End-to-End diagnosis of breast biopsy images with transformers

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

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

Deep Learning Models for Histopathological Classification of Gastric and Colonic Epithelial Tumours

(2020) Osamu Iizuka et al.   Scientific Reports

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

(2020) Xiyue Wang et al.   MEDICAL IMAGE ANALYSIS

Attention gated networks: Learning to leverage salient regions in medical images

(2019) Jo Schlemper et al.   MEDICAL IMAGE ANALYSIS

Recent advances in understanding tumor stroma-mediated chemoresistance in breast cancer

(2019) Jana Plava et al.   Molecular Cancer

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

(2019) Gabriele Campanella et al.   NATURE MEDICINE

USE-Net: Incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets

(2019) Leonardo Rundo et al.   NEUROCOMPUTING

BACH: Grand challenge on breast cancer histology images

(2019) Guilherme Aresta et al.   MEDICAL IMAGE ANALYSIS

Breast cancer statistics, 2019

(2019) Carol E. DeSantis et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Guided Soft Attention Network for Classification of Breast Cancer Histopathology Images

(2019) Heechan Yang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Multi-Instance Multi-Label Learning for Multi-Class Classification of Whole Slide Breast Histopathology Images

(2018) Caner Mercan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Detection and Classification of Cancer in Whole Slide Breast Histopathology Images Using Deep Convolutional Networks

(2018) Baris Gecer et al.   PATTERN RECOGNITION

Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent

(2017) Angel Cruz-Roa et al.   Scientific Reports

A Dataset for Breast Cancer Histopathological Image Classification

(2016) Fabio A. Spanhol et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images: a Comparative Study

(2016) Ezgi Mercan et al.   JOURNAL OF DIGITAL IMAGING

Management of Ductal Carcinoma In Situ of the Breast

(2016) Chirag Shah et al.   JAMA Oncology

Medical Malpractice Concerns and Defensive Medicine

(2015) Lisa M. Reisch et al.   AMERICAN JOURNAL OF CLINICAL PATHOLOGY

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Automated analysis and diagnosis of skin melanoma on whole slide histopathological images

(2015) Cheng Lu et al.   PATTERN RECOGNITION

Understanding diagnostic variability in breast pathology: lessons learned from an expert consensus review panel

(2014) Kimberly H Allison et al.   HISTOPATHOLOGY

Multi-Field-of-View Framework for Distinguishing Tumor Grade in ER+ Breast Cancer From Entire Histopathology Slides

(2013) Ajay Basavanhally et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Stromal cells in tumor microenvironment and breast cancer

(2012) Yan Mao et al.   CANCER AND METASTASIS REVIEWS

Why the stroma matters in breast cancer

(2012) Matthew W. Conklin et al.   Cell Adhesion & Migration