Tao Tan

251 papers A* 8A 1B 5C 1Misc 2Journal 164Unranked 68
YearRankTypeTitle / Venue / Authors
2026 J jnl
A hypergraph-based model for tumor prognosis using local and global information fusion on H&E-stained histology images.
Medical Image Anal.
Chao Tang, Jun Liu, Yanfen Cui, Zhenhui Li, Xiuming Zhang, Su Yao, Huan Lin, Dacheng Yang, Zhishun Liu, Wei Zhao, Shiwei Luo, Ke Zhao, Yun Zhu, Guangjun Yang, Lixu Yan, Shuting Chen, Xiangtian Zhao, Yingqiu Huo, Zhiyang Chen, Hongbo Liu, Jiahui Ma, Wenfeng He, Tao Tan, Anant Madabhushi, Jinglei Tang, Zaiyi Liu, Cheng Lu
2026 J jnl
AMIF: Authorizable Medical Image Fusion Model with Built-in Authentication.
CoRR
Jie Song, Jun Jia, Wei Sun, Wangqiu Zhou, Tao Tan, Guangtao Zhai
2026 J jnl
Accelerating Hankel low-rank MR reconstruction with a patch-based Hankel scheme.
Biomed. Signal Process. Control.
Xinlin Zhang, Hengfa Lu, Yiman Huang, Tao Tan, Xiaotong Zhang, Tong Tong
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 J jnl
Anatomy-Aware MR-Imaging-Only Radiotherapy.
IEEE Trans. Image Process.
Hao Yang, Yue Sun, Hui Xie, Lina Zhao, Chi Kin Lam, Qiang Zhao, Xiangyu Xiong, Kunyan Cai, Behdad Dashtbozorg, Chenggang Yan, Tao Tan
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 — ed.
Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care - Second Deep Breast Workshop, Deep-Breath 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings
Deep-Breath@MICCAI
Tianyu Zhang, Oliver Lester Saldanha, Luyi Han, Nika Rasoolzadeh, Lidia Garrucho Moras, Jarek van Dijk, Tao Tan, Jakob Nikolas Kather, Ritse Mann
2026 J jnl
BDCNet: Feature-decoupling and cross-task collaboration network with biological priors for cell segmentation and classification.
Expert Syst. Appl.
Jinlin Yang, Xintao Pang, Chuan Lin, Tao Tan
2026 J jnl
DeepDesc: integrating retrieval-augmented generation with large language models for smart contract vulnerability detection.
Empir. Softw. Eng.
Tao Tan, Xiao Chen
2026 J jnl
Feature distribution learning based on variance transfer and center shift for long-tailed classification.
Neurocomputing
Chenxi Hong, Qiang Zhao, Min He, Tao Tan, Chenggang Yan
2026 A* conf
HiFi-Mesh: High-Fidelity Efficient 3D Mesh Generation via Compact Autoregressive Dependence.
AAAI
Yanfeng Li, Tao Tan, Qinquan Gao, Zhiwen Cao, Xiaohong Liu, Yue Sun
2026 J jnl
HiFi-Mesh: High-Fidelity Efficient 3D Mesh Generation via Compact Autoregressive Dependence.
CoRR
Yanfeng Li, Tao Tan, Qingquan Gao, Zhiwen Cao, Xiaohong Liu, Yue Sun
2026 J jnl
Hypergraph facilitated feature fusion of multi-prototype for BRAF mutation prediction of thyroid cancer using cytology slides.
Inf. Fusion
Dacheng Yang, Chao Tang, Zhishun Liu, Jianfeng Guo, Tao Tan, Yuxin Wu, Xuanjun Lu, Feng Yang, Han Luo, Zaiyi Liu, Cheng Lu
2026 J jnl
Incorporating global-local tissue changes to predict future breast cancer from longitudinal screening mammograms.
Medical Image Anal.
Xin Wang, Tao Tan, Yuan Gao, Eric Marcus, Hong-Yu Zhou, Chunyao Lu, Luyi Han, Antonio Portaluri, Ruisheng Su, Tianyu Zhang, Xinglong Liang, Regina Beets-Tan, Katja Pinker-Domenig, Yue Sun, Ritse Mann, Jonas Teuwen
2026 A* conf
LUMIN: A Longitudinal Multi-modal Knowledge Decomposition Network for Predicting Breast Cancer Recurrence.
AAAI
Chunyao Lu, Tianyu Zhang, Xinglong Liang, Yuan Gao, Luyi Han, Xin Wang, Nika Rasoolzadeh, Tao Tan, Ritse Mann
2026 J jnl
MOTDNet: Multi organ task decoupling network for cell segmentation.
Medical Image Anal.
Jinlin Yang, Xintao Pang, Chuan Lin, Tao Tan
2026 J jnl
MoGen: A Unified Collaborative Framework for Controllable Multi-Object Image Generation.
CoRR
Yanfeng Li, Yue Sun, Keren Fu, Sio-Kei Im, Xiaoming Liu, Guangtao Zhai, Xiaohong Liu, Tao Tan
2026 J jnl
Multi-Granularity Query Network With Adaptive Category Feature Embedding for Behavior Recognition.
IEEE Trans. Multim.
Nuoer Long, Yonghao Dang, Kaiwen Yang, Chengpeng Xiong, Shaobin Chen, Tao Tan, Wei Ke, Chan-Tong Lam, Jianqin Yin, Peter H. N. de With, Yue Sun
2026 J jnl
Parallel Multimodal Language Model: Enhanced Breast Nodule Diagnosis through Parallel Multimodal Representations and Large Language Models.
Adv. Intell. Syst.
Dashun Zheng, Patrick Cheong-Iao Pang, Ping He, Yue Sun, Hongju Yan, Xiangyu Xiong, Ligang Cui, Tao Tan, Lingyun Bao
2026 J jnl
SGAFNet: Robust brain tumor segmentation via learnable sequence-guided adaptive fusion in available MRI acquisitions.
Comput. Medical Imaging Graph.
Zhuoneng Zhang, Luyi Han, Dengqiang Jia, Tianyu Zhang, Zehui Lin, Ka-Hou Chan, Jiaju Huang, Shaobin Chen, Xiangyu Xiong, Sio Kei Im, Tao Tan, Yue Sun
2026 A* conf
SUGAR: Learning Skeleton Representation with Visual-Motion Knowledge for Action Recognition.
AAAI
Qilang Ye, Yu Zhou, Lian He, Jie Zhang, Xuanming Guo, Jiayu Zhang, Mingkui Tan, Weicheng Xie, Yue Sun, Tao Tan, Xiaochen Yuan, Ghada Khoriba, Zitong Yu
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
TF-LLM: Enhanced time series analysis with time-frequency large language models.
Neural Networks
Yuhang Zhang, Zitong Yu, Mingtong Dai, Yue Sun, Tao Tan
2026 J jnl
UKAN+: Enhancing medical image segmentation via fusion attention with Kolmogorov-Arnold Networks.
Biomed. Signal Process. Control.
Lele Tian, Xinglong Wu, Yapeng Wang, Xiayu Xu, Tao Tan, Xu Yang, Zefeng Li, Mini Han Wang, Jucheng Song, Sio-Kei Im, Zhantu Liang, Bailin Chen, Xuming Tong
2026 J jnl
ΔVLA: Prior-Guided Vision-Language-Action Models via World Knowledge Variation.
CoRR
Yijie Zhu, Jie He, Rui Shao, Kaishen Yuan, Tao Tan, Xiaochen Yuan, Zitong Yu
2025 J jnl
3MOS: a multi-source, multi-resolution, and multi-scene optical-SAR dataset with insights for multi-modal image matching.
Vis. Intell.
Yibin Ye, Xichao Teng, Hongrui Yang, Shuo Chen, Yuli Sun, Yijie Bian, Tao Tan, Zhang Li, Qifeng Yu
2025 J jnl
3MT-Net: A Multi-Modal Multi-Task Model for Breast Cancer and Pathological Subtype Classification Based on a Multicenter Study.
IEEE J. Biomed. Health Informatics
Yaofei Duan, Patrick Cheong-Iao Pang, Ping He, Rongsheng Wang, Yue Sun, Chuntao Liu, Xiaorong Zhang, Xirong Yuan, Pengjie Song, Chan-Tong Lam, Ligang Cui, Tao Tan
2025 — conf
A Diffusion-Driven Temporal Super-Resolution and Spatial Consistency Enhancement Framework for 4D MRI imaging.
MICCAI (10)
Xuanru Zhou, Jiarun Liu, Shoujun Yu, Hao Yang, Cheng Li, Tao Tan, Shanshan Wang
2025 J jnl
A Diffusion-Driven Temporal Super-Resolution and Spatial Consistency Enhancement Framework for 4D MRI imaging.
CoRR
Xuanru Zhou, Jiarun Liu, Shoujun Yu, Hao Yang, Cheng Li, Tao Tan, Shanshan Wang
2025 J jnl
A deep learning framework for reconstructing Breast Amide Proton Transfer weighted imaging sequences from sparse frequency offsets to dense frequency offsets.
Comput. Medical Imaging Graph.
Qiuhui Yang, Shu Su, Tianyu Zhang, Meng Wang, Weiqiang Dou, Kefeng Li, Ya Ren, Yijia Zheng, Mingwei Wang, Yi Xu, Yue Sun, Zhou Liu, Tao Tan
2025 J jnl
A universal parameter-efficient fine-tuning approach for stereo image super-resolution.
Eng. Appl. Artif. Intell.
Yuanbo Zhou, Yuyang Xue, Xinlin Zhang, Wei Deng, Tao Wang, Tao Tan, Qinquan Gao, Tong Tong
2025 — conf
ADAptation: Reconstruction-Based Unsupervised Active Learning for Breast Ultrasound Diagnosis.
MICCAI (16)
Yaofei Duan, Yuhao Huang, Xin Yang, Luyi Han, Xinyu Xie, Zhiyuan Zhu, Ping He, Ka-Hou Chan, Ligang Cui, Sio Kei Im, Dong Ni, Tao Tan
2025 J jnl
ADAptation: Reconstruction-based Unsupervised Active Learning for Breast Ultrasound Diagnosis.
CoRR
Yaofei Duan, Yuhao Huang, Xin Yang, Luyi Han, Xinyu Xie, Zhiyuan Zhu, Ping He, Ka-Hou Chan, Ligang Cui, Sio Kei Im, Dong Ni, Tao Tan
2025 A conf
AdaMHF: Adaptive Multimodal Hierarchical Fusion for Survival Prediction.
ICME
Shuaiyu Zhang, Xun Lin, Rongxiang Zhang, Yu Bai, Yong Xu, Tao Tan, Xubin Zheng, Zitong Yu
2025 J jnl
AdaMHF: Adaptive Multimodal Hierarchical Fusion for Survival Prediction.
CoRR
Shuaiyu Zhang, Xun Lin, Rongxiang Zhang, Yu Bai, Yong Xu, Tao Tan, Xunbin Zheng, Zitong Yu
2025 — conf
Advancing Clinical Generalization in Remote Photoplethysmography via Age-Specific Physiological Features.
BIBM
Jie Gao, Ieong Weng San, Xiangmin Luo, Zhengxuan Chen, Tao Tan, Yue Sun
2025 J jnl
Advancing early detection of sepsis with physiological variable interactions and temporal contrastive learning in critical care.
Biomed. Signal Process. Control.
Da Huang, Tao Tan, Yue Sun
2025 — conf
All-in-One Multi-Organ Segmentation in 3D CT Images via Self-Supervised and Cross-Dataset Learning.
ISBI
Jiaju Huang, Shaobin Chen, Xinglong Liang, Yue Sun, Menghan Hu, Tao Tan
2025 B conf
An Efficient and Compact Network for Simultaneous Multi-Object Tracking and Behavior Monitoring in Pigeon Farming.
SMC
Jiefeng Xie, Tao Tan, Yaoji Liu, Tao Ye, Jinyi Zhang, Dachun Feng, Yue Sun
2025 J jnl
An Optic Nerve Segmentation Model Based on Fully-Convolutional-Based Masked Autoencoders and Direction Field.
Int. J. Pattern Recognit. Artif. Intell.
Mingfeng Jiang, Q. Huang, Xin Huang, Jucheng Zhang, Chunshuang Wu, T. Huang, Ling Xia, Tao Tan, Z. Wang, Y. Chu
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 — 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
BLENet: A Bio-Inspired Lightweight and Efficient Network for Left Ventricle Segmentation in Echocardiography.
IEEE Trans. Circuits Syst. Video Technol.
Xintao Pang, Fengjuan Yao, Yanming Zhang, Yue Sun, Edmundo Patricio Lopes Lao, Chuan Lin, Patrick Cheong-Iao Pang, Wei Wang, Wei Li, Zhifan Gao, Tao Tan
2025 J jnl
Bi-branch bidirectional coupled interaction fusion network for multi-retinal diseases diagnosis.
Knowl. Based Syst.
Shaobin Chen, Tao Tan, Xinyu Zhao, Wei Ke, Xiayu Xu, Yanwu Xu, Guoming Zhang, Chan-Tong Lam, Yue Sun
2025 — conf
BiMSRec: A Progressive Image Reconstruction Framework for Medical Image Fusion Guided by Multi-scale Deformation Fields.
MICCAI (2)
Nuoer Long, Kaiwen Yang, Xinyu Xie, Zitong Yu, Tao Tan, Yue Sun
2025 J jnl
BioVFM-21M: Benchmarking and Scaling Self-Supervised Vision Foundation Models for Biomedical Image Analysis.
CoRR
Jiarun Liu, Hong-Yu Zhou, Weijian Huang, Hao Yang, Dongning Song, Tao Tan, Yong Liang, Shanshan Wang
2025 — conf
BioVFM-21M: Benchmarking and Scaling Self-supervised Vision Foundation Models for Biomedical Image Analysis.
MedAGI
Jiarun Liu, Hong-Yu Zhou, Weijian Huang, Hao Yang, Dongning Song, Tao Tan, Yong Liang, Shanshan Wang
2025 J jnl
Bootstrapping BI-RADS classification using large language models and transformers in breast magnetic resonance imaging reports.
Vis. Comput. Ind. Biomed. Art
Yuxin Liu, Xiang Zhang, Weiwei Cao, Wenju Cui, Tao Tan, Yuqin Peng, Jiayi Huang, Zhen Lei, Jun Shen, Jian Zheng
2025 — conf
C
MICCAI (1)
Jiaju Huang, Shaobin Chen, Xinglong Liang, Xiao Yang, Zhuoneng Zhang, Yue Sun, Ying Wang, Tao Tan
2025 J jnl
CVFSNet: A Cross View Fusion Scoring Network for end-to-end mTICI scoring.
Medical Image Anal.
Weijin Xu, Tao Tan, Huihua Yang, Wentao Liu, Yifu Chen, Ling Zhang, Xipeng Pan, Feng Gao, Yiming Deng, Theo van Walsum, Matthijs van der Sluijs, Ruisheng Su
2025 J jnl
Charting the path forward: CT image quality assessment - an in-depth review.
J. King Saud Univ. Comput. Inf. Sci.
Siyi Xun, Qiaoyu Li, Xiaohong Liu, Pu Huang, Guangtao Zhai, Yue Sun, Peter H. N. de With, Mingxiang Wu, Tao Tan
2025 J jnl
Conditional Diffusion Model with Anatomical-Dose Dual Constraints for End-to-End Multi-Tumor Dose Prediction.
CoRR
Hui Xie, Haiqin Hu, Lijuan Ding, Qing Li, Yue Sun, Tao Tan
2025 Misc conf
Contrastive Learning via Randomly Generated Deep Supervision.
ICASSP
Shibo Wang, Zili Ma, Ka-Hou Chan, Yue Liu, Tong Tong, Qinquan Gao, Guangtao Zhai, Xiaohong Liu, Tao Tan
2025 J jnl
Data augmentation strategies for semi-supervised medical image segmentation.
Pattern Recognit.
Jiahui Wang, Dongsheng Ruan, Yang Li, Zefeng Wang, Yongquan Wu, Tao Tan, Guang Yang, Mingfeng Jiang
2025 J jnl
Diagnostic Performance of Universal-Learning Ultrasound AI Across Multiple Organs and Tasks: the UUSIC25 Challenge.
CoRR
Zehui Lin, Luyi Han, Xin Wang, Ying Zhou, Yanning Zhang, Tianyu Zhang, Lingyun Bao, Shandong Wu, Dong Xu, Tao Tan, UUSIC25 Challenge Consortium
2025 J jnl
DiffSteISR: Harnessing diffusion prior for superior real-world stereo image super-resolution.
Neurocomputing
Yuanbo Zhou, Xinlin Zhang, Wei Deng, Tao Wang, Tao Tan, Qinquan Gao, Tong Tong
2025 — conf
DpDNet: An Dual-Prompt-Driven Network for Universal PET-CT Segmentation.
MICCAI (6)
Xinglong Liang, Jiaju Huang, Luyi Han, Tianyu Zhang, Xin Wang, Yuan Gao, Chunyao Lu, Lishan Cai, Tao Tan, Ritse Mann
2025 J jnl
DpDNet: An Dual-Prompt-Driven Network for Universal PET-CT Segmentation.
CoRR
Xinglong Liang, Jiaju Huang, Luyi Han, Tianyu Zhang, Xin Wang, Yuan Gao, Chunyao Lu, Lishan Cai, Tao Tan, Ritse Mann
2025 J jnl
Dual-Uncertainty Guided Multimodal MRI-Based Visual Pathway Extraction.
IEEE Trans. Biomed. Eng.
Alou Diakite, Cheng Li, Yousuf Babiker M. Osman, Zan Chen, Yiang Pan, Jiawei Zhang, Tao Tan, Hairong Zheng, Shanshan Wang
2025 J jnl
Dynamic mask stitching-guided region consistency for semi-supervised 3D medical image segmentation.
Expert Syst. Appl.
Jiahui Wang, Dongsheng Ruan, Yang Li, Tao Tan, Lianming Wu, Guang Yang, Mingfeng Jiang
2025 J jnl
Enhancing fetal ultrasound image quality assessment with multi-scale fusion and clustering-based optimization.
Biomed. Signal Process. Control.
Chaoyu Chen, Yuhao Huang, Xin Yang, Xindi Hu, Yuanji Zhang, Tao Tan, Wufeng Xue, Dong Ni
2025 — conf
FDF-VQVAE: A Frequency Disentanglement and Fusion Learning Framework for Multi-sequence MRI Enhancement.
MICCAI (3)
Xinghe Xie, Luyi Han, Yue Sun, Chi Kin Lam, Jian Zheng, Tong Tong, Wei Ke, Chan-Tong Lam, Tao Tan
2025 J jnl
FedHNR: Federated hierarchical resilient learning for echocardiogram segmentation with annotation noise.
Expert Syst. Appl.
Yiwen Wang, Wanli Ding, Weiyuan Lin, Tao Tan, Zhifan Gao
2025 J jnl
FetalFlex: Anatomy-Guided Diffusion Model for Flexible Control on Fetal Ultrasound Image Synthesis.
CoRR
Yaofei Duan, Tao Tan, Zhiyuan Zhu, Yuhao Huang, Yuanji Zhang, Rui Gao, Patrick Cheong-Iao Pang, Xinru Gao, Guowei Tao, Xiang Cong, Zhou Li, Lianying Liang, Guangzhi He, Linliang Yin, Xuedong Deng, Xin Yang, Dong Ni
2025 J jnl
FetalFlex: Anatomy-guided diffusion model for flexible control on fetal ultrasound image synthesis.
Medical Image Anal.
Yaofei Duan, Tao Tan, Zhiyuan Zhu, Yuhao Huang, Yuanji Zhang, Rui Gao, Patrick Cheong-Iao Pang, Xinru Gao, Guowei Tao, Xiang Cong, Zhou Li, Lianying Liang, Guangzhi He, Linliang Yin, Xuedong Deng, Xin Yang, Dong Ni
2025 J jnl
From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation.
CoRR
Jingkun Chen, Haoran Duan, Xiao Zhang, Boyan Gao, Tao Tan, Vicente Grau, Jungong Han
2025 J jnl
From Noisy Labels to Intrinsic Structure: A Geometric-Structural Dual-Guided Framework for Noise-Robust Medical Image Segmentation.
CoRR
Tao Wang, Zhenxuan Zhang, Yuanbo Zhou, Xinlin Zhang, Yuanbin Chen, Tao Tan, Guang Yang, Tong Tong
2025 J jnl
Generative Artificial Intelligence in Medical Imaging: Foundations, Progress, and Clinical Translation.
CoRR
Xuanru Zhou, Cheng Li, Shuqiang Wang, Ye Li, Tao Tan, Hairong Zheng, Shanshan Wang
2025 — conf
Grad-MTSeg: Mitigating Multi-Task Gradient Conflicts via Hierarchical Gradient Optimization for NPC Radiotherapy Delineation.
BIBM
Junqiang Ma, Luyi Han, Dengqiang Jia, Hui Xie, Tao Tan, Henry H. Y. Tong, Anne W. M. Lee, Sung Inda Soong, Yue Sun
2025 J jnl
Guest Editorial: Multi-Modal Joint Learning in Healthcare Imaging.
IEEE J. Biomed. Health Informatics
Tao Tan, Zhang Li, Yue Sun, Shandong Wu
2025 J jnl
Joint segmentation of retinal layers and fluid lesions in optical coherence tomography with cross-dataset learning.
Artif. Intell. Medicine
Xiayu Xu, Hualin Wang, Yulei Lu, Hanze Zhang, Tao Tan, Feng Xu, Jianqin Lei
2025 J jnl
MSAByNet: A multiscale subtraction attention network framework based on Bayesian loss for medical image segmentation.
Biomed. Signal Process. Control.
Longxuan Zhao, Tao Wang, Yuanbin Chen, Xinlin Zhang, Hui Tang, Ruige Zong, Tao Tan, Shun Chen, Tong Tong
2025 J jnl
MSAN-Net: An End-to-End Multi-Scale Attention Network for Universal Industrial Defect Detection.
IEEE Access
Zelu Wang, Ming Luo, Xinghe Xie, Yue Sun, Xinyu Tian, Zhengxuan Chen, Junwei Xie, Qinquan Gao, Tong Tong, Yue Liu, Tao Tan
2025 B conf
MambaControl: Anatomy Graph-Enhanced Mamba ControlNet with Fourier Refinement for Diffusion-Based Disease Trajectory Prediction.
SMC
Hao Yang, Tao Tan, Shuai Tan, Weiqin Yang, Kunyan Cai, Calvin Chen, Yue Sun
2025 J jnl
MambaControl: Anatomy Graph-Enhanced Mamba ControlNet with Fourier Refinement for Diffusion-Based Disease Trajectory Prediction.
CoRR
Hao Yang, Tao Tan, Shuai Tan, Weiqin Yang, Kunyan Cai, Calvin Chen, Yue Sun
2025 — conf
MedIQA: A Scalable Foundation Model for Prompt-Driven Medical Image Quality Assessment.
MICCAI (13)
Siyi Xun, Yue Sun, Jingkun Chen, Zitong Yu, Tong Tong, Xiaohong Liu, Mingxiang Wu, Tao Tan
2025 J jnl
MedIQA: A Scalable Foundation Model for Prompt-Driven Medical Image Quality Assessment.
CoRR
Siyi Xun, Yue Sun, Jingkun Chen, Zitong Yu, Tong Tong, Xiaohong Liu, Mingxiang Wu, Tao Tan
2025 A* conf
MoEdit: On Learning Quantity Perception for Multi-object Image Editing.
CVPR
Yanfeng Li, Ka-Hou Chan, Yue Sun, Chan-Tong Lam, Tong Tong, Zitong Yu, Keren Fu, Xiaohong Liu, Tao Tan
2025 J jnl
MoEdit: On Learning Quantity Perception for Multi-object Image Editing.
CoRR
Yanfeng Li, Ka-Hou Chan, Yue Sun, Chan-Tong Lam, Tong Tong, Zitong Yu, Keren Fu, Xiaohong Liu, Tao Tan
2025 J jnl
Multi-Modal Longitudinal Representation Learning for Predicting Neoadjuvant Therapy Response in Breast Cancer Treatment.
IEEE J. Biomed. Health Informatics
Yuan Gao, Tao Tan, Xin Wang, Regina Beets-Tan, Tianyu Zhang, Luyi Han, Antonio Portaluri, Chunyao Lu, Xinglong Liang, Jonas Teuwen, Hong-Yu Zhou, Ritse Mann
2025 J jnl
Multimodal Cross Global Learnable Attention Network for MR images denoising with arbitrary modal missing.
Comput. Medical Imaging Graph.
Mingfu Jiang, Shuai Wang, Ka-Hou Chan, Yue Sun, Yi Xu, Zhuoneng Zhang, Qinquan Gao, Zhifan Gao, Tong Tong, Hing-Chiu Chang, Tao Tan
2025 A* conf
ONDA-Pose: Occlusion-Aware Neural Domain Adaptation for Self-Supervised 6D Object Pose Estimation.
CVPR
Tao Tan, Qiulei Dong
2025 J jnl
PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and Classification.
IEEE Trans. Emerg. Top. Comput. Intell.
Tao Wang, Xinlin Zhang, Yuanbo Zhou, Yuanbin Chen, Longxuan Zhao, Tao Tan, Tong Tong
2025 J jnl
PHASE-Net: Physics-Grounded Harmonic Attention System for Efficient Remote Photoplethysmography Measurement.
CoRR
Bo Zhao, Dan Guo, Junzhe Cao, Yong Xu, Tao Tan, Yue Sun, Bochao Zou, Jie Zhang, Zitong Yu
2025 — conf
Paired Image Generation with Diffusion-Guided Diffusion Models.
MICCAI (4)
Haoxuan Zhang, Wenju Cui, Yuzhu Cao, Tao Tan, Jie Liu, Yunsong Peng, Jian Zheng
2025 J jnl
Paired Image Generation with Diffusion-Guided Diffusion Models.
CoRR
Haoxuan Zhang, Wenju Cui, Yuzhu Cao, Tao Tan, Jie Liu, Yunsong Peng, Jian Zheng
2025 J jnl
PhysLLM: Harnessing Large Language Models for Cross-Modal Remote Physiological Sensing.
CoRR
Yiping Xie, Bo Zhao, Mingtong Dai, Jian-Ping Zhou, Yue Sun, Tao Tan, Weicheng Xie, Linlin Shen, Zitong Yu
2025 J jnl
Predicting FOXA1 gene mutation status in prostate cancer through multi-modal deep learning.
Biomed. Signal Process. Control.
Simin Lin, Longxin Deng, Ziwei Hu, Chengda Lin, Yongxin Mao, Yuntao Liu, Wei Li, Yue Yang, Rui Zhou, Yancheng Lai, Huang He, Tao Tan, Xinlin Zhang, Tong Tong, Na Ta, Rui Chen
2025 J jnl
Prompt Mechanisms in Medical Imaging: A Comprehensive Survey.
CoRR
Hao Yang, Xinlong Liang, Zhang Li, Yue Sun, Zheyu Hu, Xinghe Xie, Behdad Dashtbozorg, Jincheng Huang, Shiwei Zhu, Luyi Han, Jiong Zhang, Shanshan Wang, Ritse Mann, Qifeng Yu, Tao Tan
2025 J jnl
Pseudo Label-Guided Data Fusion and output consistency for semi-supervised medical image segmentation.
Biomed. Signal Process. Control.
Tao Wang, Xinlin Zhang, Yuanbin Chen, Yuanbo Zhou, Longxuan Zhao, Bizhe Bai, Tao Tan, Tong Tong
2025 — conf
RefineNet: Elevating Medical Foundation Models Through Quality-Centric Data Curation by MLLM-Annotated Proxy Distillation.
MICCAI (11)
Ningyi Zhang, Yuan Gao, Xin Wang, Ka-Hou Chan, Jian Wu, Chan-Tong Lam, Shanshan Wang, Yue Sun, Sio Kei Im, Tao Tan
2025 — conf
Region-Based Text-Consistent Augmentation for Multimodal Medical Segmentation.
MICCAI (3)
Kunyan Cai, Chenggang Yan, Min He, Liangqiong Qu, Shuai Wang, Tao Tan
2025 — conf
SABPI-Net: A Novel Structure-Aware Network for Accurate and Domain-Invariant Retinopathy of Prematurity Diagnosis.
MICCAI (10)
Shaobin Chen, Xinyu Zhao, Huazhu Fu, Tao Tan, Jiaju Huang, Xiangyu Xiong, Zhenquan Wu, Behdad Dashtbozorg, Baiying Lei, Guoming Zhang, Yue Sun
2025 — conf
SAMASK-CLTR: A Spatial-Aware Mask Guided Learning Model for Benign and Malignant Tumor Classification in ABUS.
MICCAI (1)
Peirong Xu, Luoqian Zhu, Jingkun Chen, Xin Qian, Yue Sun, Lingyun Bao, Tao Tan
2025 — conf
SHIELDNet: Multi-Region Fusion and Denoising for Enhanced rPPG Signal Extraction in Healthcare Monitoring.
BIBM
Zhengxuan Chen, Jie Gao, Kaiwen Yang, Tao Tan, Chan-Tong Lam, Yue Sun
2025 J jnl
SUGAR: Learning Skeleton Representation with Visual-Motion Knowledge for Action Recognition.
CoRR
Qilang Ye, Yu Zhou, Lian He, Jie Zhang, Xuanming Guo, Jiayu Zhang, Mingkui Tan, Weicheng Xie, Yue Sun, Tao Tan, Xiaochen Yuan, Ghada Khoriba, Zitong Yu
2025 J jnl
Self-Adaptive Illumination Enhancement for Neonatal Remote Physiological Measurement in NICUs.
IEEE Trans. Consumer Electron.
Kaiwen Yang, Nuoer Long, Kangyang Cao, Bingsheng Huang, Zhengxuan Chen, Yunchi Zeng, Tao Tan, Caifeng Shan, Jingbo Jiang, Yue Sun
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 — conf
Spatiotemporal Uncertainty-Aware Mamba-Transformer Synergy: Breast Cancer Detection in ABUS.
BIBM
Xin Qian, Luoxi Zhu, Zhang Xiong, Wei Ke, Lingyun Bao, Tao Tan
2025 — conf
Synergy-Guided Regional Supervision of Pseudo Labels for Semi-supervised Medical Image Segmentation.
MICCAI (8)
Tao Wang, Xinlin Zhang, Yuanbin Chen, Yuanbo Zhou, Longxuan Zhao, Tao Tan, Tong Tong
2025 J jnl
Synthetizing SWI from 3T to 7T by generative diffusion network for deep medullary veins visualization.
NeuroImage
Sui Li, Xingguang Deng, Qiwei Li, Zhiming Zhen, Luyi Han, Kang Chen, Chaoyang Zhou, Fengxi Chen, Peiyu Huang, Ruiting Zhang, Hao Chen, Tianyu Zhang, Wei Chen, Tao Tan, Chen Liu
2025 — conf
TRRG: Towards Truthful Radiology Report Generation With Cross-Modal Disease Clue Enhanced Large Language Models.
MICCAI (7)
Yuhao Wang, Yue Sun, Tao Tan, Chao Hao, Yawen Cui, Xinqi Su, Weicheng Xie, Linlin Shen, Zitong Yu
2025 — conf
Training Set Diversity: A Key Factor in AI-Driven Breast Ultrasound Classification.
Deep-Breath@MICCAI
Rebecca Mes, Mark Wijkhuizen, Lennard M. van Karnenbeek, Tao Tan, Ritse Mann, Theo Ruers, Freija Geldof, Behdad Dashtbozorg
2025 — conf
Tree-Diffusion: Octree-Based Conditional Diffusion Model for Small Bowel Skeleton Generation with Geometric Direction Modeling.
BIBM
Zhichao Liang, Fan Li, Dengqiang Jia, Yaofei Duan, Xinyu Xie, Kaicong Sun, Zhiming Cui, Tao Tan, Dinggang Shen
2025 — conf
Tumor Segmentation with Heterogeneity Clustering in Non-Contrast Breast MRI.
MICCAI (2)
Xinyu Xie, Luyi Han, Yonghao Li, Yaofei Duan, Yue Sun, Muzhen He, Tao Tan, Dinggang Shen
2025 — conf
UA-MAE: An Uncertainty-Aware Masked Autoencoder for Breast Lesion Segmentation in Ultrasound Images.
BIBM
Xiangyu Xiong, Yue Sun, Jiaju Huang, Da Huang, Shaobin Chen, Zhuoneng Zhang, Tao Tan
2025 — conf
UltraTwin: Towards Cardiac Anatomical Twin Generation from Multi-view 2D Ultrasound.
MICCAI (16)
Junxuan Yu, Yaofei Duan, Yuhao Huang, Yu Wang, Rongbo Ling, Weihao Luo, Ang Zhang, Jingxian Xu, Qiongying Ni, Yongsong Zhou, Binghan Li, Haoran Dou, Liping Liu, Yanfen Chu, Feng Geng, Zhe Sheng, Zhifeng Ding, Dingxin Zhang, Rui Huang, Yuhang Zhang, Xiaowei Xu, Tao Tan, Dong Ni, Zhongshan Gou, Xin Yang
2025 J jnl
UltraTwin: Towards Cardiac Anatomical Twin Generation from Multi-view 2D Ultrasound.
CoRR
Junxuan Yu, Yaofei Duan, Yuhao Huang, Yuchen Wang, Rongbo Ling, Weihao Luo, Ang Zhang, Jingxian Xu, Qiongying Ni, Yongsong Zhou, Binghan Li, Haoran Dou, Liping Liu, Yanfen Chu, Feng Geng, Zhe Sheng, Zhifeng Ding, Dingxin Zhang, Rui Huang, Yuhang Zhang, Xiaowei Xu, Tao Tan, Dong Ni, Zhongshan Gou, Xin Yang
2025 J jnl
UniEmo: Unifying Emotional Understanding and Generation with Learnable Expert Queries.
CoRR
Yijie Zhu, Lingsen Zhang, Zitong Yu, Rui Shao, Tao Tan, Liqiang Nie
2025 J jnl
UniMRISegNet: Universal 3D Network for Various Organs and Cancers Segmentation on Multi-Sequence MRI.
IEEE J. Biomed. Health Informatics
Zhuoneng Zhang, Luyi Han, Tianyu Zhang, Zehui Lin, Qinquan Gao, Tong Tong, Yue Sun, Tao Tan
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 — conf
Vision-Language Semantic Guidance for Ejection Fraction Assessment in Echocardiography.
BIBM
Dashun Zheng, Patrick Cheong-Iao Pang, Jiaxuan Li, Wei Li, Yanming Zhang, Edmundo Patricio Lopes Lao, Yapeng Wang, Zhifan Gao, Tao Tan
2024 J jnl
3MOS: Multi-sources, Multi-resolutions, and Multi-scenes dataset for Optical-SAR image matching.
CoRR
Yibin Ye, Xichao Teng, Shuo Chen, Yijie Bian, Tao Tan, Zhang Li
2024 — conf
A Multimodal Behavior Recognition Network with Interconnected Architectures.
ICME Workshops
Nuoer Long, Kin-Seong Un, Chengpeng Xiong, Zhuolin Li, Shaobin Chen, Tao Tan, Chan-Tong Lam, Yue Sun
2024 Misc conf
A Parameterized Generative Adversarial Network Using Cyclic Projection for Explainable Medical Image Classifications.
ICASSP
Xiangyu Xiong, Yue Sun, Xiaohong Liu, Chan-Tong Lam, Tong Tong, Hao Chen, Qinquan Gao, Wei Ke, Tao Tan
2024 J jnl
A deep learning model fusion algorithm for the diagnosis of gastric Mucosa-associated lymphoid tissue lymphoma.
Biomed. Signal Process. Control.
Jiawei Quan, Jingxuan Ye, Junlin Lan, Jianchao Wang, Ziwei Hu, Zhechen Guo, Tao Wang, Zixin Han, Zhida Wu, Tao Tan, Min Du, Tong Tong, Gang Chen
2024 J jnl
A deep learning-based radiomics model for predicting lymph node status from lung adenocarcinoma.
BMC Medical Imaging
Hui Xie, Chaoling Song, Lei Jian, Yeang Guo, Mei Li, Jiang Luo, Qing Li, Tao Tan
2024 J jnl
A novel heart rate estimation framework with self-correcting face detection for Neonatal Intensive Care Unit.
Displays
Kangyang Cao, Tao Tan, Zhengxuan Chen, Kaiwen Yang, Yue Sun
2024 J jnl
ARGA-Unet: Advanced U-net segmentation model using residual grouped convolution and attention mechanism for brain tumor MRI image segmentation.
Virtual Real. Intell. Hardw.
Siyi Xun, Yan Zhang, Sixu Duan, Mingwei Wang, Jiangang Chen, Tong Tong, Qinquan Gao, Chan-Tong Lam, Menghan Hu, Tao Tan
2024 J jnl
An end-to-end multi-task deep learning framework for bronchoscopy image classification.
Multim. Syst.
Rojin Setayeshi, Javad Vahidi, Ehsan Kozegar, Tao Tan
2024 J jnl
Automatic detection of breast lesions in automated 3D breast ultrasound with cross-organ transfer learning.
Virtual Real. Intell. Hardw.
B. A. O. Lingyun, Zhengrui Huang, Zehui Lin, Yue Sun, Hui Chen, You Li, Zhang Li, Xiaochen Yuan, Lin Xu, Tao Tan
2024 J jnl
BSANet: Boundary-aware and scale-aggregation networks for CMR image segmentation.
Neurocomputing
Dan Zhang, Chenggang Lu, Tao Tan, Behdad Dashtbozorg, Xi Long, Xiayu Xu, Jiong Zhang, Caifeng Shan
2024 — conf
Benchmarking Machine Learning Algorithms for Epilepsy Detection on Multi-Age Datasets.
MeMeA
Mengzhu Liu, Xinghe Xie, Kangyang Cao, Xiexin Wang, Tao Tan, Chan-Tong Lam, Yue Sun
2024 J jnl
Chest CT-IQA: A multi-task model for chest CT image quality assessment and classification.
Displays
Siyi Xun, Mingfeng Jiang, Pu Huang, Yue Sun, Dengwang Li, Yan Luo, Huifen Zhang, Zhicheng Zhang, Xiaohong Liu, Mingxiang Wu, Tao Tan
2024 J jnl
Combining machine and deep transfer learning for mediastinal lymph node evaluation in patients with lung cancer.
Virtual Real. Intell. Hardw.
Hui Xie, Jianfang Zhang, Lijuan Ding, Tao Tan, Qing Li
2024 — conf
Controllable Quality Improvement of Mobile Ultrasound.
MeMeA
Haoming Chen, Yuqi Guo, Yue Sun, Xiang Li, Hongping Song, Tao Tan
2024 J jnl
DIffSteISR: Harnessing Diffusion Prior for Superior Real-world Stereo Image Super-Resolution.
CoRR
Yuanbo Zhou, Xinlin Zhang, Wei Deng, Tao Wang, Tao Tan, Qinquan Gao, Tong Tong
2024 J jnl
Distance guided generative adversarial network for explainable medical image classifications.
Comput. Medical Imaging Graph.
Xiangyu Xiong, Yue Sun, Xiaohong Liu, Wei Ke, Chan-Tong Lam, Jiangang Chen, Mingfeng Jiang, Mingwei Wang, Hui Xie, Tong Tong, Qinquan Gao, Hao Chen, Tao Tan
2024 — conf
DuEU-Net: Dual Encoder UNet with Modality-Agnostic Training for PET-CT Multi-modal Organ and Lesion Segmentation.
Deep-Breath@MICCAI
Jinhong Song, Xiao Yang, Xinglong Liang, Jiaju Huang, Junqiang Ma, Yue Sun, Wuman Luo, SengPeng Mok, Ying Wang, Tao Tan
2024 J jnl
ERNet: Edge Regularization Network for Cerebral Vessel Segmentation in Digital Subtraction Angiography Images.
IEEE J. Biomed. Health Informatics
Weijin Xu, Huihua Yang, Yinghuan Shi, Tao Tan, Wentao Liu, Xipeng Pan, Yiming Deng, Feng Gao, Ruisheng Su
2024 J jnl
Enhancing Test Time Adaptation with Few-shot Guidance.
CoRR
Siqi Luo, Yi Xin, Yuntao Du, Zhongwei Wan, Tao Tan, Guangtao Zhai, Xiaohong Liu
2024 — conf
Enhancing Video Grounding with Dual-Path Modality Fusion on Animal Kingdom Datasets.
ICME Workshops
Chengpeng Xiong, Zhengxuan Chen, Nuoer Long, Kin-Seong Un, Zhuolin Li, Shaobin Chen, Tao Tan, Chan-Tong Lam, Yue Sun
2024 — conf
Explainable and Controllable Motion Curve Guided Cardiac Ultrasound Video Generation.
MLMI@MICCAI (2)
Junxuan Yu, Rusi Chen, Yongsong Zhou, Yanlin Chen, Yaofei Duan, Yuhao Huang, Han Zhou, Tao Tan, Xin Yang, Dong Ni
2024 J jnl
Fine-Tuning Medical Language Models for Enhanced Long-Contextual Understanding and Domain Expertise.
CoRR
Qimin Yang, Rongsheng Wang, Jiexin Chen, Runqi Su, Tao Tan
2024 J jnl
FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba.
CoRR
Xinyu Xie, Yawen Cui, Chio-In Ieong, Tao Tan, Xiaozhi Zhang, Xubin Zheng, Zitong Yu
2024 J jnl
FusionMamba: dynamic feature enhancement for multimodal image fusion with Mamba.
Vis. Intell.
Xinyu Xie, Yawen Cui, Tao Tan, Xubin Zheng, Zitong Yu
2024 J jnl
HTC-Net: A hybrid CNN-transformer framework for medical image segmentation.
Biomed. Signal Process. Control.
Hui Tang, Yuanbin Chen, Tao Wang, Yuanbo Zhou, Longxuan Zhao, Qinquan Gao, Min Du, Tao Tan, Xinlin Zhang, Tong Tong
2024 J jnl
IMPORTANT-Net: Integrated MRI multi-parametric increment fusion generator with attention network for synthesizing absent data.
Inf. Fusion
Tianyu Zhang, Tao Tan, Luyi Han, Xin Wang, Yuan Gao, Jarek van Dijk, Antonio Portaluri, Abel Gonzalez-Huete, Anna D'Angelo, Chunyao Lu, Jonas Teuwen, Regina Beets-Tan, Yue Sun, Ritse Mann
2024 — conf
Improving Neoadjuvant Therapy Response Prediction by Integrating Longitudinal Mammogram Generation with Cross-Modal Radiological Reports: A Vision-Language Alignment-Guided Model.
MICCAI (1)
Yuan Gao, Hong-Yu Zhou, Xin Wang, Tianyu Zhang, Luyi Han, Chunyao Lu, Xinglong Liang, Jonas Teuwen, Regina Beets-Tan, Tao Tan, Ritse Mann
2024 J jnl
LLM-Detector: Improving AI-Generated Chinese Text Detection with Open-Source LLM Instruction Tuning.
CoRR
Rongsheng Wang, Haoming Chen, Ruizhe Zhou, Han Ma, Yaofei Duan, Yanlan Kang, Songhua Yang, Baoyu Fan, Tao Tan
2024 J jnl
LUCMT: Learnable under-sampling and reconstructed network with cross multi-head attention transformer for accelerating MR image reconstruction.
Comput. Methods Programs Biomed.
Ziqi Yang, Mingfeng Jiang, Dongshen Ruan, Yang Li, Tao Tan, Sumei Huang, Feng Liu
2024 J jnl
LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset.
IEEE J. Biomed. Health Informatics
Yiping Jiao, Jeroen van der Laak, Shadi Albarqouni, Zhang Li, Tao Tan, Abhir Bhalerao, Shenghua Cheng, Jiabo Ma, John Pocock, Josien P. W. Pluim, Navid Alemi Koohbanani, Raja Muhammad Saad Bashir, Shan-E-Ahmed Raza, Sibo Liu, Simon Graham, Suzanne C. Wetstein, Syed Ali Khurram, Xiuli Liu, Nasir M. Rajpoot, Mitko Veta, Francesco Ciompi
2024 J jnl
MLC: Multi-level consistency learning for semi-supervised left atrium segmentation.
Expert Syst. Appl.
Zhebin Shi, Mingfeng Jiang, Yang Li, Bo Wei, Zefeng Wang, Yongquan Wu, Tao Tan, Guang Yang
2024 — conf
Machine Learning Model for Predicting Risk of Primary Sj?gren's syndrome using N7-methylguanosine-related Genes.
CVDL
Jiaoyan Li, Kaihong Xie, Tao Tan, Hui Xie
2024 — conf
Multimodal Breast MRI Language-Image Pretraining (MLIP): An Exploration of a Breast MRI Foundation Model.
Deep-Breath@MICCAI
Nika Rasoolzadeh, Tianyu Zhang, Yuan Gao, Jarek van Dijk, Qiuhui Yang, Tao Tan, Ritse M. Mann
2024 J jnl
Non-Adversarial Learning: Vector-Quantized Common Latent Space for Multi-Sequence MRI.
CoRR
Luyi Han, Tao Tan, Tianyu Zhang, Xin Wang, Yuan Gao, Chunyao Lu, Xinglong Liang, Haoran Dou, Yunzhi Huang, Ritse Mann
2024 — conf
Non-adversarial Learning: Vector-Quantized Common Latent Space for Multi-sequence MRI.
MICCAI (11)
Luyi Han, Tao Tan, Tianyu Zhang, Xin Wang, Yuan Gao, Chunyao Lu, Xinglong Liang, Haoran Dou, Yunzhi Huang, Ritse Mann
2024 — conf
Ordinal Learning: Longitudinal Attention Alignment Model for Predicting Time to Future Breast Cancer Events from Mammograms.
MICCAI (1)
Xin Wang, Tao Tan, Yuan Gao, Eric Marcus, Luyi Han, Antonio Portaluri, Tianyu Zhang, Chunyao Lu, Xinglong Liang, Regina Beets-Tan, Jonas Teuwen, Ritse Mann
2024 J jnl
Ordinal Learning: Longitudinal Attention Alignment Model for Predicting Time to Future Breast Cancer Events from Mammograms.
CoRR
Xin Wang, Tao Tan, Yuan Gao, Eric Marcus, Luyi Han, Antonio Portaluri, Tianyu Zhang, Chunyao Lu, Xinglong Liang, Regina Beets-Tan, Jonas Teuwen, Ritse Mann
2024 J jnl
Precision dose prediction for breast cancer patients undergoing IMRT: The Swin-UMamba-Channel Model.
Comput. Medical Imaging Graph.
Hui Xie, Hua Zhang, Zijie Chen, Tao Tan
2024 J jnl
ScribbleVS: Scribble-Supervised Medical Image Segmentation via Dynamic Competitive Pseudo Label Selection.
CoRR
Tao Wang, Xinlin Zhang, Yuanbin Chen, Yuanbo Zhou, Longxuan Zhao, Tao Tan, Tong Tong
2024 J jnl
Synergy-Guided Regional Supervision of Pseudo Labels for Semi-Supervised Medical Image Segmentation.
CoRR
Tao Wang, Xinlin Zhang, Yuanbin Chen, Yuanbo Zhou, Longxuan Zhao, Tao Tan, Tong Tong
2024 J jnl
Synthesis-based imaging-differentiation representation learning for multi-sequence 3D/4D MRI.
Medical Image Anal.
Luyi Han, Tao Tan, Tianyu Zhang, Yunzhi Huang, Xin Wang, Yuan Gao, Jonas Teuwen, Ritse Mann
2024 J jnl
TRRG: Towards Truthful Radiology Report Generation With Cross-modal Disease Clue Enhanced Large Language Model.
CoRR
Yuhao Wang, Chao Hao, Yawen Cui, Xinqi Su, Weicheng Xie, Tao Tan, Zitong Yu
2024 J jnl
To deform or not: treatment-aware longitudinal registration for breast DCE-MRI during neoadjuvant chemotherapy via unsupervised keypoints detection.
CoRR
Luyi Han, Tao Tan, Tianyu Zhang, Yuan Gao, Xin Wang, Valentina Longo, Sofía Ventura-Díaz, Anna D'Angelo, Jonas Teuwen, Ritse Mann
2024 J jnl
To raise or not to raise: the autonomous learning rate question.
Ann. Math. Artif. Intell.
Xiaomeng Dong, Tao Tan, Michael Potter, Yun-Chan Tsai, Gaurav Kumar, V. Ratna Saripalli, Theodore B. Trafalis
2024 — conf
UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation.
BIBM
Zehui Lin, Zhuoneng Zhang, Xindi Hu, Zhifan Gao, Xin Yang, Yue Sun, Dong Ni, Tao Tan
2024 J jnl
UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation.
CoRR
Zehui Lin, Zhuoneng Zhang, Xindi Hu, Zhifan Gao, Xin Yang, Yue Sun, Dong Ni, Tao Tan
2024 — conf
Variational Field Constraint Learning for Degree of Coronary Artery Ischemia Assessment.
MICCAI (3)
Qi Zhang, Xiujian Liu, Heye Zhang, Chenchu Xu, Guang Yang, Yixuan Yuan, Tao Tan, Zhifan Gao
2024 J jnl
WaveFrSnow: Comprehensive perception wavelet transform frequency separation transformer for image snow removal.
Digit. Signal Process.
Xinwei Dai, Yuanbo Zhou, Xintao Qiu, Hui Tang, Tao Tan, Qing Zhang, Tong Tong
2024 J jnl
Xiaoqing: A Q&A model for glaucoma based on LLMs.
Comput. Biol. Medicine
Xiaojuan Xue, Deshiwei Zhang, Chengyang Sun, Yiqiao Shi, Rongsheng Wang, Tao Tan, Peng Gao, Sujie Fan, Guangtao Zhai, Menghan Hu, Yue Wu
2023 J jnl
2.75D: Boosting learning by representing 3D Medical imaging to 2D features for small data.
Biomed. Signal Process. Control.
Xin Wang, Ruisheng Su, Weiyi Xie, Wenjin Wang, Yi Xu, Ritse Mann, Jungong Han, Tao Tan
2023 — conf
A Hybrid Supervised Fusion Deep Learning Framework for Microscope Multi-Focus Images.
CGI (4)
Qiuhui Yang, Hao Chen, Mingfeng Jiang, Mingwei Wang, Jiong Zhang, Yue Sun, Tao Tan
2023 J jnl
A Parameterized Generative Adversarial Network Using Cyclic Projection for Explainable Medical Image Classification.
CoRR
Xiangyu Xiong, Yue Sun, Xiaohong Liu, Chan-Tong Lam, Tong Tong, Hao Chen, Qinquan Gao, Wei Ke, Tao Tan
2023 — conf
An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis.
MICCAI (10)
Luyi Han, Tianyu Zhang, Yunzhi Huang, Haoran Dou, Xin Wang, Yuan Gao, Chunyao Lu, Tao Tan, Ritse Mann
2023 J jnl
An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis.
CoRR
Luyi Han, Tianyu Zhang, Yunzhi Huang, Haoran Dou, Xin Wang, Yuan Gao, Chunyao Lu, Tao Tan, Ritse Mann
2023 J jnl
Aurora: Activating Chinese chat capability for Mixtral-8x7B sparse Mixture-of-Experts through Instruction-Tuning.
CoRR
Rongsheng Wang, Haoming Chen, Ruizhe Zhou, Yaofei Duan, Kunyan Cai, Han Ma, Jiaxi Cui, Jian Li, Patrick Cheong-Iao Pang, Yapeng Wang, Tao Tan
2023 — conf
Controllable Deep Learning Denoising Model for Ultrasound Images Using Synthetic Noisy Image.
CGI (1)
Mingfu Jiang, Chenzhi You, Mingwei Wang, Heye Zhang, Zhifan Gao, Dawei Wu, Tao Tan
2023 — conf
DisAsymNet: Disentanglement of Asymmetrical Abnormality on Bilateral Mammograms Using Self-adversarial Learning.
MICCAI (7)
Xin Wang, Tao Tan, Yuan Gao, Luyi Han, Tianyu Zhang, Chunyao Lu, Regina Beets-Tan, Ruisheng Su, Ritse Mann
2023 J jnl
DisAsymNet: Disentanglement of Asymmetrical Abnormality on Bilateral Mammograms using Self-adversarial Learning.
CoRR
Xin Wang, Tao Tan, Yuan Gao, Luyi Han, Tianyu Zhang, Chunyao Lu, Regina Beets-Tan, Ruisheng Su, Ritse Mann
2023 J jnl
Distance Guided Generative Adversarial Network for Explainable Binary Classifications.
CoRR
Xiangyu Xiong, Yue Sun, Xiaohong Liu, Wei Ke, Chan-Tong Lam, Jiangang Chen, Mingfeng Jiang, Mingwei Wang, Hui Xie, Tong Tong, Qinquan Gao, Hao Chen, Tao Tan
2023 J jnl
Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation for Semi-Supervised Medical Image Segmentation.
CoRR
Yuanbin Chen, Tao Wang, Hui Tang, Longxuan Zhao, Ruige Zong, Tao Tan, Xinlin Zhang, Tong Tong
2023 — conf
Fine-Grained Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma Segmentation.
BraTS/CrossMoDA@MICCAI
Luyi Han, Tao Tan, Ritse Mann
2023 J jnl
Fine-Grained Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma Segmentation.
CoRR
Luyi Han, Tao Tan, Ritse Mann
2023 J jnl
Focus-RCNet: a lightweight recyclable waste classification algorithm based on focus and knowledge distillation.
Vis. Comput. Ind. Biomed. Art
Dashun Zheng, Rongsheng Wang, Yaofei Duan, Patrick Cheong-Iao Pang, Tao Tan
2023 J jnl
IMPORTANT-Net: Integrated MRI Multi-Parameter Reinforcement Fusion Generator with Attention Network for Synthesizing Absent Data.
CoRR
Tianyu Zhang, Tao Tan, Luyi Han, Xin Wang, Yuan Gao, Jonas Teuwen, Regina Beets-Tan, Ritse Mann
2023 — conf
Improved YOLOX Framework for Automatic Large Intracranial Artery Stenosis Detection in Digital Subtraction Angiography Images.
BIBM
Weijin Xu, Huihua Yang, Tao Tan, Wentao Liu, Feng Gao, Yiming Deng, Xipeng Pan, Ruisheng Su
2023 J jnl
Is There a Difference between Paper and Electronic Chinese Signatures?
Adv. Intell. Syst.
Ji-Feng Luo, Yun-Zhu Pu, Jie-Yang Yin, Xiaohong Liu, Tao Tan, Yudong Zhang, Menghan Hu
2023 — conf
IvyGPT: InteractiVe Chinese Pathway Language Model in Medical Domain.
CICAI (2)
Rongsheng Wang, Yaofei Duan, Chan-Tong Lam, Jiexi Chen, Jiangsheng Xu, Haoming Chen, Xiaohong Liu, Patrick Cheong-Iao Pang, Tao Tan
2023 J jnl
IvyGPT: InteractiVe Chinese pathwaY language model in medical domain.
CoRR
Rongsheng Wang, Yaofei Duan, Chan-Tong Lam, Jiexi Chen, Jiangsheng Xu, Haoming Chen, Xiaohong Liu, Patrick Cheong-Iao Pang, Tao Tan
2023 J jnl
LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset.
CoRR
Yiping Jiao, Jeroen van der Laak, Shadi Albarqouni, Zhang Li, Tao Tan, Abhir Bhalerao, Jiabo Ma, Jiamei Sun, Johnathon Pocock, Josien P. W. Pluim, Navid Alemi Koohbanani, Raja Muhammad Saad Bashir, Shan E Ahmed Raza, Sibo Liu, Simon Graham, Suzanne C. Wetstein, Syed Ali Khurram, Thomas Watson, Nasir M. Rajpoot, Mitko Veta, Francesco Ciompi
2023 A* conf
Light-VQA: A Multi-Dimensional Quality Assessment Model for Low-Light Video Enhancement.
ACM Multimedia
Yunlong Dong, Xiaohong Liu, Yixuan Gao, Xunchu Zhou, Tao Tan, Guangtao Zhai
2023 J jnl
Light-VQA: A Multi-Dimensional Quality Assessment Model for Low-Light Video Enhancement.
CoRR
Yunlong Dong, Xiaohong Liu, Yixuan Gao, Xunchu Zhou, Tao Tan, Guangtao Zhai
2023 J jnl
LightR-YOLOv5: A compact rotating detector for SARS-CoV-2 antigen-detection rapid diagnostic test results.
Displays
Rongsheng Wang, Yaofei Duan, Menghan Hu, Xiaohong Liu, Yukun Li, Qinquan Gao, Tong Tong, Tao Tan
2023 J jnl
MimicNet: Mimicking manual delineation of human expert for brain tumor segmentation from multimodal MRIs.
Appl. Soft Comput.
Zean Liu, Yuanzhi Cheng, Tao Tan, Shinichi Tamura
2023 J jnl
PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and Classification.
CoRR
Tao Wang, Xinlin Zhang, Yuanbo Zhou, Junlin Lan, Tao Tan, Min Du, Qinquan Gao, Tong Tong
2023 J jnl
PCTMF-Net: heart sound classification with parallel CNNs-transformer and second-order spectral analysis.
Vis. Comput.
Rongsheng Wang, Yaofei Duan, Yukun Li, Dashun Zheng, Xiaohong Liu, Chan-Tong Lam, Tao Tan
2023 J jnl
Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image Segmentation.
CoRR
Tao Wang, Yuanbin Chen, Xinlin Zhang, Yuanbo Zhou, Junlin Lan, Bizhe Bai, Tao Tan, Min Du, Qinquan Gao, Tong Tong
2023 J jnl
Radiomics and artificial intelligence in breast imaging: a survey.
Artif. Intell. Rev.
Tianyu Zhang, Tao Tan, Riccardo Samperna, Zhang Li, Yuan Gao, Xin Wang, Luyi Han, Qifeng Yu, Regina G. H. Beets-Tan, Ritse M. Mann
2023 A* conf
SMOC-Net: Leveraging Camera Pose for Self-Supervised Monocular Object Pose Estimation.
CVPR
Tao Tan, Qiulei Dong
2023 — conf
SVM in Classification of stage 0~II and III~IV with Breast Cancer : A Retrospective Cohort Study on a bicentric cohort.
ICCVIT
Yeang Guo, Tao Tan, Ronglin Zhang, Liangfen Xiao, Lijuan Ding, Qing Li, Hui Xie
2023 J jnl
Synthesis of Contrast-Enhanced Breast MRI Using Multi-b-Value DWI-based Hierarchical Fusion Network with Attention Mechanism.
CoRR
Tianyu Zhang, Luyi Han, Anna D'Angelo, Xin Wang, Yuan Gao, Chunyao Lu, Jonas Teuwen, Regina Beets-Tan, Tao Tan, Ritse Mann
2023 — conf
Synthesis of Contrast-Enhanced Breast MRI Using T1- and Multi-b-Value DWI-Based Hierarchical Fusion Network with Attention Mechanism.
MICCAI (7)
Tianyu Zhang, Luyi Han, Anna D'Angelo, Xin Wang, Yuan Gao, Chunyao Lu, Jonas Teuwen, Regina Beets-Tan, Tao Tan, Ritse Mann
2023 J jnl
Synthesis-based Imaging-Differentiation Representation Learning for Multi-Sequence 3D/4D MRI.
CoRR
Luyi Han, Tao Tan, Tianyu Zhang, Yunzhi Huang, Xin Wang, Yuan Gao, Jonas Teuwen, Ritse Mann
2023 J jnl
TransMRSR: Transformer-based Self-Distilled Generative Prior for Brain MRI Super-Resolution.
CoRR
Shan Huang, Xiaohong Liu, Tao Tan, Menghan Hu, Xiaoer Wei, Tingli Chen, Bin Sheng
2023 J jnl
TransMRSR: transformer-based self-distilled generative prior for brain MRI super-resolution.
Vis. Comput.
Shan Huang, Xiaohong Liu, Tao Tan, Menghan Hu, Xiaoer Wei, Tingli Chen, Bin Sheng
2023 J jnl
Ultrasonic evaluation of fetal lung development using deep learning with graph.
Displays
Jiangang Chen, Size Hou, Liang Feng, Bing Lu, Minglei Yang, Feiyang Sun, Qingli Li, Tao Tan, Xuedong Deng, Gaofeng Wei
2022 — conf
Autonomous Learning Rate Optimization for Deep Learning.
LION
Xiaomeng Dong, Tao Tan, Michael Potter, Yun-Chan Tsai, Gaurav Kumar, V. Ratna Saripalli, Theodore B. Trafalis
2022 — conf
EfficientNet-YOLOv5: Improved YOLOv5 Based on EfficientNet Backbone for Object Detection on Marine Microalgae.
UV
Rongsheng Wang, Yukun Li, Yaofei Duan, Tao Tan
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
Multi-modal trained artificial intelligence solution to triage chest X-ray for COVID-19 using pristine ground-truth, versus radiologists.
Neurocomputing
Tao Tan, Bipul Das, Ravi Soni, Mate Fejes, Hongxu Yang, Sohan Ranjan, Daniel Attila Szabo, Vikram Melapudi, K. S. Shriram, Utkarsh Agrawal, László Ruskó, Zita Herczeg, Barbara Darázs, Pal Tegzes, Lehel Ferenczi, Rakesh Mullick, Gopal Avinash
2022 — conf
RGA-Unet: An improved U-net segmentation model based on residual grouped convolution and convolutional block attention module for brain tumor MRI image segmentation.
CSSE
Siyi Xun, Yan Zhang, Sixu Duan, Huachao Chen, Mingwei Wang, Jiangang Chen, Tao Tan
2022 C conf
Research on inertial navigation component measurement and control system.
CIS
Yuan Xu, Tao Tan, Chao Ma
2022 — conf
Towards Idea Mining: Problem-Solution Phrase Extraction from Text.
ADMA (2)
Haixia Liu, Tim J. Brailsford, James Goulding, Tomas Maul, Tao Tan, Debanjan Chaudhuri
2022 — conf
Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma Segmentation and Koos Grade Prediction Based on Semi-supervised Contrastive Learning.
BrainLes@MICCAI (2)
Luyi Han, Yunzhi Huang, Tao Tan, Ritse Mann
2022 J jnl
Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma Segmentation and Koos Grade Prediction based on Semi-Supervised Contrastive Learning.
CoRR
Luyi Han, Yunzhi Huang, Tao Tan, Ritse Mann
2021 J jnl
Cystoscopic Image Classification by Unsupervised Feature Learning and Fusion of Classifiers.
IEEE Access
Seyyed Mohammad Reza Hashemi, Hamid Hassanpour, Ehsan Kozegar, Tao Tan
2021 J jnl
Deep Learning Methods for Lung Cancer Segmentation in Whole-Slide Histopathology Images - The ACDC@LungHP Challenge 2019.
IEEE J. Biomed. Health Informatics
Zhang Li, Jiehua Zhang, Tao Tan, Xichao Teng, Xiaoliang Sun, Hong Zhao, Lihong Liu, Yang Xiao, Byungjae Lee, Yilong Li, Qianni Zhang, Shujiao Sun, Yushan Zheng, Junyu Yan, Ni Li, Yiyu Hong, Junsu Ko, Hyun Jung, Yanling Liu, Yu-Cheng Chen, Ching-Wei Wang, Vladimir Yurovskiy, Pavel Maevskikh, Vahid Khanagha, Yi Jiang, Li Yu, Zhihong Liu, Daiqiang Li, Peter J. Schüffler, Qifeng Yu, Hui Chen, Yuling Tang, Geert Litjens
2021 — conf
Deep-Learning-based Segmentation of Organs-at-Risk in the Head for MR-assisted Radiation Therapy Planning.
BIOIMAGING
László Ruskó, Marta E. Capala, Vanda Czipczer, Bernadett Kolozsvári, Borbála Deák-Karancsi, Renáta Czabány, Bence Gyalai, Tao Tan, Zoltán Végváry, Emoke Borzasi, Zsófia Együd, Renáta Kószó, Viktor Paczona, Emese Fodor, Chad Bobb, Cristina Cozzini, Sandeep Kaushik, Barbara Darázs, Gerda M. Verduijn, Rachel Pearson, Ross Maxwell, Hazel Mccallum, Juan Antonio Hernández Tamames, Katalin Hideghéty, Steven F. Petit, Florian Wiesinger
2021 J jnl
Lesion Segmentation in Ultrasound Using Semi-Pixel-Wise Cycle Generative Adversarial Nets.
IEEE ACM Trans. Comput. Biol. Bioinform.
Jie Xing, Zheren Li, Biyuan Wang, Yuji Qi, Bingbin Yu, Farhad Ghazvinian Zanjani, Aiwen Zheng, Remco Duits, Tao Tan
2021 J jnl
Mass Segmentation in Automated 3-D Breast Ultrasound Using Dual-Path U-net.
CoRR
Hamed Fayyaz, Ehsan Kozegar, Tao Tan, Mohsen Soryani
2021 — conf
Pristine Annotations-Based Multi-modal Trained Artificial Intelligence Solution to Triage Chest X-Ray for COVID-19.
MICCAI (7)
Tao Tan, Bipul Das, Ravi Soni, Mate Fejes, Sohan Ranjan, Daniel Attila Szabo, Vikram Melapudi, K. S. Shriram, Utkarsh Agrawal, László Ruskó, Zita Herczeg, Barbara Darázs, Pal Tegzes, Lehel Ferenczi, Rakesh Mullick, Gopal Avinash
2021 J jnl
To Raise or Not To Raise: The Autonomous Learning Rate Question.
CoRR
Xiaomeng Dong, Tao Tan, Michael Potter, Yun-Chan Tsai, Gaurav Kumar, V. Ratna Saripalli
2021 J jnl
Ultrasound tissue classification: a review.
Artif. Intell. Rev.
Caifeng Shan, Tao Tan, Jungong Han, Di Huang
2020 J jnl
2.75D Convolutional Neural Network for Pulmonary Nodule Classification in Chest CT.
CoRR
Ruisheng Su, Weiyi Xie, Tao Tan
2020 — conf
Automated discomfort detection for premature infants in NICU using time-frequency feature-images and CNNs.
Computer-Aided Diagnosis
Yue Sun, Deedee Kommers, Tao Tan, Wenjin Wang, Xi Long, Caifeng Shan, Carola van Pul, Ronald M. Aarts, Peter Andriessen, Peter H. N. de With
2020 J jnl
Computer aided detection in automated 3-D breast ultrasound images: a survey.
Artif. Intell. Rev.
Ehsan Kozegar, Mohsen Soryani, Hamid Behnam, Masoumeh Salamati, Tao Tan
2020 J jnl
Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images - the ACDC@LungHP Challenge 2019.
CoRR
Zhang Li, Jiehua Zhang, Tao Tan, Xichao Teng, Xiaoliang Sun, Yang Li, Lihong Liu, Yang Xiao, Byungjae Lee, Yilong Li, Qianni Zhang, Shujiao Sun, Yushan Zheng, Junyu Yan, Ni Li, Yiyu Hong, Junsu Ko, Hyun Jung, Yanling Liu, Yu-Cheng Chen, Ching-Wei Wang, Vladimir Yurovskiy, Pavel Maevskikh, Vahid Khanagha, Yi Jiang, Xiangjun Feng, Zhihong Liu, Daiqiang Li, Peter J. Schüffler, Qifeng Yu, Hui Chen, Yuling Tang, Geert Litjens
2020 J jnl
Guest Editorial: Deep Learning in Ultrasound Imaging.
IEEE J. Biomed. Health Informatics
Caifeng Shan, Tao Tan, Shandong Wu, Julia A. Schnabel
2020 J jnl
Pristine annotations-based multi-modal trained artificial intelligence solution to triage chest X-ray for COVID-19.
CoRR
Tao Tan, Bipul Das, Ravi Soni, Mate Fejes, Sohan Ranjan, Daniel Attila Szabo, Vikram Melapudi, K. S. Shriram, Utkarsh Agrawal, László Ruskó, Zita Herczeg, Barbara Darázs, Pal Tegzes, Lehel Ferenczi, Rakesh Mullick, Gopal Avinash
2019 — conf
A Dual Stream Network for Tumor Detection in Hyperspectral Images.
ISBI
Pim Jan Christiaan Weijtmans, Caifeng Shan, Tao Tan, Susan G. Brouwer de Koning, Theodoor Jacques Marie Ruers
2019 J jnl
A fully automated pipeline of extracting biomarkers to quantify vascular changes in retina-related diseases.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Jiong Zhang, Behdad Dashtbozorg, Fan Huang, Tao Tan, Bart M. ter Haar Romeny
2019 J jnl
Automated Segmentation of Lesions in Ultrasound Using Semi-pixel-wise Cycle Generative Adversarial Nets.
CoRR
Jie Xing, Zheren Li, Biyuan Wang, Bingbin Yu, Farhad Ghazvinian Zanjani, Aiwen Zheng, Remco Duits, Tao Tan
2019 — conf
Automatic and Continuous Discomfort Detection for Premature Infants in a NICU Using Video-Based Motion Analysis.
EMBC
Yue Sun, Deedee Kommers, Wenjin Wang, Rohan Joshi, Caifeng Shan, Tao Tan, Ronald M. Aarts, Carola van Pul, Peter Andriessen, Peter H. N. de With
2019 — conf
Cancer Detection in Mass Spectrometry Imaging Data by Recurrent Neural Networks.
ISBI
Farhad Ghazvinian Zanjani, Andreas Panteli, Svitlana Zinger, Fons van der Sommen, Tao Tan, Benjamin Balluff, D. R. Naomi Vos, Shane R. Ellis, Ron M. A. Heeren, Marit Lucas, Henk A. Marquering, Ivo G. H. Jansen, C. D. Savci-Heijink, Daniel M. de Bruin, Peter H. N. de With
2019 — conf
Deep Learning Approach to Semantic Segmentation in 3D Point Cloud Intra-oral Scans of Teeth.
MIDL
Farhad Ghazvinian Zanjani, David Anssari Moin, Bas Verheij, Frank Claessen, Teo Cherici, Tao Tan, Peter H. N. de With
2019 J jnl
Epileptic seizure detection in EEG signals using sparse multiscale radial basis function networks and the Fisher vector approach.
Knowl. Based Syst.
Yang Li, Wei-Gang Cui, Hui Huang, Yuzhu Guo, Ke Li, Tao Tan
2019 A* conf
Local to Global Learning: Gradually Adding Classes for Training Deep Neural Networks.
CVPR
Hao Cheng, Dongze Lian, Bowen Deng, Shenghua Gao, Tao Tan, Yanlin Geng
2019 B conf
On the Convergence Speed of AMSGRAD and Beyond.
ICTAI
Tao Tan, Shiqun Yin, Kunling Liu, Man Wan
2019 B conf
SLAOE-NN: A Deep Network with Structure Learning for Aspect and Opining co-Extraction for NLP.
ICTAI
Kunling Liu, Shiqun Yin, Tao Tan
2019 — conf
Transferring from ex-vivo to in-vivo: Instrument Localization in 3D Cardiac Ultrasound Using Pyramid-UNet with Hybrid Loss.
MICCAI (5)
Hongxu Yang, Caifeng Shan, Tao Tan, Alexander F. Kolen, Peter H. N. de With
2019 J jnl
Unsupervised Cerebrovascular Segmentation of TOF-MRA Images Based on Deep Neural Network and Hidden Markov Random Field Model.
Frontiers Neuroinformatics
Shengyu Fan, Yueyan Bian, Hao Chen, Yan Kang, Qi Yang, Tao Tan
2019 J jnl
Video-Based Actigraphy for Monitoring Wake and Sleep in Healthy Infants: A Laboratory Study.
Sensors
Xi Long, Renée A. Otte, Eric van der Sanden, Jan Werth, Tao Tan
2019 J jnl
Video-based discomfort detection for infants.
Mach. Vis. Appl.
Yue Sun, Caifeng Shan, Tao Tan, Xi Long, Arash Pourtaherian, Svitlana Zinger, Peter H. N. de With
2018 — conf
An Improved U-Net Architecture for Simultaneous Arteriole and Venule Segmentation in Fundus Image.
MIUA
Xiayu Xu, Tao Tan, Feng Xu
2018 J jnl
Computer-aided diagnosis of lung carcinoma using deep learning - a pilot study.
CoRR
Zhang Li, Zheyu Hu, Jiaolong Xu, Tao Tan, Hui Chen, Zhi Duan, Ping Liu, Jun Tang, Guoping Cai, Quchang Ouyang, Yuling Tang, Geert Litjens, Qiang Li
2018 J jnl
Mass Segmentation in Automated 3-D Breast Ultrasound Using Adaptive Region Growing and Supervised Edge-Based Deformable Model.
IEEE Trans. Medical Imaging
Ehsan Kozegar, Mohsen Soryani, Hamid Behnam, Masoumeh Salamati, Tao Tan
2018 J jnl
Optimize transfer learning for lung diseases in bronchoscopy using a new concept: sequential fine-tuning.
CoRR
Tao Tan, Zhang Li, Haixia Liu, Ping Liu, Wenfang Tang, Hui Li, Yue Sun, Yusheng Yan, Keyu Li, Tao Xu, Shanshan Wan, Ke Lou, Jun Xu, Huiming Ying, Quchang Ouyang, Yuling Tang, Zheyu Hu, Qiang Li
2018 J jnl
Retinal artery/vein classification using genetic-search feature selection.
Comput. Methods Programs Biomed.
Fan Huang, Behdad Dashtbozorg, Tao Tan, Bart M. ter Haar Romeny
2017 J jnl
Denoising of 3D magnetic resonance images with multi-channel residual learning of convolutional neural network.
CoRR
Dongsheng Jiang, Weiqiang Dou, Luc P. J. Vosters, Xiayu Xu, Yue Sun, Tao Tan
2016 — conf
Automated linking of suspicious findings between automated 3D breast ultrasound volumes.
Computer-Aided Diagnosis
Albert Gubern-Mérida, Tao Tan, Jan van Zelst, Ritse M. Mann, Nico Karssemeijer
2016 — conf
Novel Morphological Features for Non-mass-like Breast Lesion Classification on DCE-MRI.
MLMI@MICCAI
Mohammad Razavi, Lei Wang, Tao Tan, Nico Karssemeijer, Lars Linsen, Udo Frese, Horst K. Hahn, Gabriel Zachmann
2014 B conf
Automatic nipple detection on 3D images of an automated breast ultrasound system (ABUS).
Image Processing
Mandana Javanshir Moghaddam, Tao Tan, Nico Karssemeijer, Bram Platel
2014 — conf
Chest-wall segmentation in automated 3D breast ultrasound images using thoracic volume classification.
Computer-Aided Diagnosis
Tao Tan, Jan van Zelst, Wei Zhang, Ritse M. Mann, Bram Platel, Nico Karssemeijer
2013 J jnl
Chest wall segmentation in automated 3D breast ultrasound scans.
Medical Image Anal.
Tao Tan, Bram Platel, Ritse Mann, Henkjan J. Huisman, Nico Karssemeijer
2013 J jnl
Computer-Aided Detection of Cancer in Automated 3-D Breast Ultrasound.
IEEE Trans. Medical Imaging
Tao Tan, Bram Platel, Roel Mus, László K. Tabár, Ritse M. Mann, Nico Karssemeijer
2013 — conf
Finding lesion correspondences in different views of automated 3D breast ultrasound.
Computer-Aided Diagnosis
Tao Tan, Bram Platel, Michael Hicks, Ritse M. Mann, Nico Karssemeijer
2012 J jnl
A Personalization Recommendation Method Based on Deep Web Data Query.
J. Comput.
Tao Tan, Hongjun Chen
2012 J jnl
Computer-Aided Lesion Diagnosis in Automated 3-D Breast Ultrasound Using Coronal Spiculation.
IEEE Trans. Medical Imaging
Tao Tan, Bram Platel, Henkjan J. Huisman, Clara I. Sánchez, Roel Mus, Nico Karssemeijer
2012 — conf
Detection of breast cancer in automated 3D breast ultrasound.
Computer-Aided Diagnosis
Tao Tan, Bram Platel, Roel Mus, Nico Karssemeijer
2011 — conf
Classification of breast lesions in automated 3D breast ultrasound.
Computer-Aided Diagnosis
Tao Tan, Henkjan J. Huisman, Bram Platel, André Grivegnée, Roel Mus, Nico Karssemeijer