Deep Learning Based Analysis of Histopathological Images of Breast Cancer

Global, Regional, and National Cancer Incidence, Mortality, Years of Life Lost, Years Lived With Disability, and Disability-Adjusted Life-Years for 29 Cancer Groups, 1990 to 2016

(2018) et al.   JAMA Oncology

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Classification of breast cancer histology images using Convolutional Neural Networks

(2017) Teresa Araújo et al.   PLoS One

Breast Cancer Multi-classification from Histopathological Images with Structured Deep Learning Model

(2017) Zhongyi Han et al.   Scientific Reports

A Dataset for Breast Cancer Histopathological Image Classification

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

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Breast Cancer Histopathology Image Analysis: A Review

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

One-class kernel subspace ensemble for medical image classification

(2014) Yungang Zhang et al.   EURASIP Journal on Advances in Signal Processing

An investigation of the false discovery rate and the misinterpretation of p-values

(2014) D. Colquhoun   Royal Society Open Science

Computer-aided diagnosis of breast cancer based on fine needle biopsy microscopic images

(2013) Marek Kowal et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Remote Computer-Aided Breast Cancer Detection and Diagnosis System Based on Cytological Images

(2013) Yasmeen Mourice George et al.   IEEE Systems Journal

Computer-Aided Breast Cancer Diagnosis Based on the Analysis of Cytological Images of Fine Needle Biopsies

(2013) Pawel Filipczuk et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Representation Learning: A Review and New Perspectives

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

Breast cancer diagnosis from biopsy images with highly reliable random subspace classifier ensembles

(2012) Yungang Zhang et al.   MACHINE VISION AND APPLICATIONS

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING