Lei Cui

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 28

Top Topics

Image Segmentation

Cancer Diagnosis

Histopathological Images

Top Venues

Nat. Mach. Intell.

Pattern Recognit.

Publications

Dongqing Hu, Hansheng Li, Yuxin Kang, Jiayu Luo, Qingguo Yan, Ying Guo, Lei Cui, Jun Feng, Lin Yang
Automated Region Learning Via Cell-Level Labels to Modify Cell Detection Process For Histopathological Images. ISBI (2023)
Hansheng Li, Zhengyang Xu, Mo Zhou, Xiaoshuang Shi, Yuxin Kang, Qirong Bu, Hong Lv, Ming Li, Mingzhen Lin, Lei Cui, Jun Feng, Wentao Yang, Lin Yang
Segment Membranes and Nuclei from Histopathological Images via Nuclei Point-Level Supervision. MICCAI (6) (2023)
Zhengyang Xu, XiangLong Du, Yuxin Kang, Hong Lv, Ming Li, Wentao Yang, Lei Cui, Hansheng Li, Yaqiong Xing, Jun Feng, Lin Yang
Addressing Sparse Annotation: a Novel Semantic Energy Loss for Tumor Cell Detection from Histopathologic Images. BIBM (2023)
Yuxin Kang, Hansheng Li, Xuan Zhao, Dongqing Hu, Feihong Liu, Lei Cui, Jun Feng, Lin Yang
Invariant Content Synergistic Learning for Domain Generalization of Medical Image Segmentation. CoRR (2022)
Yuxin Kang, Hansheng Li, Xuan Zhao, Xiaoshuang Shi, Feihong Liu, Qingguo Yan, Ying Guo, Lei Cui, Jun Feng, Lin Yang
Invariant Content Synergistic Learning for Domain Generalization on Medical Image Segmentation. BIBM (2022)
Haider Ali, Imran Ul Haq, Lei Cui, Jun Feng
MSAL-Net: improve accurate segmentation of nuclei in histopathology images by multiscale attention learning network. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Hansheng Li, JianPing Li, Yuxin Kang, Chunbao Wang, Feihong Liu, Wenli Hui, Qirong Bo, Lei Cui, Jun Feng, Lin Yang
A Novel Encoding and Decoding Calibration Guiding Pathway for Pathological Image Analysis. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (1) (2022)
Xuan Zhao, Yuxin Kang, Hansheng Li, Jiayu Luo, Lei Cui, Jun Feng, Lin Yang
A Random Feature Augmentation for Domain Generalization in Medical Image Segmentation. BIBM (2022)
Imran Ul Haq, Haider Ali, Hong Yu Wang, Lei Cui, Hazrat Ali
Feature fusion and Ensemble learning-based CNN model for mammographic image classification. J. King Saud Univ. Comput. Inf. Sci. 34 (6 Part B) (2022)
Hansheng Li, Yuxin Kang, Lingyu Hu, Qian Ma, Lei Cui, Jun Feng, Lin Yang, Wentao Yang
Robust Pathological Detector Training Method on Sparsely Annotated Datasets via Spatial Cues. BIBM (2021)
Yuxin Kang, Hansheng Li, Zhuoyue Wu, Feihong Liu, Dongqing Hu, Lei Cui, Jun Feng, Lin Yang
Boosting Boundary Representation for Gland Instance Segmentation. BIBM (2021)
Zhuoyue Wu, Hansheng Li, Lei Cui, Yuxin Kang, Jianye Liu, Haider Ali, Jun Feng, Lin Yang
Interpretable Histopathology Image Diagnosis via Whole Tissue Slide Level Supervision. MLMI@MICCAI (2021)
Yuxin Kang, Hansheng Li, Xin Han, Boju Pan, Yuan Li, Yan Jin, Qirong Bu, Lei Cui, Jun Feng, Lin Yang
Automated Tumor Proportion Scoring for Assessment of PD-L1 Expression Based on Multi-Stage Ensemble Strategy. MLMI@MICCAI (2020)
Lei Cui, Hansheng Li, Wenli Hui, Sitong Chen, Lin Yang, Yuxin Kang, Qirong Bo, Jun Feng
A deep learning-based framework for lung cancer survival analysis with biomarker interpretation. BMC Bioinform. 21 (1) (2020)
Xiaoshuang Shi, Fuyong Xing, Yuanpu Xie, Zizhao Zhang, Lei Cui, Lin Yang
Loss-Based Attention for Deep Multiple Instance Learning. AAAI (2020)
Hansheng Li, Xin Han, Yuxin Kang, Xiaoshuang Shi, Mengdi Yan, Zixu Tong, Qirong Bu, Lei Cui, Jun Feng, Lin Yang
A Novel Loss Calibration Strategy for Object Detection Networks Training on Sparsely Annotated Pathological Datasets. MICCAI (5) (2020)
Hansheng Li, Jun Feng, Baosheng Kang, Yuxin Kang, Feihong Liu, Wenli Hui, Qirong Bo, Chunbao Wang, Lin Yang, Lei Cui
Global Bank: A Guided Pathway of Encoding and Decoding for Pathological Image Analysis. BIBM (2019)
Mengdi Yan, Hansheng Li, Baosheng Kang, Jun Feng, Yuxin Kang, Tao Zhang, Lin Yang, Lei Cui
$S^{3}$ Net: Trained on a Small Sample Segmentation Network for Biomedical Image Analysis. BIBM (2019)
Lei Cui, Jun Feng, Zizhao Zhang, Lin Yang
High throughput automatic muscle image segmentation using parallel framework. BMC Bioinform. 20 (1) (2019)
Zizhao Zhang, Pingjun Chen, Mason McGough, Fuyong Xing, Chunbao Wang, Marilyn Bui, Yuanpu Xie, Manish Sapkota, Lei Cui, Jasreman Dhillon, Nazeel Ahmad, Farah K. Khalil, Shohreh I. Dickinson, Xiaoshuang Shi, Fujun Liu, Hai Su, Jinzheng Cai, Lin Yang
Publisher Correction: Pathologist-level interpretable whole-slide cancer diagnosis with deep learning. Nat. Mach. Intell. 1 (6) (2019)
Zizhao Zhang, Pingjun Chen, Mason McGough, Fuyong Xing, Chunbao Wang, Marilyn Bui, Yuanpu Xie, Manish Sapkota, Lei Cui, Jasreman Dhillon, Nazeel Ahmad, Farah K. Khalil, Shohreh I. Dickinson, Xiaoshuang Shi, Fujun Liu, Hai Su, Jinzheng Cai, Lin Yang
Publisher Correction: Pathologist-level interpretable whole-slide cancer diagnosis with deep learning. Nat. Mach. Intell. 1 (8) (2019)
Zizhao Zhang, Pingjun Chen, Mason McGough, Fuyong Xing, Chunbao Wang, Marilyn Bui, Yuanpu Xie, Manish Sapkota, Lei Cui, Jaspreet Singh Dhillon, Nazeel Ahmad, Farah K. Khalil, Shohreh I. Dickinson, Xiaoshuang Shi, Fujun Liu, Hai Su, Jinzheng Cai, Lin Yang
Pathologist-level interpretable whole-slide cancer diagnosis with deep learning. Nat. Mach. Intell. 1 (5) (2019)
Jinzheng Cai, Zizhao Zhang, Lei Cui, Yefeng Zheng, Lin Yang
Towards cross-modal organ translation and segmentation: A cycle- and shape-consistent generative adversarial network. Medical Image Anal. 52 (2019)
Xiaoshuang Shi, Manish Sapkota, Fuyong Xing, Fujun Liu, Lei Cui, Lin Yang
Pairwise based deep ranking hashing for histopathology image classification and retrieval. Pattern Recognit. 81 (2018)
Hongyu Wang, Jun Feng, Zizhao Zhang, Hai Su, Lei Cui, Hua He, Li Liu
Breast mass classification via deeply integrating the contextual information from multi-view data. Pattern Recognit. 80 (2018)
Yifan Wu, Weifeng Shi, Lei Cui, Hongyu Wang, Qirong Bu, Jun Feng
Automatic Mass Detection from Mammograms with Region-Based Convolutional Neural Network. IGTA (2018)
Lei Cui, Jun Feng, Lin Yang
Semi-supervised Deep Linear Discriminant Analysis for Histopathology Image Classification. BIBM (2018)
Hongwei Feng, Fang Xiao, Qirong Bu, Feihong Liu, Lei Cui, Jun Feng
An Accelerated Superpixel Generation Algorithm Based on 4-Labeled-Neighbors. CCCV (1) (2017)