NRK-ABMIL: Subtle Metastatic Deposits Detection for Predicting Lymph Node Metastasis in Breast Cancer Whole-Slide Images

Attention2majority: Weak multiple instance learning for regenerative kidney grading on whole slide images

(2022) Ziyu Su et al.   MEDICAL IMAGE ANALYSIS

Transformer-based unsupervised contrastive learning for histopathological image classification

(2022) Xiyue Wang et al.   MEDICAL IMAGE ANALYSIS

RetCCL: Clustering-guided contrastive learning for whole-slide image retrieval

(2022) Xiyue Wang et al.   MEDICAL IMAGE ANALYSIS

Data-efficient and weakly supervised computational pathology on whole-slide images

(2021) Ming Y. Lu et al.   Nature Biomedical Engineering

Deep neural network models for computational histopathology: A survey

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

Breast Cancer Treatment

(2019) Adrienne G. Waks et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Digital pathology and artificial intelligence

(2019) Muhammad Khalid Khan Niazi et al.   LANCET ONCOLOGY

Clinical-grade computational pathology using weakly supervised deep learning on whole slide images

(2019) Gabriele Campanella et al.   NATURE MEDICINE

Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images

(2019) Simon Graham et al.   MEDICAL IMAGE ANALYSIS

Multiple instance learning: A survey of problem characteristics and applications

(2018) Marc-André Carbonneau et al.   PATTERN RECOGNITION

Revisiting multiple instance neural networks

(2018) Xinggang Wang et al.   PATTERN RECOGNITION

From detection of individual metastases to classification of lymph node status at the patient level: the CAMELYON17 challenge

(2018) Peter Bandi et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning

(2018) Nicolas Coudray et al.   NATURE MEDICINE

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer

(2017) Babak Ehteshami Bejnordi et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Meta-analysis of predictive factors for non-sentinel lymph node metastases in breast cancer patients with a positive SLN

(2011) R.F.D. van la Parra et al.   EJSO