Carcinoma Type Classification From High-Resolution Breast Microscopy Images Using a Hybrid Ensemble of Deep Convolutional Features and Gradient Boosting Trees Classifiers

Breast cancer histopathological image classification using a hybrid deep neural network

(2019) Rui Yan et al.   METHODS

BACH: Grand challenge on breast cancer histology images

(2019) Guilherme Aresta et al.   MEDICAL IMAGE ANALYSIS

Cancer statistics, 2018

(2018) Rebecca L. Siegel et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization

(2018) Mizuho Nishio et al.   PLoS One

Boosted Tree Model Reforms Multimodal Magnetic Resonance Imaging Infarct Prediction in Acute Stroke

(2018) Michelle Livne et al.   STROKE

Patch-based system for Classification of Breast Histology images using deep learning

(2018) Kaushiki Roy et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

An Ensemble of Fine-Tuned Convolutional Neural Networks for Medical Image Classification

(2017) Ashnil Kumar et al.   IEEE Journal of Biomedical and Health Informatics

Classification of breast cancer histology images using Convolutional Neural Networks

(2017) Teresa Araújo et al.   PLoS One

A Dataset for Breast Cancer Histopathological Image Classification

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

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis

(2016) Geert Litjens et al.   Scientific Reports

ImageNet Large Scale Visual Recognition Challenge

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

Diagnostic Concordance Among Pathologists Interpreting Breast Biopsy Specimens

(2015) Joann G. Elmore et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

A Nonlinear Mapping Approach to Stain Normalization in Digital Histopathology Images Using Image-Specific Color Deconvolution

(2014) Adnan Mujahid Khan et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

An Integrated Region-, Boundary-, Shape-Based Active Contour for Multiple Object Overlap Resolution in Histological Imagery

(2012) S. Ali et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Computerized classification of intraductal breast lesions using histopathological images

(2011) M. Murat Dundar et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING