Estimation of the Current Density in a Dynamic Heart Model and Visualization of Its Propagation. - Liansheng Wang 002; Pheng-Ann Heng; Tien-Tsin Wong (MIAR, 2008)

Structure-preserving multiscale vessel enhancing diffusion filter. - Yiping Chen 002; Liansheng Wang 002; Lin Shi 001; Defeng Wang; Pheng-Ann Heng; Tien-Tsin Wong; Xiang Li 014 (ICIP, 2010)

A 3D Segmentation and Visualization Scheme for Solid and Non-solid Lung Lesions Based on Gaussian Filtering Regularized Level Set. - Liansheng Wang 002; Huangjing Lin; Xiaoyang Huang; Boliang Wang; Yiping Chen 002 (3DV (Workshops), 2014)

Noninvasive Electrocardiographic Imaging of Cardiac Arrhythmias: Enhance the Diagnosis of Bundle Branch Block. - Liansheng Wang 002; Yiping Chen 002; Huangjing Lin; Dong Ni 001 (CLIP@MICCAI, 2014)

Application of L0-Norm Regularization to Epicardial Potential Reconstruction. - Liansheng Wang 002; Xinyue Li; Yiping Chen 002; Jing Qin 001 (MICCAI (2), 2015)

Structure Fusion for Automatic Segmentation of Left Atrial Aneurysm Based on Deep Residual Networks. - Liansheng Wang 002; Shusheng Li; Yiping Chen 002; Jiankun Lin; Changhua Liu (MLMI@MICCAI, 2016)

Random projections and Single BoW for fast and Robust texture segmentation. - Li Liu 002; Liansheng Wang 002; Lingjun Zhao; Paul W. Fieguth (Inf. Sci., 2016)

Prediction of lymphocytosis using machine learning algorithm based on checkup data. - Liansheng Wang 002; Yuanxu Wang; Yiping Chen 002; Changhua Liu; Xiaoliang Fan (ICSAI, 2017)

Direct aneurysm volume estimation by multi-view semi-supervised manifold learning. - Liansheng Wang 002; Shusheng Li; Yiping Chen 002; Jiankun Lin; Changhua Liu; Xiantong Zeng; Shuo Li 001 (ISBI, 2017)

Volume calculation of CT lung lesions based on Halton low-discrepancy sequences. - Shusheng Li; Liansheng Wang 002; Shuo Li 001 (Computer-Aided Diagnosis, 2017)

A segmentation and classification scheme for single tooth in MicroCT images based on 3D level set and k-means++. - Liansheng Wang 002; Shusheng Li; Rong-Zhen Chen; Sze-Yu Liu; Jyh-Cheng Chen (Comput. Medical Imaging Graph., 2017)

ScanNet: A Fast and Dense Scanning Framework for Metastatic Breast Cancer Detection from Whole-Slide Images. - Huangjing Lin; Hao Chen 011; Qi Dou 001; Liansheng Wang 002; Jing Qin 001; Pheng-Ann Heng (CoRR, 2017)

Broken and degraded document images binarization. - Yiping Chen 002; Liansheng Wang 002 (Neurocomputing, 2017)

An ADMM-net Solution to Inverse Problem of Electrocardiology. - Liansheng Wang 002; Weiqi Wu; Yiping Chen 002; Changhua Liu (ICSAI, 2018)

Utility Balanced Classification for Automatic Electronic Medical Record Analysis. - Liansheng Wang 002; Qiuhao Xu; Shuo Li 001 (ICSAI, 2018)

ScanNet: A Fast and Dense Scanning Framework for Metastastic Breast Cancer Detection from Whole-Slide Image. - Huangjing Lin; Hao Chen 011; Qi Dou 001; Liansheng Wang 002; Jing Qin 001; Pheng-Ann Heng (WACV, 2018)

A Multi-task Learning Method for Direct Estimation of Spinal Curvature. - Jiacheng Wang 002; Liansheng Wang 002; Changhua Liu (CSI@MICCAI, 2019)

An Automated and Accurate Spine Curve Analysis System. - Bo Chen 013; Qiuhao Xu; Liansheng Wang 002; Stephanie Leung; Jonathan Chung 002; Shuo Li 001 (IEEE Access, 2019)

Nested Dilation Network (NDN) for Multi-Task Medical Image Segmentation. - Liansheng Wang 002; Rongzhen Chen; Shuxin Wang; Nianyin Zeng; Xiaoyang Huang; Changhua Liu (IEEE Access, 2019)

RP-Net: A 3D Convolutional Neural Network for Brain Segmentation From Magnetic Resonance Imaging. - Liansheng Wang 002; Cong Xie; Nianyin Zeng (IEEE Access, 2019)

Accurate automated Cobb angles estimation using multi-view extrapolation net. - Liansheng Wang 002; Qiuhao Xu; Stephanie Leung; Jonathan Chung 002; Bo Chen 013; Shuo Li 001 (Medical Image Anal., 2019)

Direct Prediction of BRAFV600E Mutation from Histopathological Images in Papillary Thyroid Carcinoma with a Deep Learning Workflow. - Zihan Wu 001; Xiaoyang Huang; Shaohui Huang; Xin Ding; Liansheng Wang 002 (CSAI, 2020)

LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation. - Shuxin Wang; Shilei Cao 001; Dong Wei 004; Renzhen Wang; Kai Ma 002; Liansheng Wang 002; Deyu Meng; Yefeng Zheng 001 (CVPR, 2020)

Superpixel-Guided Label Softening for Medical Image Segmentation. - Hang Li; Dong Wei 004; Shilei Cao 001; Kai Ma 002; Liansheng Wang 002; Yefeng Zheng 001 (MICCAI (4), 2020)

A Second-Order Subregion Pooling Network for Breast Lesion Segmentation in Ultrasound. - Lei Zhu 003; Rongzhen Chen; Huazhu Fu; Cong Xie; Liansheng Wang 002; Liang Wan; Pheng-Ann Heng (MICCAI (6), 2020)

Robust Medical Instrument Segmentation Challenge 2019. - Tobias Roß; Annika Reinke; Peter M. Full; Martin Wagner 001; Hannes Kenngott; Martin Apitz; Hellena Hempe; Diana Mîndroc-Filimon; Patrick Scholz 001; Thuy Nuong Tran; Pierangela Bruno; Pablo Arbeláez; et al. (CoRR, 2020)

A novel approach combined transfer learning and deep learning to predict TMB from histology image. - Liansheng Wang 002; Yudi Jiao; Ying Qiao; Nianyin Zeng; Rongshan Yu (Pattern Recognit. Lett., 2020)

Conquering Data Variations in Resolution: A Slice-Aware Multi-Branch Decoder Network. - Shuxin Wang; Shilei Cao 001; Zhizhong Chai; Dong Wei 004; Kai Ma 002; Liansheng Wang 002; Yefeng Zheng 001 (IEEE Trans. Medical Imaging, 2020)

Alternative Baselines for Low-Shot 3D Medical Image Segmentation - An Atlas Perspective. - Shuxin Wang; Shilei Cao 001; Dong Wei 004; Cong Xie; Kai Ma 002; Liansheng Wang 002; Deyu Meng; Yefeng Zheng 001 (AAAI, 2021)

Strongly Supervised Mitosis Detection In Breast Histopathology Images Using Weak Labels. - Zihan Wu 001; Rongbo Shen; Junzhou Huang; Liansheng Wang 002; Jianhua Yao 001 (ISBI, 2021)

Recist-Net: Lesion Detection Via Grouping Keypoints On Recist-Based Annotation. - Cong Xie; Shilei Cao 001; Dong Wei 004; Hongyu Zhou; Kai Ma 002; Xianli Zhang; Buyue Qian; Liansheng Wang 002; Yefeng Zheng 001 (ISBI, 2021)

Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation. - Cong Xie; Hualuo Liu; Shilei Cao 001; Dong Wei 004; Kai Ma 002; Liansheng Wang 002; Yefeng Zheng 001 (ISBI, 2021)

Multi-modal Multi-instance Learning Using Weakly Correlated Histopathological Images and Tabular Clinical Information. - Hang Li; Fan Yang 081; Xiaohan Xing; Yu Zhao 009; Jun Zhang 018; Yueping Liu; Mengxue Han; Junzhou Huang; Liansheng Wang 002; Jianhua Yao 001 (MICCAI (8), 2021)

DT-MIL: Deformable Transformer for Multi-instance Learning on Histopathological Image. - Hang Li; Fan Yang 081; Yu Zhao 009; Xiaohan Xing; Jun Zhang 018; Mingxuan Gao; Junzhou Huang; Liansheng Wang 002; Jianhua Yao 001 (MICCAI (8), 2021)

Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retina OCT Images. - Hong Liu; Dong Wei 004; Donghuan Lu; Yuexiang Li; Kai Ma 002; Liansheng Wang 002; Yefeng Zheng 001 (MICCAI (8), 2021)

Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification. - Jinghan Sun; Dong Wei 004; Kai Ma 002; Liansheng Wang 002; Yefeng Zheng 001 (MICCAI (5), 2021)

Efficient Global-Local Memory for Real-Time Instrument Segmentation of Robotic Surgical Video. - Jiacheng Wang 002; Yueming Jin; Liansheng Wang 002; Shuntian Cai; Pheng-Ann Heng; Jing Qin 001 (MICCAI (4), 2021)

Cross-Domain Landmarks Detection in Mitral Regurgitation. - Jiacheng Wang 002; Haojie Wang; Ruochen Mu; Liansheng Wang 002 (DGM4MICCAI/DALI@MICCAI, 2021)

Boundary-Aware Transformers for Skin Lesion Segmentation. - Jiacheng Wang 002; Lan Wei; Liansheng Wang 002; Qichao Zhou; Lei Zhu 003; Jing Qin 001 (MICCAI (1), 2021)

Snipe: highly sensitive pathogen detection from metagenomic sequencing data. - Lihong Huang; Bin Hong; Wenxian Yang; Liansheng Wang 002; Rongshan Yu (Briefings Bioinform., 2021)

The Medical Segmentation Decathlon. - Michela Antonelli; Annika Reinke; Spyridon Bakas; Keyvan Farahani; Annette Kopp-Schneider; Bennett A. Landman; Geert Litjens 001; Bjoern H. Menze; Olaf Ronneberger; Ronald M. Summers; Bram van Ginneken; Michel Bilello; et al. (CoRR, 2021)

nnFormer: Interleaved Transformer for Volumetric Segmentation. - Hong-Yu Zhou; Jiansen Guo; Yinghao Zhang; Lequan Yu; Liansheng Wang 002; Yizhou Yu (CoRR, 2021)

Early neoplasia identification in Barrett's esophagus via attentive hierarchical aggregation and self-distillation. - Wentai Hou; Liansheng Wang 002; Shuntian Cai; Zhenyu Lin; Rongshan Yu; Jing Qin 001 (Medical Image Anal., 2021)

Dual-path network with synergistic grouping loss and evidence driven risk stratification for whole slide cervical image analysis. - Huangjing Lin; Hao Chen 011; Xi Wang 013; Qiong Wang 001; Liansheng Wang 002; Pheng-Ann Heng (Medical Image Anal., 2021)

LNDb challenge on automatic lung cancer patient management. - João Pedrosa; Guilherme Aresta; Carlos Ferreira 006; Gurraj Atwal; Hady Ahmady Phoulady; Xiaoyu Chen; Rongzhen Chen; Jiaoliang Li; Liansheng Wang 002; Adrian Galdran; Hamid Bouchachia; Krishna Chaitanya Kaluva; et al. (Medical Image Anal., 2021)

Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge. - Tobias Roß; Annika Reinke; Peter M. Full; Martin Wagner 001; Hannes Kenngott; Martin Apitz; Hellena Hempe; Diana Mîndroc-Filimon; Patrick Scholz 001; Thuy Nuong Tran; Pierangela Bruno; Pablo Arbeláez; et al. (Medical Image Anal., 2021)

Evaluation and comparison of accurate automated spinal curvature estimation algorithms with spinal anterior-posterior X-Ray images: The AASCE2019 challenge. - Liansheng Wang 002; Cong Xie; Yi Lin; Hong-Yu Zhou; Kailin Chen; Dalong Cheng; Florian Dubost; Benjamin Collery; Bidur Khanal; Bishesh Khanal; Rong Tao; Shangliang Xu; et al. (Medical Image Anal., 2021)

Deep Sub-Region Network for Salient Object Detection. - Liansheng Wang 002; Rongzhen Chen; Lei Zhu 003; Haoran Xie 001; Xiaomeng Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2021)

H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis. - Wentai Hou; Lequan Yu; Chengxuan Lin; Helong Huang; Rongshan Yu; Jing Qin 001; Liansheng Wang 002 (AAAI, 2022)

Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning. - Jinghan Sun; Dong Wei 004; Kai Ma 002; Liansheng Wang 002; Yefeng Zheng 001 (AAAI, 2022)

Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation. - Jiacheng Wang 002; Xiaomeng Li 001; Yiming Han; Jing Qin 001; Liansheng Wang 002; Qichao Zhou (AAAI, 2022)

Personalizing Federated Medical Image Segmentation via Local Calibration. - Jiacheng Wang 002; Yueming Jin; Liansheng Wang 002 (ECCV (21), 2022)

Boundry-Aware Pyramid Transformer For Polyp Segmentation. - Jiacheng Wang 002; Yuxi Ma; Ruochen Mu; Liansheng Wang 002 (EndoCV@ISBI, 2022)

UNet-2022: Exploring Dynamics in Non-isomorphic Architecture. - Jiansen Guo; Hong-Yu Zhou; Liansheng Wang 002; Yizhou Yu (MICAD, 2022)

Spatial-Hierarchical Graph Neural Network with Dynamic Structure Learning for Histological Image Classification. - Wentai Hou; Helong Huang; Qiong Peng; Rongshan Yu; Lequan Yu; Liansheng Wang 002 (MICCAI (2), 2022)

A New Dataset and a Baseline Model for Breast Lesion Detection in Ultrasound Videos. - Zhi Lin; Junhao Lin; Lei Zhu 003; Huazhu Fu; Jing Qin 001; Liansheng Wang 002 (MICCAI (3), 2022)

Lesion Guided Explainable Few Weak-Shot Medical Report Generation. - Jinghan Sun; Dong Wei 004; Liansheng Wang 002; Yefeng Zheng 001 (MICCAI (5), 2022)

Clustering-Based Multi-instance Learning Network for Whole Slide Image Classification. - Wei Wu; Zhonghang Zhu; Baptiste Magnier; Liansheng Wang 002 (CMMCA@MICCAI, 2022)

SETMIL: Spatial Encoding Transformer-Based Multiple Instance Learning for Pathological Image Analysis. - Yu Zhao 009; Zhenyu Lin; Kai Sun; Yidan Zhang; Junzhou Huang; Liansheng Wang 002; Jianhua Yao 001 (MICCAI (2), 2022)

Reinforcement Learning Driven Intra-modal and Inter-modal Representation Learning for 3D Medical Image Classification. - Zhonghang Zhu; Liansheng Wang 002; Baptiste Magnier; Lei Zhu 003; Defu Zhang; Lequan Yu (MICCAI (3), 2022)

Spatial-temporal Fusion Network for Fast Video Shadow Detection. - Junhao Lin; Liansheng Wang 002 (VRCAI, 2022)

Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19. - Liansheng Wang 002; Jiacheng Wang 002; Lei Zhu 003; Huazhu Fu; Ping Li 016; Gary Cheng 001; Zhipeng Feng; Shuo Li 001; Pheng-Ann Heng (CoRR, 2022)

CoCycleReg: Collaborative cycle-consistency method for multi-modal medical image registration. - Chenyu Lian; Xiaomeng Li 001; Lingke Kong; Jiacheng Wang 002; Wei Zhang 010; Xiaoyang Huang; Liansheng Wang 002 (Neurocomputing, 2022)

MASS: Modality-collaborative semi-supervised segmentation by exploiting cross-modal consistency from unpaired CT and MRI images. - Xiaoyu Chen; Hong-Yu Zhou; Feng Liu 036; Jiansen Guo; Liansheng Wang 002; Yizhou Yu (Medical Image Anal., 2022)

Real-time landmark detection for precise endoscopic submucosal dissection via shape-aware relation network. - Jiacheng Wang 002; Yueming Jin; Shuntian Cai; Hongzhi Xu; Pheng-Ann Heng; Jing Qin 001; Liansheng Wang 002 (Medical Image Anal., 2022)

Deepfakes: A new threat to image fabrication in scientific publications? - Liansheng Wang 002; Lianyu Zhou; Wenxian Yang; Rongshan Yu (Patterns, 2022)

Two-Stage Segmentation Framework Based on Distance Transformation. - Xiaoyang Huang; Zhi Lin; Yudi Jiao; Moon-Tong Chan; Shaohui Huang; Liansheng Wang 002 (Sensors, 2022)

CT-Guided Survival Prediction of Esophageal Cancer. - Zhenyu Lin; Wenjie Cai; Wentai Hou; Yayuan Chen; Bingzong Gao; Runzhi Mao; Liansheng Wang 002; Zirong Li (IEEE J. Biomed. Health Informatics, 2022)

Lymph Node Metastasis Prediction From Whole Slide Images With Transformer-Guided Multiinstance Learning and Knowledge Transfer. - Zhihua Wang; Lequan Yu; Xin Ding; Xuehong Liao; Liansheng Wang 002 (IEEE Trans. Medical Imaging, 2022)

GraVIS: Grouping Augmented Views From Independent Sources for Dermatology Analysis. - Hong-Yu Zhou; Chixiang Lu; Liansheng Wang 002; Yizhou Yu (IEEE Trans. Medical Imaging, 2022)

M3AE: Multimodal Representation Learning for Brain Tumor Segmentation with Missing Modalities. - Hong Liu; Dong Wei 004; Donghuan Lu; Jinghan Sun; Liansheng Wang 002; Yefeng Zheng 001 (AAAI, 2023)

G2LL: Global-To-Local Self-Supervised Learning for Label-Efficient Transformer-Based Skin Lesion Segmentation in Dermoscopy Images. - Fei Chen 003; Jiacheng Wang 002; Baptiste Magnier; Wei Xue; Shaohui Huang; Liansheng Wang 002 (ISBI, 2023)

RECIST Weakly Supervised Lesion Segmentation via Label-Space Co-Training. - Lianyu Zhou; Dong Wei 004; Donghuan Lu; Wei Xue; Liansheng Wang 002; Yefeng Zheng 001 (ISBI, 2023)

Multi-scope Analysis Driven Hierarchical Graph Transformer for Whole Slide Image Based Cancer Survival Prediction. - Wentai Hou; Yan He; Bingjian Yao; Lequan Yu; Rongshan Yu; Feng Gao; Liansheng Wang 002 (MICCAI (6), 2023)

Shifting More Attention to Breast Lesion Segmentation in Ultrasound Videos. - Junhao Lin; Qian Dai; Lei Zhu 003; Huazhu Fu; Qiong Wang 001; Weibin Li; Wenhao Rao; Xiaoyang Huang; Liansheng Wang 002 (MICCAI (3), 2023)

You've Got Two Teachers: Co-evolutionary Image and Report Distillation for Semi-supervised Anatomical Abnormality Detection in Chest X-Ray. - Jinghan Sun; Dong Wei 004; Zhe Xu 012; Donghuan Lu; Hong Liu; Liansheng Wang 002; Yefeng Zheng 001 (MICCAI (1), 2023)

Communication-Efficient Federated Skin Lesion Classification with Generalizable Dataset Distillation. - Yuchen Tian; Jiacheng Wang 002; Yueming Jin; Liansheng Wang 002 (ISIC/Care-AI/MedAGI/DeCaF@MICCAI, 2023)

Medical Boundary Diffusion Model for Skin Lesion Segmentation. - Jiacheng Wang 002; Jing Yang 046; Qichao Zhou; Liansheng Wang 002 (MICCAI (4), 2023)

A Model-Agnostic Framework for Universal Anomaly Detection of Multi-organ and Multi-modal Images. - Yinghao Zhang; Donghuan Lu; Munan Ning; Liansheng Wang 002; Dong Wei 004; Yefeng Zheng 001 (MICCAI (3), 2023)

Cross-View Deformable Transformer for Non-displaced Hip Fracture Classification from Frontal-Lateral X-Ray Pair. - Zhonghang Zhu; Qichang Chen; Lequan Yu; Lianxin Wang; Defu Zhang; Baptiste Magnier; Liansheng Wang 002 (MICCAI (6), 2023)

A Real-Time Network for Fast Breast Lesion Detection in Ultrasound Videos. - Qian Dai; Junhao Lin; Weibin Li; Liansheng Wang 002 (PRCV (13), 2023)

nnFormer: Volumetric Medical Image Segmentation via a 3D Transformer. - Hong-Yu Zhou; Jiansen Guo; Yinghao Zhang; Xiaoguang Han 001; Lequan Yu; Liansheng Wang 002; Yizhou Yu (IEEE Trans. Image Process., 2023)

Hybrid Graph Convolutional Network With Online Masked Autoencoder for Robust Multimodal Cancer Survival Prediction. - Wentai Hou; Chengxuan Lin; Lequan Yu; Jing Qin 001; Rongshan Yu; Liansheng Wang 002 (IEEE Trans. Medical Imaging, 2023)

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. - Chinedu Innocent Nwoye; Deepak Alapatt; Tong Yu 009; Armine Vardazaryan; Fangfang Xia; Zixuan Zhao; Tong Xia; Fucang Jia; Yuxuan Yang 007; Hao Wang 081; Derong Yu; Guoyan Zheng; et al. (Medical Image Anal., 2023)

MuRCL: Multi-Instance Reinforcement Contrastive Learning for Whole Slide Image Classification. - Zhonghang Zhu; Lequan Yu; Wei Wu; Rongshan Yu; Defu Zhang; Liansheng Wang 002 (IEEE Trans. Medical Imaging, 2023)

XBound-Former: Toward Cross-Scale Boundary Modeling in Transformers. - Jiacheng Wang 002; Fei Chen 003; Yuxi Ma; Liansheng Wang 002; Zhaodong Fei; Jianwei Shuai; Xiangdong Tang; Qichao Zhou; Jing Qin 001 (IEEE Trans. Medical Imaging, 2023)

Dual Multiscale Mean Teacher Network for Semi-Supervised Infection Segmentation in Chest CT Volume for COVID-19. - Liansheng Wang 002; Jiacheng Wang 002; Lei Zhu 003; Huazhu Fu; Ping Li 016; Gary Cheng 001; Zhipeng Feng; Shuo Li 001; Pheng-Ann Heng (IEEE Trans. Cybern., 2023)

Shared-Specific Feature Learning With Bottleneck Fusion Transformer for Multi-Modal Whole Slide Image Analysis. - Zhihua Wang; Lequan Yu; Xin Ding; Xuehong Liao; Liansheng Wang 002 (IEEE Trans. Medical Imaging, 2023)

cgMSI: pathogen detection within species from nanopore metagenomic sequencing data. - Xu Zhu; Lili Zhao; Lihong Huang; Wenxian Yang; Liansheng Wang 002; Rongshan Yu (BMC Bioinform., 2023)

Federated Modality-Specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation. - Qian Dai; Dong Wei 004; Hong Liu; Jinghan Sun; Liansheng Wang 002; Yefeng Zheng 001 (AAAI, 2024)

Boosting Multiple Instance Learning Models for Whole Slide Image Classification: A Model-Agnostic Framework Based on Counterfactual Inference. - Weiping Lin; Zhenfeng Zhuang; Lequan Yu; Liansheng Wang 002 (AAAI, 2024)

GAInS: Gradient Anomaly-aware Biomedical Instance Segmentation. - Runsheng Liu; Hao Jiang 028; Yanning Zhou 001; Huangjing Lin; Liansheng Wang 002; Hao Chen 011 (BIBM, 2024)

Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction. - Hao Li; Ying Chen; Yifei Chen; Rongshan Yu; Wenxian Yang; Liansheng Wang 002; Bowen Ding; Yuchen Han 003 (CVPR, 2024)

Shifted-Rectangle-Window Based Transformer for non-Displaced Femoral Neck Fracture Diagnosis. - Qichang Chen; Zhonghang Zhu; Lianxin Wang; Liansheng Wang 002 (ICASSP, 2024)

ORCGT: Ollivier-Ricci Curvature-Based Graph Model for Lung STAS Prediction. - Min Cen; Zheng Wang 077; Zhenfeng Zhuang; Hong Zhang; Dan Su; Zhen Bao; Weiwei Wei; Baptiste Magnier; Lequan Yu; Liansheng Wang 002 (MICCAI (5), 2024)

HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-Modal Context Interaction. - Zhengrui Guo; Jiabo Ma; Yingxue Xu; Yihui Wang 002; Liansheng Wang 002; Hao Chen 011 (MICCAI (4), 2024)

Boosting FFPE-to-HE Virtual Staining with Cell Semantics from Pretrained Segmentation Model. - Yihuang Hu; Qiong Peng; Zhicheng Du; Guojun Zhang; Huisi Wu; Jingxin Liu 005; Hao Chen 011; Liansheng Wang 002 (MICCAI (3), 2024)

Data-Efficient Radiology Report Generation via Similar Report Features Enhancement. - Yanfeng Li; Jinghan Sun; Liansheng Wang 002 (AMAI@MICCAI, 2024)

Learning to Segment Multiple Organs from Multimodal Partially Labeled Datasets. - Hong Liu; Dong Wei 004; Donghuan Lu; Jinghan Sun; Hao Zheng 008; Yefeng Zheng 001; Liansheng Wang 002 (MICCAI (9), 2024)

Advancing H&E-to-IHC Virtual Staining with Task-Specific Domain Knowledge for HER2 Scoring. - Qiong Peng; Weiping Lin; Yihuang Hu; Ailisi Bao; Chenyu Lian; Weiwei Wei; Meng Yue; Jingxin Liu 005; Lequan Yu; Liansheng Wang 002 (MICCAI (4), 2024)

Identification of senescence related hub genes and potential therapeutic compounds for dilated cardiomyopathy via comprehensive transcriptome analysis. - Chong Du; Sibo Wang; Xinying Shi; Peng Jing; Hao Wang 081; Liansheng Wang 002 (Comput. Biol. Medicine, 2024)

Cyclical Weight Consolidation: Towards Solving Catastrophic Forgetting in Serial Federated Learning. - Haoyue Song; Jiacheng Wang 002; Liansheng Wang 002 (CoRR, 2024)

SMILE-UHURA Challenge - Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance Angiograms. - Soumick Chatterjee; Hendrik Mattern; Marc Dörner; Alessandro Sciarra; Florian Dubost; Hannes Schnurre; Rupali Khatun; Chun-Chih Yu; Tsung-Lin Hsieh; Yi-Shan Tsai; Yi-Zeng Fang; Yung-Ching Yang; et al. (CoRR, 2024)

Dynamic Entity-Masked Graph Diffusion Model for histopathological image Representation Learning. - Zhenfeng Zhuang; Min Cen; Yanfeng Li; Fangyu Zhou; Lequan Yu; Baptiste Magnier; Liansheng Wang 002 (CoRR, 2024)

Hybrid unsupervised representation learning and pseudo-label supervised self-distillation for rare disease imaging phenotype classification with dispersion-aware imbalance correction. - Jinghan Sun; Dong Wei 004; Liansheng Wang 002; Yefeng Zheng 001 (Medical Image Anal., 2024)

Simultaneous alignment and surface regression using hybrid 2D-3D networks for 3D coherent layer segmentation of retinal OCT images with full and sparse annotations. - Hong Liu; Dong Wei 004; Donghuan Lu; Xiaoying Tang 001; Liansheng Wang 002; Yefeng Zheng 001 (Medical Image Anal., 2024)

FedDP: Dual Personalization in Federated Medical Image Segmentation. - Jiacheng Wang 002; Yueming Jin; Danail Stoyanov; Liansheng Wang 002 (IEEE Trans. Medical Imaging, 2024)

RECIST-Induced Reliable Learning: Geometry-Driven Label Propagation for Universal Lesion Segmentation. - Lianyu Zhou; Lequan Yu; Liansheng Wang 002 (IEEE Trans. Medical Imaging, 2024)

Model-Heterogeneous Semi-Supervised Federated Learning for Medical Image Segmentation. - Yuxi Ma; Jiacheng Wang 002; Jing Yang 046; Liansheng Wang 002 (IEEE Trans. Medical Imaging, 2024)

ViDSOD-100: A New Dataset and a Baseline Model for RGB-D Video Salient Object Detection. - Junhao Lin; Lei Zhu 003; Jiaxing Shen; Huazhu Fu; Qing Zhang 006; Liansheng Wang 002 (Int. J. Comput. Vis., 2024)

Learning Motion-Guided Multi-Scale Memory Features for Video Shadow Detection. - Junhao Lin; Jiaxing Shen; Xin Yang 011; Huazhu Fu; Qing Zhang 006; Ping Li 016; Bin Sheng 001; Liansheng Wang 002; Lei Zhu 003 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Dynamic Entity-Masked Graph Diffusion Model for Histopathology Image Representation Learning. - Zhenfeng Zhuang; Min Cen; Yanfeng Li; Fangyu Zhou; Lequan Yu; Baptiste Magnier; Liansheng Wang 002 (AAAI, 2025)

C2 MIL: Synchronizing Semantic and Topological Causalities in Multiple Instance Learning for Robust and Interpretable Survival Analysis. - Min Cen; Zhenfeng Zhuang; Yuzhe Zhang; Min Zeng; Baptiste Magnier; Lequan Yu; Hong Zhang; Liansheng Wang 002 (ICCV, 2025)

Structure Observation Driven Image-Text Contrastive Learning for Computed Tomography Report Generation. - Hong Liu; Dong Wei 004; Qiong Peng; Yawen Huang; Xian Wu 001; Yefeng Zheng 001; Liansheng Wang 002 (IPMI (2), 2025)

Controllable Image Synthesis Workflow for Enhancing Cervical Cell Detection. - Yihuang Hu; Qi Chen 014; Linbo Liao; Weiping Lin; Huisi Wu; Liansheng Wang 002 (MICCAI (13), 2025)

A Uniform Multi-mode Fused Framework for Velocity Field Estimation in Ultrasound Imaging. - Hailong Li; Liansheng Wang 002; Yinran Chen (MICCAI (8), 2025)

DSFC: Deformation-Aware Learning Strategy via Self-sustaining Feedback Cycle for Medical Vision Foundation Model Domain Adaptation. - Jie Lin; Hengyi Jiang; Hong Liu; Liansheng Wang 002 (MICCAI (6), 2025)

Tumor Microenvironment-Guided Fine-Tuning of Pathology Foundation Models for Esophageal Squamous Cell Carcinoma Immunotherapy Response Prediction. - Yixuan Lin; Weiping Lin; Chenxu Guo; Xinxin Yang; Hongxue Meng; Liansheng Wang 002 (MICCAI (6), 2025)

Enhancing Soft Tissue Sarcoma Classification by Mitigating Patient-Specific Bias in Whole Slide Images. - Weiping Lin; Runchen Zhu; Wentai Hou; Jiacheng Wang 002; Yixuan Lin; Rui Chen; Na Ta 011; Liansheng Wang 002 (MICCAI (14), 2025)

MVMIL: Multi-view Multiple Instance Learning for Whole Slide Image Classification of Bladder Cancer. - Shen Liu; Yihuang Hu; Weiping Lin; Ying Huang; Jun Hou; Baptiste Magnier; Liansheng Wang 002 (AMAI@MICCAI, 2025)

Multi-stage Multi-resolution Fusion for Accurate and Efficient Whole Slide Image Segmentation in Colorectal Cancer. - Shen Liu; Weiping Lin; Wentai Hou; Yuanzheng Lou; Baptiste Magnier; Yanqing Ding; Liansheng Wang 002 (AMAI@MICCAI, 2025)

RRG-DPO: Direct Preference Optimization for Clinically Accurate Radiology Report Generation. - Hong Liu; Dong Wei 004; Zhe Xu 012; Xian Wu 001; Yefeng Zheng 001; Liansheng Wang 002 (MICCAI (5), 2025)

Accurate Boundary Alignment and Realism Enhancement for Colonoscopic Polyp Image-Mask Pair Generation. - Riyu Qiu; Kun Xia; Feng Gao; Shuting Yang; Du Cai; Jiacheng Wang 002; Yinran Chen; Liansheng Wang 002 (MICCAI (10), 2025)

A Staining Variability-Aware Semi-supervised Framework for H&E-to-IHC Virtual Staining. - Baoshun Wang; Weiping Lin; Shen Liu; Yihuang Hu; Liansheng Wang 002 (EMA4MICCAI, 2025)

Enhancing WSI-Based Survival Analysis with Report-Auxiliary Self-distillation. - Zheng Wang 077; Hong Liu; Zheng Wang 077; Danyi Li; Min Cen; Baptiste Magnier; Li Liang; Liansheng Wang 002 (MICCAI (15), 2025)

Bridging Knowledge Discrepancy in Retinal Image Analysis Through Federated Multi-task Learning. - Jing Yang 046; Yuxi Ma; Jin-Gang Yu; Feng Gao; Shuting Yang; Du Cai; Jiacheng Wang 002; Liansheng Wang 002 (MICCAI (14), 2025)

Bio2Vol: Adapting 2D Biomedical Foundation Models for Volumetric Medical Image Segmentation. - Jiaxin Zhuang; Linshan Wu; Xuefeng Ni; Xi Wang 013; Liansheng Wang 002; Hao Chen 011 (MICCAI (6), 2025)

Federated modality-specific encoders and partially personalized fusion decoder for multimodal brain tumor segmentation. - Hong Liu; Dong Wei 004; Qian Dai; Xian Wu 001; Yefeng Zheng 001; Liansheng Wang 002 (Medical Image Anal., 2025)

DDKG: A Dual Domain Knowledge Guidance strategy for localization and diagnosis of non-displaced femoral neck fractures. - Jing Yang 046; Lianxin Wang; Chen Lin; Jiacheng Wang 002; Liansheng Wang 002 (Medical Image Anal., 2025)

GastritisMIL: An interpretable deep learning model for the comprehensive histological assessment of chronic gastritis. - Kun Xia; Yihuang Hu; Shuntian Cai; Mengjie Lin; Mingzhi Lu; Huadong Lu; Yuhan Ye; Fenglian Lin; Liang Gao; Qingan Xia; Ruihua Tian; Weiping Lin; et al. (Patterns, 2025)

Federated Self-supervised Domain Generalization for Label-efficient Polyp Segmentation. - Xinyi Tan; Jiacheng Wang 002; Liansheng Wang 002 (CoRR, 2025)

Unveiling Institution-Specific Bias in Pathology Foundation Models: Detriments, Causes, and Potential Solutions. - Weiping Lin; Shen Liu; Runchen Zhu; Liansheng Wang 002 (CoRR, 2025)

Tackling Modality-Heterogeneous Client Drift Holistically for Heterogeneous Multimodal Federated Learning. - Haoyue Song; Jiacheng Wang 002; Jianjun Zhou; Liansheng Wang 002 (IEEE Trans. Medical Imaging, 2025)

Unlocking the Potential of Weakly Labeled Data: A Co-Evolutionary Learning Framework for Abnormality Detection and Report Generation. - Jinghan Sun; Dong Wei 004; Zhe Xu 012; Donghuan Lu; Hong Liu; Hong Wang 021; Sotirios A. Tsaftaris; Steven McDonagh 001; Yefeng Zheng 001; Liansheng Wang 002 (IEEE Trans. Medical Imaging, 2025)

Modality-Aware Distillation Network for Microvascular Invasion Prediction of Hepatocellar Carcinoma From MRI Images. - Yinghao Zhang; Hong Liu; Lei Zhu 003; Huanhuan Chong; Huazhu Fu; Lequan Yu; Ping Li 016; Jing Qin 001; David Dagan Feng; Liansheng Wang 002 (IEEE Trans. Biomed. Eng., 2025)

TAD-Graph: Enhancing Whole Slide Image Analysis via Task-Aware Subgraph Disentanglement. - Fuying Wang; Jiayi Xin; Weiqin Zhao; Yuming Jiang 005; Maximus C. F. Yeung; Liansheng Wang 002; Lequan Yu (IEEE Trans. Medical Imaging, 2025)

Instance-Aware Robust Consistency Regularization for Semi-Supervised Nuclei Instance Segmentation. - Zenan Lin; Wei Li; Jintao Chen; Zihao Wu 004; Wenxiong Kang; Changxin Gao; Liansheng Wang 002; Jin-Gang Yu (CoRR, 2025)

Multi-task and multi-scale attention network for lymph node metastasis prediction in esophageal cancer. - Yan Yi; Jiacheng Wang 002; Zhenjiang Li; Liansheng Wang 002; Xiuping Ding; Qichao Zhou; Yong Huang; Baosheng Li (Medical Biol. Eng. Comput., 2025)

Efficient Medical Vision-Language Alignment Through Adapting Masked Vision Models. - Chenyu Lian; Hong-Yu Zhou; Dongyun Liang; Jing Qin 001; Liansheng Wang 002 (IEEE Trans. Medical Imaging, 2025)

FDP: A Frequency-Decomposition Preprocessing Pipeline for Unsupervised Anomaly Detection in Brain MRI. - Hao Li; Zhenfeng Zhuang; Jingyu Lin; Yu Liu; Yifei Chen; Qiong Peng; Lequan Yu; Liansheng Wang 002 (AAAI, 2026)

Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification. - Zhenfeng Zhuang; Fangyu Zhou; Liansheng Wang 002 (AAAI, 2026)

MorphoNet: Morphological sub-region-based structure learning for WSI analysis. - Fuying Wang; Feng Wu; Ming Hu; Junjun He; Liansheng Wang 002; Jianning Chen; Li Liang; Shujun Wang; Lequan Yu (Medical Image Anal., 2026)

M2OTCA: Multiple-magnification optimal transport-based cross-attention learning for whole slide image classification. - Zhonghang Zhu; Erik Meijering; Liansheng Wang 002 (Medical Image Anal., 2026)

A multi-center analysis of deep learning methods for video polyp detection and segmentation. - Noha Ghatwary; Pedro Chavarias Solano; Mohamed Ramzy Ibrahim; Adrian Krenzer; Frank Puppe; Stefano Realdon; Renato Cannizzaro; Jiacheng Wang 002; Liansheng Wang 002; Thuy Nuong Tran; Lena Maier-Hein; Amine Yamlahi; et al. (CoRR, 2026)

MCS-Stain: Boosting FFPE-to-HE Virtual Staining With Multiple Cell Semantics. - Yihuang Hu; Zhicheng Du; Weiping Lin; Shurong Yang; Lequan Yu; Guojun Zhang; Liansheng Wang 002 (IEEE Trans. Medical Imaging, 2026)