Liang Sun

41 papers A* 1Journal 29Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Discovering Differential Imaging Genetic Modules via Multimodal Fusion-Based Hypergraph Transductive Learning in Alzheimer's Disease Diagnosis.
IEEE Trans. Medical Imaging
Meiling Wang, Liang Sun, Wei Shao, Daoqiang Zhang
2025 J jnl
Edge-enhanced semi-supervised vertical convolutional neural network for tubular structure segmentation: Application to medical images.
Pattern Recognit.
Junyong Zhao, Liang Sun, Zhi Sun, Yanling Fu, Wei Shao, Xin Zhou, Haipeng Si, Daoqiang Zhang
2025 — conf
F
ISBI
Junyong Zhao, Tian Lin, Meng Wang, Liang Sun, Haoyu Chen, Daoqiang Zhang, Huazhu Fu
2025 J jnl
Local structural-functional coupling with counterfactual explanations for epilepsy prediction.
NeuroImage
Jiashuang Huang, Shaolong Wei, Zhen Gao, Shu Jiang, Mingliang Wang, Liang Sun, Weiping Ding, Daoqiang Zhang
2025 J jnl
MA-SAM: A Multi-Atlas Guided SAM Using Pseudo Mask Prompts Without Manual Annotation for Spine Image Segmentation.
IEEE Trans. Medical Imaging
Dingwei Fan, Junyong Zhao, Chunlin Li, Xinlong Wang, Ronghan Zhang, Qi Zhu, Mingliang Wang, Haipeng Si, Daoqiang Zhang, Liang Sun
2025 J jnl
Multi-Modal Brain Network Fusion for Intelligent Diagnostic Devices.
IEEE Trans. Consumer Electron.
Shengrong Li, Qi Zhu, Liang Sun, Kai Ma, Yixin Ji, Shile Qi, Daoqiang Zhang
2025 A* conf
SCNNs: Spike-based Coupling Neural Networks for Understanding Structural-Functional Relationships in the Human Brain.
IJCAI
Shaolong Wei, Shu Jiang, Mingliang Wang, Liang Sun, Haonan Rao, Weiping Ding, Jiashuang Huang
2025 J jnl
SpinalSAM-R1: A Vision-Language Multimodal Interactive System for Spine CT Segmentation.
CoRR
Jiaming Liu, Dingwei Fan, Junyong Zhao, Chunlin Li, Haipeng Si, Liang Sun
2025 J jnl
Uncertainty-Driven Edge Prompt Generation Network for Medical Image Segmentation.
IEEE Trans. Medical Imaging
Junyong Zhao, Liang Sun, Dingwei Fan, Kun Wang, Haipeng Si, Huazhu Fu, Daoqiang Zhang
2024 J jnl
Global-local consistent semi-supervised segmentation of histopathological image with different perturbations.
Pattern Recognit.
Xi Guan, Qi Zhu, Liang Sun, Junyong Zhao, Daoqiang Zhang, Peng Wan, Wei Shao
2024 J jnl
MAS-CL: An End-to-End Multi-Atlas Supervised Contrastive Learning Framework for Brain ROI Segmentation.
IEEE Trans. Image Process.
Liang Sun, Yanling Fu, Junyong Zhao, Wei Shao, Qi Zhu, Daoqiang Zhang
2024 J jnl
MSEF-Net: Multi-scale edge fusion network for lumbosacral plexus segmentation with MR image.
Artif. Intell. Medicine
Junyong Zhao, Liang Sun, Zhi Sun, Xin Zhou, Haipeng Si, Daoqiang Zhang
2024 J jnl
Multi-Instance Multi-Task Learning for Joint Clinical Outcome and Genomic Profile Predictions From the Histopathological Images.
IEEE Trans. Medical Imaging
Wei Shao, Hang Shi, Jianxin Liu, Yingli Zuo, Liang Sun, Tiansong Xia, Wanyuan Chen, Peng Wan, Jianpeng Sheng, Qi Zhu, Daoqiang Zhang
2023 J jnl
Characterizing the Survival-Associated Interactions Between Tumor-Infiltrating Lymphocytes and Tumors From Pathological Images and Multi-Omics Data.
IEEE Trans. Medical Imaging
Wei Shao, Yingli Zuo, Yangyang Shi, Yawen Wu, Jiao Tang, Junyong Zhao, Liang Sun, Zixiao Lu, Jianpeng Sheng, Qi Zhu, Daoqiang Zhang
2023 J jnl
Deep Semi-Supervised Ultrasound Image Segmentation by Using a Shadow Aware Network With Boundary Refinement.
IEEE Trans. Medical Imaging
Fang Chen, Lingyu Chen, Wentao Kong, Weijing Zhang, Pengfei Zheng, Liang Sun, Daoqiang Zhang, Hongen Liao
2023 J jnl
Multi-scale multi-hierarchy attention convolutional neural network for fetal brain extraction.
Pattern Recognit.
Liang Sun, Wei Shao, Qi Zhu, Meiling Wang, Gang Li, Daoqiang Zhang
2023 J jnl
Semi-Supervised Multi-View Fusion for Identifying CAP and COVID-19 With Unlabeled CT Images.
IEEE Trans. Emerg. Top. Comput. Intell.
Qi Zhu, Yuze Zhou, Yuan Yao, Liang Sun, Feng Shi, Wei Shao, Daoqiang Zhang, Dinggang Shen
2022 J jnl
An Explainable 3D Residual Self-Attention Deep Neural Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI.
IEEE J. Biomed. Health Informatics
Xin Zhang, Liangxiu Han, Wenyong Zhu, Liang Sun, Daoqiang Zhang
2022 — conf
Integrative Analysis of Multi-view Histopathological Image Features for the Diagnosis of Lung Cancer.
CICAI (2)
Zongxiang Pei, Yingli Zuo, Liang Sun, Meiling Wang, Daoqiang Zhang, Wei Shao
2022 — conf
Region-Based Dense Adversarial Generation for Medical Image Segmentation.
CICAI (3)
Ao Shen, Liang Sun, Mengting Xu, Daoqiang Zhang
2022 J jnl
Residual-atrous attention network for lumbosacral plexus segmentation with MR image.
Comput. Medical Imaging Graph.
Junyong Zhao, Liang Sun, Xin Zhou, Shuo Huang, Haipeng Si, Daoqiang Zhang
2022 J jnl
Temporal Information-Guided Generative Adversarial Networks for Stimuli Image Reconstruction From Human Brain Activities.
IEEE Trans. Cogn. Dev. Syst.
Shuo Huang, Liang Sun, Muhammad Yousefnezhad, Meiling Wang, Daoqiang Zhang
2021 J jnl
Dual Attention Multi-Instance Deep Learning for Alzheimer's Disease Diagnosis With Structural MRI.
IEEE Trans. Medical Imaging
Wenyong Zhu, Liang Sun, Jiashuang Huang, Liangxiu Han, Daoqiang Zhang
2021 J jnl
GACDN: generative adversarial feature completion and diagnosis network for COVID-19.
BMC Medical Imaging
Qi Zhu, Haizhou Ye, Liang Sun, Zhongnian Li, Ran Wang, Feng Shi, Dinggang Shen, Daoqiang Zhang
2020 J jnl
Adaptive Feature Selection Guided Deep Forest for COVID-19 Classification With Chest CT.
IEEE J. Biomed. Health Informatics
Liang Sun, Zhanhao Mo, Fuhua Yan, Liming Xia, Fei Shan, Zhongxiang Ding, Bin Song, Wanchun Gao, Wei Shao, Feng Shi, Huan Yuan, Huiting Jiang, Dijia Wu, Ying Wei, Yaozong Gao, He Sui, Daoqiang Zhang, Dinggang Shen
2020 J jnl
Adaptive Feature Selection Guided Deep Forest for COVID-19 Classification with Chest CT.
CoRR
Liang Sun, Zhanhao Mo, Fuhua Yan, Liming Xia, Fei Shan, Zhongxiang Ding, Wei Shao, Feng Shi, Huan Yuan, Huiting Jiang, Dijia Wu, Ying Wei, Yaozong Gao, Wanchun Gao, He Sui, Daoqiang Zhang, Dinggang Shen
2020 J jnl
An Explainable 3D Residual Self-Attention Deep Neural Network FOR Joint Atrophy Localization and Alzheimer's Disease Diagnosis using Structural MRI.
CoRR
Xin Zhang, Liangxiu Han, Wenyong Zhu, Liang Sun, Daoqiang Zhang
2020 J jnl
Anatomical Attention Guided Deep Networks for ROI Segmentation of Brain MR Images.
IEEE Trans. Medical Imaging
Liang Sun, Wei Shao, Daoqiang Zhang, Mingxia Liu
2020 J jnl
High-Order Feature Learning for Multi-Atlas Based Label Fusion: Application to Brain Segmentation With MRI.
IEEE Trans. Image Process.
Liang Sun, Wei Shao, Mingliang Wang, Daoqiang Zhang, Mingxia Liu
2020 J jnl
Integrative Analysis of Pathological Images and Multi-Dimensional Genomic Data for Early-Stage Cancer Prognosis.
IEEE Trans. Medical Imaging
Wei Shao, Kun Huang, Zhi Han, Jun Cheng, Liang Cheng, Tongxin Wang, Liang Sun, Zixiao Lu, Jie Zhang, Daoqiang Zhang
2020 J jnl
Multi-task multi-modal learning for joint diagnosis and prognosis of human cancers.
Medical Image Anal.
Wei Shao, Tongxin Wang, Liang Sun, Tianhan Dong, Zhi Han, Zhi Huang, Jie Zhang, Daoqiang Zhang, Kun Huang
2020 — conf
Perceived Image Reconstruction from Human Brain Activity via Time-Series Information Guided Generative Adversarial Networks.
ICONIP (5)
Shuo Huang, Liang Sun, Muhammad Yousefnezhad, Meiling Wang, Daoqiang Zhang
2019 — conf
Automatic Fetal Brain Extraction Using Multi-stage U-Net with Deep Supervision.
MLMI@MICCAI
Jingjiao Lou, Dengwang Li, Toan Duc Bui, Fenqiang Zhao, Liang Sun, Gang Li, Dinggang Shen
2019 — conf
Construction of 4D Neonatal Cortical Surface Atlases Using Wasserstein Distance.
ISBI
Zengsi Chen, Zhengwang Wu, Liang Sun, Fan Wang, Li Wang, Fenqiang Zhao, Weili Lin, John H. Gilmore, Dinggang Shen, Gang Li
2019 J jnl
Reliability-based robust multi-atlas label fusion for brain MRI segmentation.
Artif. Intell. Medicine
Liang Sun, Chen Zu, Wei Shao, Junye Guang, Daoqiang Zhang, Mingxia Liu
2019 J jnl
Topological correction of infant white matter surfaces using anatomically constrained convolutional neural network.
NeuroImage
Liang Sun, Daoqiang Zhang, Chunfeng Lian, Li Wang, Zhengwang Wu, Wei Shao, Weili Lin, Dinggang Shen, Gang Li
2018 — conf
Deep active learning for nucleus classification in pathology images.
ISBI
Wei Shao, Liang Sun, Daoqiang Zhang
2018 — conf
Ordinal Multi-modal Feature Selection for Survival Analysis of Early-Stage Renal Cancer.
MICCAI (2)
Wei Shao, Jun Cheng, Liang Sun, Zhi Han, Qianjin Feng, Daoqiang Zhang, Kun Huang
2018 — conf
Topological Correction of Infant Cortical Surfaces Using Anatomically Constrained U-Net.
MLMI@MICCAI
Liang Sun, Daoqiang Zhang, Li Wang, Wei Shao, Zengsi Chen, Weili Lin, Dinggang Shen, Gang Li
2017 — conf
High-order boltzmann machine-based unsupervised feature learning for multi-atlas segmentation.
ISBI
Liang Sun, Wei Shao, Daoqiang Zhang
2015 — conf
Reliability Guided Forward and Backward Patch-Based Method for Multi-atlas Segmentation.
Patch-MI@MICCAI
Liang Sun, Chen Zu, Daoqiang Zhang