DHUnet: Dual-branch hierarchical global–local fusion network for whole slide image segmentation

MyI-Net: Fully Automatic Detection and Quantification of Myocardial Infarction from Cardiovascular MRI Images

(2023) Shuihua Wang et al.   Entropy

Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge

(2022) Wouter Bulten et al.   NATURE MEDICINE

Cancer statistics in China and United States, 2022: profiles, trends, and determinants

(2022) Changfa Xia et al.   CHINESE MEDICAL JOURNAL

Noise-reducing attention cross fusion learning transformer for histological image classification of osteosarcoma

(2022) Liangrui Pan et al.   Biomedical Signal Processing and Control

Knowledge Distillation: A Survey

(2021) Jianping Gou et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Overcoming the limitations of patch-based learning to detect cancer in whole slide images

(2021) Ozan Ciga et al.   Scientific Reports

Robust whole slide image analysis for cervical cancer screening using deep learning

(2021) Shenghua Cheng et al.   Nature Communications

Deep neural network models for computational histopathology: A survey

(2020) Chetan L. Srinidhi et al.   MEDICAL IMAGE ANALYSIS

nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

(2020) Fabian Isensee et al.   NATURE METHODS

HookNet: Multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images

(2020) Mart van Rijthoven et al.   MEDICAL IMAGE ANALYSIS

A hybrid network for automatic hepatocellular carcinoma segmentation in H&E-stained whole slide images

(2020) Xiyue Wang et al.   MEDICAL IMAGE ANALYSIS

Structured crowdsourcing enables convolutional segmentation of histology images

(2019) Mohamed Amgad et al.   BIOINFORMATICS

Prostate Cancer, Version 2.2019, NCCN Clinical Practice Guidelines in Oncology

(2019) James L. Mohler et al.   Journal of the National Comprehensive Cancer Network

Computational Pathology Definitions, Best Practices, and Recommendations for Regulatory Guidance: A White Paper from the Digital Pathology Association

(2019) Esther Abels et al.   JOURNAL OF PATHOLOGY

Glomerulosclerosis identification in whole slide images using semantic segmentation

(2019) Gloria Bueno et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation

(2019) Zongwei Zhou et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Road Extraction by Deep Residual U-Net

(2018) Zhengxin Zhang et al.   IEEE Geoscience and Remote Sensing Letters