High-throughput adaptive sampling for whole-slide histopathology image analysis (HASHI) via convolutional neural networks: Application to invasive breast cancer detection

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Emerging Themes in Image Informatics and Molecular Analysis for Digital Pathology

(2016) Rohit Bhargava et al.   Annual Review of Biomedical Engineering

Image analysis and machine learning in digital pathology: Challenges and opportunities

(2016) Anant Madabhushi et al.   MEDICAL IMAGE ANALYSIS

A Deep Convolutional Neural Network for segmenting and classifying epithelial and stromal regions in histopathological images

(2016) Jun Xu et al.   NEUROCOMPUTING

Adaptive Dimensionality Reduction with Semi-Supervision (AdDReSS): Classifying Multi-Attribute Biomedical Data

(2016) George Lee et al.   PLoS One

Automated Tubule Nuclei Quantification and Correlation with Oncotype DX risk categories in ER+ Breast Cancer Whole Slide Images

(2016) David Romo-Bucheli et al.   Scientific Reports

An unsupervised feature learning framework for basal cell carcinoma image analysis

(2015) John Arevalo et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Assessment of algorithms for mitosis detection in breast cancer histopathology images

(2015) Mitko Veta et al.   MEDICAL IMAGE ANALYSIS

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Breast Cancer Histopathology Image Analysis: A Review

(2014) Mitko Veta et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A Quantitative Histomorphometric Classifier (QuHbIC) Identifies Aggressive Versus Indolent p16-Positive Oropharyngeal Squamous Cell Carcinoma

(2013) James S. Lewis et al.   AMERICAN JOURNAL OF SURGICAL PATHOLOGY

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

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Pathology imaging informatics for quantitative analysis of whole-slide images

(2013) Sonal Kothari et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

The Cancer Genome Atlas Pan-Cancer analysis project

(2013) John N Weinstein et al.   NATURE GENETICS

Histology image analysis for carcinoma detection and grading

(2012) Lei He et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Visual pattern mining in histology image collections using bag of features

(2011) Angel Cruz-Roa et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Standardizing the use of whole slide images in digital pathology

(2011) Christel Daniel et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

HistoStitcher©: An interactive program for accurate and rapid reconstruction of digitized whole histological sections from tissue fragments

(2011) Jonathan Chappelow et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Real-time deformable registration of multi-modal whole slides for digital pathology

(2011) Dan Mueller et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Time-efficient sparse analysis of histopathological whole slide images

(2010) Chao-Hui Huang et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Computer-aided prognosis of neuroblastoma on whole-slide images: Classification of stromal development

(2008) O. Sertel et al.   PATTERN RECOGNITION