Histopathological Classification of Breast Cancer Images Using a Multi-Scale Input and Multi-Feature Network

BACH: Grand challenge on breast cancer histology images

(2019) Guilherme Aresta et al.   MEDICAL IMAGE ANALYSIS

Opportunities and obstacles for deep learning in biology and medicine

(2018) Travers Ching et al.   Journal of the Royal Society Interface

Digital image analysis in breast pathology—from image processing techniques to artificial intelligence

(2018) Stephanie Robertson et al.   Translational Research

Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach

(2018) Aleksei Tiulpin et al.   Scientific Reports

Aggregating Rich Hierarchical Features for Scene Classification in Remote Sensing Imagery

(2017) Guoli Wang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

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

Deep Learning in Microscopy Image Analysis: A Survey

(2017) Fuyong Xing et al.   IEEE Transactions on Neural Networks and Learning Systems

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

Cancer statistics, 2016

(2016) Rebecca L. Siegel et al.   CA-A CANCER JOURNAL FOR CLINICIANS

A Dataset for Breast Cancer Histopathological Image Classification

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

Triaging Diagnostically Relevant Regions from Pathology Whole Slides of Breast Cancer: A Texture Based Approach

(2016) Mohammad Peikari et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Learning multiscale and deep representations for classifying remotely sensed imagery

(2016) Wenzhi Zhao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Automated Histology Analysis: Opportunities for signal processing

(2015) Michael T McCann et al.   IEEE SIGNAL PROCESSING MAGAZINE

Breast Cancer Histopathology Image Analysis: A Review

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

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

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

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

A Completed Modeling of Local Binary Pattern Operator for Texture Classification

(2010) Zhenhua Guo et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING