Lei Cui

According to our database, Lei Cui authored at least 27 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

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, Jun Feng, Wentao Yang, Lin Yang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 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, Jun Feng, Lin Yang

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

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, Hansheng Li, Yaqiong Xing, Jun Feng, Lin Yang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

A Novel Encoding and Decoding Calibration Guiding Pathway for Pathological Image Analysis.

Hansheng Li, Jianping Li, Yuxin Kang, Chunbao Wang, Feihong Liu, Wenli Hui, Qirong Bo, Lei Cui, Jun Feng, Lin Yang

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

MSAL-Net: improve accurate segmentation of nuclei in histopathology images by multiscale attention learning network.

Haider Ali, Imran Ul Haq, Lei Cui, Jun Feng

BMC Medical Informatics Decis. Mak., 2022

Feature fusion and Ensemble learning-based CNN model for mammographic image classification.

Imran Ul Haq, Haider Ali, Hong Yu Wang, Lei Cui, Hazrat Ali

J. King Saud Univ. Comput. Inf. Sci., 2022

Invariant Content Synergistic Learning for Domain Generalization of Medical Image Segmentation.

Yuxin Kang, Hansheng Li, Xuan Zhao, Dongqing Hu, Feihong Liu, Lei Cui, Jun Feng, Lin Yang

CoRR, 2022

A Random Feature Augmentation for Domain Generalization in Medical Image Segmentation.

Xuan Zhao, Yuxin Kang, Hansheng Li, Jiayu Luo, Lei Cui, Jun Feng, Lin Yang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

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, Jun Feng, Lin Yang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

Interpretable Histopathology Image Diagnosis via Whole Tissue Slide Level Supervision.

Zhuoyue Wu, Hansheng Li, Lei Cui, Yuxin Kang, Jianye Liu, Haider Ali, Jun Feng, Lin Yang

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Robust Pathological Detector Training Method on Sparsely Annotated Datasets via Spatial Cues.

Hansheng Li, Yuxin Kang, Lingyu Hu, Qian Ma, Lei Cui, Jun Feng, Lin Yang, Wentao Yang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Boosting Boundary Representation for Gland Instance Segmentation.

Yuxin Kang, Hansheng Li, Zhuoyue Wu, Feihong Liu, Dongqing Hu, Lei Cui, Jun Feng, Lin Yang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

A deep learning-based framework for lung cancer survival analysis with biomarker interpretation.

Lei Cui, Hansheng Li, Wenli Hui, Sitong Chen, Lin Yang, Yuxin Kang, Qirong Bo, Jun Feng

BMC Bioinform., 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, Jun Feng, Lin Yang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 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, Jun Feng, Lin Yang

Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

Loss-Based Attention for Deep Multiple Instance Learning.

Xiaoshuang Shi, Fuyong Xing, Yuanpu Xie, Zizhao Zhang, Lei Cui, Lin Yang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Publisher Correction: Pathologist-level interpretable whole-slide cancer diagnosis with deep learning.

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

Nat. Mach. Intell., 2019

Pathologist-level interpretable whole-slide cancer diagnosis with deep learning.

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

Nat. Mach. Intell., 2019

Towards cross-modal organ translation and segmentation: A cycle- and shape-consistent generative adversarial network.

Jinzheng Cai, Zizhao Zhang, Lei Cui, Yefeng Zheng, Lin Yang

Medical Image Anal., 2019

High throughput automatic muscle image segmentation using parallel framework.

Lei Cui, Jun Feng, Zizhao Zhang, Lin Yang

BMC Bioinform., 2019

$S^{3}$ Net: Trained on a Small Sample Segmentation Network for Biomedical Image Analysis.

Mengdi Yan, Hansheng Li, Baosheng Kang, Jun Feng, Yuxin Kang, Tao Zhang, Lin Yang, Lei Cui

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Global Bank: A Guided Pathway of Encoding and Decoding for Pathological Image Analysis.

Hansheng Li, Jun Feng, Baosheng Kang, Yuxin Kang, Feihong Liu, Wenli Hui, Qirong Bo, Chunbao Wang, Lin Yang, Lei Cui

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018

Breast mass classification via deeply integrating the contextual information from multi-view data.

Hongyu Wang, Jun Feng, Zizhao Zhang, Hai Su, Lei Cui, Hua He, Li Liu

Pattern Recognit., 2018

Pairwise based deep ranking hashing for histopathology image classification and retrieval.

Xiaoshuang Shi, Manish Sapkota, Fuyong Xing, Fujun Liu, Lei Cui, Lin Yang

Pattern Recognit., 2018

Automatic Mass Detection from Mammograms with Region-Based Convolutional Neural Network.

Yifan Wu, Weifeng Shi, Lei Cui, Hongyu Wang, Qirong Bu, Jun Feng

Proceedings of the Image and Graphics Technologies and Applications, 2018

Semi-supervised Deep Linear Discriminant Analysis for Histopathology Image Classification.

Lei Cui, Jun Feng, Lin Yang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

An Accelerated Superpixel Generation Algorithm Based on 4-Labeled-Neighbors.

Hongwei Feng, Fang Xiao, Qirong Bu, Feihong Liu, Lei Cui, Jun Feng

Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017