, Yaoqin Xie, Wanqing Wu, Shuo Li
2016 — ed.
Computational Methods and Clinical Applications for Spine Imaging - 4th International Workshop and Challenge, CSI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers
CSI@MICCAI
Jianhua Yao, Tomaz Vrtovec, Guoyan Zheng, Alejandro F. Frangi, Ben Glocker, Shuo Li
2016 — ed.
Computational Methods and Clinical Applications for Spine Imaging - Third International Workshop and Challenge, CSI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Revised Selected Papers
CSI@MICCAI
Tomaz Vrtovec, Jianhua Yao, Ben Glocker, Tobias Klinder, Alejandro F. Frangi, Guoyan Zheng, Shuo Li
2016 J jnl
Detecting left ventricular impaired relaxation in cardiac MRI using moving mesh correspondences.
Comput. Methods Programs Biomed.
Kumaradevan Punithakumar, Ismail Ben Ayed, Mariam Afshin, Aashish Goela, Ali Islam, Shuo Li, Pierre Boulanger, Harald Becher, Michelle Noga
2016 — conf
Forward-looking sonar image mosaicking by feature tracking.
ROBIO
Sanming Song, J. Michael Herrmann, Kaizhou Liu, Shuo Li, Xisheng Feng
2016 J jnl
Multi-modal vertebrae recognition using Transformed Deep Convolution Network.
Comput. Medical Imaging Graph.
Yunliang Cai, Mark Landis, David T. Laidley, Anat Kornecki, Andrea Lum, Shuo Li
2016 J jnl
Multi-scale deep networks and regression forests for direct bi-ventricular volume estimation.
Medical Image Anal.
Xiantong Zhen, Zhijie Wang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2016 — conf
Multi-task Shape Regression for Medical Image Segmentation.
MICCAI (3)
Xiantong Zhen, Yilong Yin, Mousumi Bhaduri, Ilanit Ben Nachum, David T. Laidley, Shuo Li
2016 J jnl
Spine labeling in axial magnetic resonance imaging via integral kernels.
Comput. Medical Imaging Graph.
Brandon Miles, Ismail Ben Ayed, Seyed-Parsa Hojjat, Michael Wang, Shuo Li, Aaron Fenster, Gregory J. Garvin
2016 J jnl
Unsupervised Freeview Groupwise Cardiac Segmentation Using Synchronized Spectral Network.
IEEE Trans. Medical Imaging
Yunliang Cai, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2015 A* conf
Bi-Parameter Space Partition for Cost-Sensitive SVM.
IJCAI
Bin Gu, Victor S. Sheng, Shuo Li
2015 J jnl
Correction to "Regression Segmentation for M
IEEE Trans. Medical Imaging
Zhijie Wang, Xiantong Zhen, KengYeow Tay, Said Osman, Walter Romano, Shuo Li
2015 — conf
Direct and Simultaneous Four-Chamber Volume Estimation by Multi-Output Regression.
MICCAI (1)
Xiantong Zhen, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2015 B conf
Direct volume estimation without segmentation.
Image Processing
Xiantong Zhen, Zhijie Wang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2015 J jnl
Distribution Matching with the Bhattacharyya Similarity: A Bound Optimization Framework.
IEEE Trans. Pattern Anal. Mach. Intell.
Ismail Ben Ayed, Kumaradevan Punithakumar, Shuo Li
2015 J jnl
Guest Editorial Special Issue on Spine Imaging, Image-Based Modeling, and Image Guided Intervention.
IEEE Trans. Medical Imaging
Shuo Li, Jianhua Yao, Nassir Navab
2015 J jnl
Incremental Support Vector Learning for Ordinal Regression.
IEEE Trans. Neural Networks Learn. Syst.
Bin Gu, Victor S. Sheng, KengYeow Tay, Walter Romano, Shuo Li
2015 J jnl
Incremental learning for ν-Support Vector Regression.
Neural Networks
Bin Gu, Victor S. Sheng, Zhijie Wang, Derek Ho, Said Osman, Shuo Li
2015 — conf
Localization and Segmentation of 3D Intervertebral Discs from MR Images via a Learning Based Method: A Validation Framework.
CSI@MICCAI
Chengwen Chu, Weimin Yu, Shuo Li, Guoyan Zheng
2015 A conf
Maintaining constant towing tension between cable ship and burying system under sea waves by hybrid FUZZY P + ID controller.
IROS
Qi Chen, Wei Li, Xiaohui Wang, Yan Li, Shuo Li, Bin Xian
2015 J jnl
Medical image computing in diagnosis and intervention of spinal diseases.
Comput. Medical Imaging Graph.
Guoyan Zheng, Shuo Li
2015 J jnl
Multi-Modality Vertebra Recognition in Arbitrary Views Using 3D Deformable Hierarchical Model.
IEEE Trans. Medical Imaging
Yunliang Cai, Said Osman, Manas Sharma, Mark Landis, Shuo Li
2015 — conf
Prognosis of intervertebral disc loss from diagnosis of degenerative disc disease.
Computer-Aided Diagnosis
Shuo Li, A. Lin, KengYeow Tay, Walter Romano, Said Osman
2015 J jnl
Regression Segmentation for M
IEEE Trans. Medical Imaging
Zhijie Wang, Xiantong Zhen, KengYeow Tay, Said Osman, Walter Romano, Shuo Li
2015 J jnl
Special issue: 1st MICCAI workshop on bio- imaging and visualization for patient-customized simulations.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
João Manuel R. S. Tavares, Xiongbiao Luo, Shuo Li
2015 A* conf
Supervised descriptor learning for multi-output regression.
CVPR
Xiantong Zhen, Zhijie Wang, Mengyang Yu, Shuo Li
2015 J jnl
Towards Direct Medical Image Analysis without Segmentation.
CoRR
Xiantong Zhen, Shuo Li
2015 — conf
Unsupervised Free-View Groupwise Segmentation for M3 Cardiac Images Using Synchronized Spectral Network.
MICCAI (2)
Yunliang Cai, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2014 — conf
Detecting left ventricular impaired relaxation using MR imaging.
BHI
Kumaradevan Punithakumar, Michelle Noga, Pierre Boulanger, Ismail Ben Ayed, Mariam Afshin, Aashish Goela, Ali Islam, Shuo Li
2014 — conf
Direct Estimation of Cardiac Bi-ventricular Volumes with Regression Forests.
MICCAI (2)
Xiantong Zhen, Zhijie Wang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2014 J jnl
Direct Estimation of Cardiac Biventricular Volumes With an Adapted Bayesian Formulation.
IEEE Trans. Biomed. Eng.
Zhijie Wang, Mohamed Ben Salah, Bin Gu, Ali Islam, Aashish Goela, Shuo Li
2014 J jnl
Regional Assessment of Cardiac Left Ventricular Myocardial Function via MRI Statistical Features.
IEEE Trans. Medical Imaging
Mariam Afshin, Ismail Ben Ayed, Kumaradevan Punithakumar, Max W. K. Law, Ali Islam, Aashish Goela, Terry M. Peters, Shuo Li
2013 — conf
Gradient Competition Anisotropy for Centerline Extraction and Segmentation of Spinal Cords.
IPMI
Max W. K. Law, Gregory J. Garvin, Sudhakar Tummala, KengYeow Tay, Andrew E. Leung, Shuo Li
2013 J jnl
How to Understand LMMSE Transceiver Design for MIMO Systems From Quadratic Matrix Programming
CoRR
Chengwen Xing, Shuo Li, Zesong Fei, Jingming Kuang
2013 J jnl
How to understand linear minimum mean-square-error transceiver design for multiple-input-multiple-output systems from quadratic matrix programming.
IET Commun.
Chengwen Xing, Shuo Li, Zesong Fei, Jingming Kuang
2013 J jnl
Intervertebral disc segmentation in MR images using anisotropic oriented flux.
Medical Image Anal.
Max W. K. Law, KengYeow Tay, Andrew E. Leung, Gregory J. Garvin, Shuo Li
2013 B conf
Joint resource allocation for learning-based cognitive radio networks with MIMO-OFDM relay-aided transmissions.
WCNC
Shuo Li, Bingquan Li, Chengwen Xing, Zesong Fei, Shaodan Ma
2013 J jnl
Regional heart motion abnormality detection: An information theoretic approach.
Medical Image Anal.
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Aashish Goela, Ian G. Ross, Jaron Chong, Shuo Li
2013 J jnl
Robust Filter-and-forward Beamforming Design for Two-way Multi-antenna Relaying Networks.
Mob. Networks Appl.
Zesong Fei, Niwei Wang, Chengwen Xing, Shuo Li, Jiqing Ni, Jingming Kuang
2013 J jnl
Special issue on Shape Modeling in Medical Image Analysis.
Comput. Vis. Image Underst.
Wiro J. Niessen, Shuo Li, Song Wang
2013 J jnl
Spine Image Fusion Via Graph Cuts.
IEEE Trans. Biomed. Eng.
Brandon Miles, Ismail Ben Ayed, Max W. K. Law, Gregory J. Garvin, Aaron Fenster, Shuo Li
2012 J jnl
A Convex Max-Flow Approach to Distribution-Based Figure-Ground Separation.
SIAM J. Imaging Sci.
Kumaradevan Punithakumar, Jing Yuan, Ismail Ben Ayed, Shuo Li, Yuri Boykov
2012 — conf
A QoE-based OFDM resource allocation scheme for energy efficiency and quality guarantee in multiuser-multiservice system.
GLOBECOM Workshops
Bingquan Li, Shuo Li, Chengwen Xing, Zesong Fei, Jingming Kuang
2012 — conf
An enhanced echo MIMO channel estimation method.
CHINACOM
Shuo Li, Bingquan Li, Yantao Han, Chengwen Xing, Zesong Fei, Jingming Kuang
2012 — conf
Dilated Divergence Based Scale-Space Representation for Curve Analysis.
ECCV (2)
Max W. K. Law, KengYeow Tay, Andrew E. Leung, Gregory J. Garvin, Shuo Li
2012 J jnl
Distributed Resource Allocation Algorithm Design for Multi-Cell Networks Based on Advanced Decomposition Theory
CoRR
Zesong Fei, Shuo Li, Chengwen Xing, Yiqing Zhou, Jingming Kuang
2012 — conf
Estimation of the Cardiac Ejection Fraction from image statistics.
ISBI
Mariam Afshin, Ismail Ben Ayed, Ali Islam, Aashish Goela, Ian G. Ross, Terry M. Peters, Shuo Li
2012 — conf
Global Assessment of Cardiac Function Using Image Statistics in MRI.
MICCAI (2)
Mariam Afshin, Ismail Ben Ayed, Ali Islam, Aashish Goela, Terry M. Peters, Shuo Li
2012 J jnl
Max-flow segmentation of the left ventricle by recovering subject-specific distributions via a bound of the Bhattacharyya measure.
Medical Image Anal.
Ismail Ben Ayed, Hua-mei Chen, Kumaradevan Punithakumar, Ian G. Ross, Shuo Li
2012 — conf
On the performance of two-way relaying with dirty paper coding.
CHINACOM
Bingquan Li, Shuo Li, Xiang Ji, Jiqing Ni, Chengwen Xing, Zesong Fei
2012 — conf
Pixel level image fusion for medical imaging: an energy minimizing approach.
Computer-Aided Diagnosis
Brandon Miles, Max W. K. Law, Ismail Ben Ayed, Gregory J. Garvin, Aaron Fenster, Shuo Li
2012 — conf
Regional Heart Motion Abnormality Detection via Multiview Fusion.
MICCAI (2)
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Aashish Goela, Shuo Li
2012 — conf
Robust two-way amplify-and-forward MIMO relay beamforming with non-reciprocal and reciprocal CSI.
CHINACOM
Shuo Li, Chengwen Xing, Zesong Fei, Jingming Kuang
2011 — conf
A Convex Max-Flow Segmentation of LV Using Subject-Specific Distributions on Cardiac MRI.
IPMI
Mohammad Saleh Nambakhsh, Jing Yuan, Ismail Ben Ayed, Kumaradevan Punithakumar, Aashish Goela, Ali Islam, Terry M. Peters, Shuo Li
2011 B conf
A neural network learned information measures for heart motion abnormality detection.
Image Processing
Mohammad Saleh Nambakhsh, Kumaradevan Punithakumar, Ismail Ben Ayed, Aashish Goela, Ali Islam, Terry M. Peters, Shuo Li
2011 — conf
Assessment of Regional Myocardial Function via Statistical Features in MR Images.
MICCAI (3)
Mariam Afshin, Ismail Ben Ayed, Kumaradevan Punithakumar, Max W. K. Law, Ali Islam, Aashish Goela, Ian G. Ross, Terry M. Peters, Shuo Li
2011 — conf
Graph Cuts with Invariant Object-Interaction Priors: Application to Intervertebral Disc Segmentation.
IPMI
Ismail Ben Ayed, Kumaradevan Punithakumar, Gregory J. Garvin, Walter Romano, Shuo Li
2011 — conf
Outage performance analysis for cooperative networks with randomly distributed nodes.
WCSP
Haichuan Ding, Shuo Li, Chengwen Xing, Zesong Fei
2011 B conf
Variational level-set segmentation and tracking of left ventricle using field prior.
Image Processing
Mariam Afshin, Ismail Ben Ayed, Ali Islam, Ian G. Ross, Terry M. Peters, Shuo Li
2010 — conf
A Parameterization of Deformation Fields for Diffeomorphic Image Registration and Its Application to Myocardial Delineation.
MICCAI (1)
Hua-mei Chen, Aashish Goela, Gregory J. Garvin, Shuo Li
2010 J jnl
Detection of left ventricular motion abnormality via information measures and Bayesian filtering.
IEEE Trans. Inf. Technol. Biomed.
Kumaradevan Punithakumar, Ismail Ben Ayed, Ian G. Ross, Ali Islam, Jaron Chong, Shuo Li
2010 A* conf
Finding image distributions on active curves.
CVPR
Ismail Ben Ayed, Amar Mitiche, Mohamed Ben Salah, Shuo Li
2010 A* conf
Graph cut segmentation with a global constraint: Recovering region distribution via a bound of the Bhattacharyya measure.
CVPR
Ismail Ben Ayed, Hua-mei Chen, Kumaradevan Punithakumar, Ian G. Ross, Shuo Li
2010 — conf
Regional Heart Motion Abnormality Detection via Information Measures and Unscented Kalman Filtering.
MICCAI (1)
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Ian G. Ross, Shuo Li
2010 J jnl
Tracking Endocardial Motion Via Multiple Model Filtering.
IEEE Trans. Biomed. Eng.
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Ian G. Ross, Shuo Li
2009 J jnl
A Statistical Overlap Prior for Variational Image Segmentation.
Int. J. Comput. Vis.
Ismail Ben Ayed, Shuo Li, Ian G. Ross
2009 — conf
Discrete-Time Adaptive Sliding Mode Control of Autonomous Underwater Vehicle in the Dive Plane.
ICIRA
Baoju Wu, Shuo Li, Xiaohui Wang
2009 J jnl
Embedding Overlap Priors in Variational Left Ventricle Tracking.
IEEE Trans. Medical Imaging
Ismail Ben Ayed, Shuo Li, Ian G. Ross
2009 — conf
Heart Motion Abnormality Detection via an Information Measure and Bayesian Filtering.
MICCAI (1)
Kumaradevan Punithakumar, Shuo Li, Ismail Ben Ayed, Ian G. Ross, Ali Islam, Jaron Chong
2009 — conf
Left Ventricle Segmentation via Graph Cut Distribution Matching.
MICCAI (1)
Ismail Ben Ayed, Kumaradevan Punithakumar, Shuo Li, Ali Islam, Jaron Chong
2009 — conf
Level Set Image Segmentation with a Statistical Overlap Constraint.
IPMI
Ismail Ben Ayed, Shuo Li, Ian G. Ross
2009 J jnl
Myocardium tracking via matching distributions.
Int. J. Comput. Assist. Radiol. Surg.
Ismail Ben Ayed, Shuo Li, Ian G. Ross, Ali Islam
2009 — conf
Tracking Endocardial Boundary and Motion via Graph Cut Distribution Matching and Multiple Model Filtering.
ACCV (3)
Kumaradevan Punithakumar, Ismail Ben Ayed, Ali Islam, Ian G. Ross, Shuo Li
2008 B conf
A learning-based automatic spinal MRI segmentation.
Image Processing
Xiaoqing Liu, Jagath Samarabandu, Gregory J. Garvin, Rethy Chhem, Shuo Li
2008 B conf
Area prior constrained level set evolution for medical image segmentation.
Image Processing
Ismail Ben Ayed, Shuo Li, Ali Islam, Gregory J. Garvin, Rethy Chhem
2008 — conf
Left Ventricle Tracking Using Overlap Priors.
MICCAI (1)
Ismail Ben Ayed, Yingli Lu, Shuo Li, Ian G. Ross
2008 A* conf
Tracking distributions with an overlap prior.
CVPR
Ismail Ben Ayed, Shuo Li, Ian G. Ross
2007 B conf
A learning-based automatic clinical organ segmentation in medical images.
Image Processing
Xiaoqing Liu, Jagath Samarabandu, Shuo Li, Ian G. Ross, Gregory J. Garvin
2007 — conf
Computer aided root lesion detection using level set and complex wavelets.
Computer-Aided Diagnosis
Shuo Li, Thomas Fevens, Adam Krzyzak, Chao Jin, Song Li
2007 — conf
Computer-aided septal defect diagnosis and detection.
Computer-Aided Diagnosis
Shuo Li, Ian G. Ross, Sukhdeep Gill, Terry M. Peters, Prakash Mahesh, Richard Rankin
2007 J jnl
Motion learning-based framework for unarticulated shape animation.
Vis. Comput.
Chao Jin, Thomas Fevens, Shuo Li, Sudhir P. Mudur
2007 J jnl
Semi-automatic computer aided lesion detection in dental X-rays using variational level set.
Pattern Recognit.
Shuo Li, Thomas Fevens, Adam Krzyzak, Chao Jin, Song Li
2006 J jnl
An automatic variational level set segmentation framework for computer aided dental X-rays analysis in clinical environments.
Comput. Medical Imaging Graph.
Shuo Li, Thomas Fevens, Adam Krzyzak, Song Li
2006 J jnl
Automatic clinical image segmentation using pathological modeling, PCA and SVM.
Eng. Appl. Artif. Intell.
Shuo Li, Thomas Fevens, Adam Krzyzak, Song Li
2006 — conf
Fast and Robust Clinical Triple-Region Image Segmentation Using One Level Set Function.
MICCAI (2)
Shuo Li, Thomas Fevens, Adam Krzyzak, Chao Jin, Song Li
2005 B conf
A level set segmentation for computer-aided dental x-ray analysis.
Image Processing
Shuo Li, Thomas Fevens, Adam Krzyzak, Song Li
2005 — conf
A model-based monocular vision system for station keeping of an underwater vehicle.
ROBIO
Qingxiao Wu, Shuo Li, Yingming Hao, Feng Zhu
2005 — conf
Automatic Clinical Image Segmentation Using Pathological Modelling, PCA and SVM.
MLDM
Shuo Li, Thomas Fevens, Adam Krzyzak, Song Li
2005 — conf
Feature Preserving Volumetric Data Simplification for Application in Medical Imaging.
WSCG (Full Papers)
Chao Jin, Thomas Fevens, Shuo Li, Sudhir P. Mudur
2005 A conf
Toward Automatic Computer Aided Dental X-ray Analysis Using Level Set Method.
MICCAI
Shuo Li, Thomas Fevens, Adam Krzyzak, Chao Jin, Song Li
2004 — conf
A SVM-based framework for autonomous volumetric medical image segmentation using hierarchical and coupled level sets.
CARS
Shuo Li, Thomas Fevens, Adam Krzyzak
2004 — conf
Image Segmentation Adapted for Clinical Settings by Combining Pattern Classification and Level Sets.
MICCAI (1)
Shuo Li, Thomas Fevens, Adam Krzyzak