An Accelerated Superpixel Generation Algorithm Based on 4-Labeled-Neighbors. - Hongwei Feng; Fang Xiao; Qirong Bu; Feihong Liu; Lei Cui 004; Jun Feng 003 (CCCV (1), 2017)

Semi-supervised Deep Linear Discriminant Analysis for Histopathology Image Classification. - Lei Cui 004; Jun Feng 003; Lin Yang 002 (BIBM, 2018)

Automatic Mass Detection from Mammograms with Region-Based Convolutional Neural Network. - Yifan Wu; Weifeng Shi; Lei Cui 004; Hongyu Wang 007; Qirong Bu; Jun Feng 003 (IGTA, 2018)

Pairwise based deep ranking hashing for histopathology image classification and retrieval. - Xiaoshuang Shi; Manish Sapkota; Fuyong Xing; Fujun Liu; Lei Cui 004; Lin Yang 002 (Pattern Recognit., 2018)

Breast mass classification via deeply integrating the contextual information from multi-view data. - Hongyu Wang 007; Jun Feng 003; Zizhao Zhang; Hai Su; Lei Cui 004; Hua He; Li Liu (Pattern Recognit., 2018)

Global Bank: A Guided Pathway of Encoding and Decoding for Pathological Image Analysis. - Hansheng Li; Jun Feng 003; Baosheng Kang; Yuxin Kang; Feihong Liu; Wenli Hui; Qirong Bo; Chunbao Wang 002; Lin Yang 002; Lei Cui 004 (BIBM, 2019)

$S^{3}$ Net: Trained on a Small Sample Segmentation Network for Biomedical Image Analysis. - Mengdi Yan; Hansheng Li; Baosheng Kang; Jun Feng 003; Yuxin Kang; Tao Zhang; Lin Yang 002; Lei Cui 004 (BIBM, 2019)

High throughput automatic muscle image segmentation using parallel framework. - Lei Cui 004; Jun Feng 003; Zizhao Zhang; Lin Yang 002 (BMC Bioinform., 2019)

Towards cross-modal organ translation and segmentation: A cycle- and shape-consistent generative adversarial network. - Jinzheng Cai; Zizhao Zhang; Lei Cui 004; Yefeng Zheng 001; Lin Yang 002 (Medical Image Anal., 2019)

Pathologist-level interpretable whole-slide cancer diagnosis with deep learning. - Zizhao Zhang; Pingjun Chen; Mason McGough; Fuyong Xing; Chunbao Wang 002; Marilyn Bui; Yuanpu Xie; Manish Sapkota; Lei Cui 004; Jaspreet Singh Dhillon; Nazeel Ahmad; Farah K. Khalil; et al. (Nat. Mach. Intell., 2019)

Publisher Correction: Pathologist-level interpretable whole-slide cancer diagnosis with deep learning. - Zizhao Zhang; Pingjun Chen; Mason McGough; Fuyong Xing; Chunbao Wang 002; Marilyn Bui; Yuanpu Xie; Manish Sapkota; Lei Cui 004; Jasreman Dhillon; Nazeel Ahmad; Farah K. Khalil; et al. (Nat. Mach. Intell., 2019)

Loss-Based Attention for Deep Multiple Instance Learning. - Xiaoshuang Shi; Fuyong Xing; Yuanpu Xie; Zizhao Zhang; Lei Cui 004; Lin Yang 002 (AAAI, 2020)

Automated Tumor Proportion Scoring for Assessment of PD-L1 Expression Based on Multi-Stage Ensemble Strategy. - Yuxin Kang; Hansheng Li; Xin Han; Boju Pan; Yuan Li; Yan Jin; Qirong Bu; Lei Cui 004; Jun Feng 003; Lin Yang 002 (MLMI@MICCAI, 2020)

A Novel Loss Calibration Strategy for Object Detection Networks Training on Sparsely Annotated Pathological Datasets. - Hansheng Li; Xin Han; Yuxin Kang; Xiaoshuang Shi; Mengdi Yan; Zixu Tong; Qirong Bu; Lei Cui 004; Jun Feng 003; Lin Yang 002 (MICCAI (5), 2020)

A deep learning-based framework for lung cancer survival analysis with biomarker interpretation. - Lei Cui 004; Hansheng Li; Wenli Hui; Sitong Chen; Lin Yang 002; Yuxin Kang; Qirong Bo; Jun Feng 003 (BMC Bioinform., 2020)

Boosting Boundary Representation for Gland Instance Segmentation. - Yuxin Kang; Hansheng Li; Zhuoyue Wu; Feihong Liu; Dongqing Hu; Lei Cui 004; Jun Feng 003; Lin Yang 002 (BIBM, 2021)

Robust Pathological Detector Training Method on Sparsely Annotated Datasets via Spatial Cues. - Hansheng Li; Yuxin Kang; Lingyu Hu; Qian Ma; Lei Cui 004; Jun Feng 003; Lin Yang 002; Wentao Yang (BIBM, 2021)

Interpretable Histopathology Image Diagnosis via Whole Tissue Slide Level Supervision. - Zhuoyue Wu; Hansheng Li; Lei Cui 004; Yuxin Kang; Jianye Liu; Haider Ali; Jun Feng 003; Lin Yang 002 (MLMI@MICCAI, 2021)

Invariant Content Synergistic Learning for Domain Generalization on Medical Image Segmentation. - Yuxin Kang; Hansheng Li; Xuan Zhao; Xiaoshuang Shi; Feihong Liu; Qingguo Yan; Ying Guo; Lei Cui 004; Jun Feng 003; Lin Yang 002 (BIBM, 2022)

A Random Feature Augmentation for Domain Generalization in Medical Image Segmentation. - Xuan Zhao; Yuxin Kang; Hansheng Li; Jiayu Luo; Lei Cui 004; Jun Feng 003; Lin Yang 002 (BIBM, 2022)

Invariant Content Synergistic Learning for Domain Generalization of Medical Image Segmentation. - Yuxin Kang; Hansheng Li; Xuan Zhao; Dongqing Hu; Feihong Liu; Lei Cui 004; Jun Feng 003; Lin Yang 002 (CoRR, 2022)

Feature fusion and Ensemble learning-based CNN model for mammographic image classification. - Imran Ul Haq; Haider Ali; Hong Yu Wang; Lei Cui 004; Hazrat Ali (J. King Saud Univ. Comput. Inf. Sci., 2022)

MSAL-Net: improve accurate segmentation of nuclei in histopathology images by multiscale attention learning network. - Haider Ali; Imran Ul Haq; Lei Cui 004; Jun Feng 003 (BMC Medical Informatics Decis. Mak., 2022)

A Novel Encoding and Decoding Calibration Guiding Pathway for Pathological Image Analysis. - Hansheng Li; Jianping Li; Yuxin Kang; Chunbao Wang 002; Feihong Liu; Wenli Hui; Qirong Bo; Lei Cui 004; Jun Feng 003; Lin Yang 002 (IEEE ACM Trans. Comput. Biol. Bioinform., 2022)

Addressing Sparse Annotation: a Novel Semantic Energy Loss for Tumor Cell Detection from Histopathologic Images. - Zhengyang Xu; Xianglong Du; Yuxin Kang; Hong Lv; Ming Li; Wentao Yang; Lei Cui 004; Hansheng Li; Yaqiong Xing; Jun Feng 003; Lin Yang 002 (BIBM, 2023)

Automated Region Learning Via Cell-Level Labels to Modify Cell Detection Process For Histopathological Images. - Dongqing Hu; Hansheng Li; Yuxin Kang; Jiayu Luo; Qingguo Yan; Ying Guo; Lei Cui 004; Jun Feng 003; Lin Yang 002 (ISBI, 2023)

Segment Membranes and Nuclei from Histopathological Images via Nuclei Point-Level Supervision. - Hansheng Li; Zhengyang Xu; Mo Zhou; Xiaoshuang Shi; Yuxin Kang; Qirong Bu; Hong Lv; Ming Li; Mingzhen Lin; Lei Cui 004; Jun Feng 003; Wentao Yang; et al. (MICCAI (6), 2023)

Hard example mining in Multi-Instance Learning for Whole-Slide Image Classification. - Xianglong Du; JiaQi Guo; Zehang Xing; Miao Liu; Zhengyang Xu; Chenglin Ruan; Yuting Wen; Yi Wang; Lei Cui 004; Hansheng Li (EMBC, 2024)

Predicting the Cell-level PD-L1 Expression Status from H&E-stained Histopathological Slide. - Mo Zhou; Hansheng Li; Zhizezhang Gao; Mengxin Lu; Xiao Zhang 028; Yuxin Kang; Lei Cui 004; Jun Feng 003; Lin Yang 002 (EMBC, 2024)

Exploring Unbiased Activation Maps for Weakly Supervised Tissue Segmentation of Histopathological Images. - Yuxin Kang; Hansheng Li; Xiaoshuang Shi; Xiao Zhang 028; Yaqiong Xing; Yuting Wen; Yi Wang; Lei Cui 004; Jun Feng 003; Lin Yang 002 (IEEE Trans. Medical Imaging, 2025)