Fine-Tuning and Training of DenseNet for Histopathology Image Representation Using TCGA Diagnostic Slides

A new hyperparameters optimization method for convolutional neural networks

(2019) Hua Cui et al.   PATTERN RECOGNITION LETTERS

Digital pathology and artificial intelligence

(2019) Muhammad Khalid Khan Niazi et al.   LANCET ONCOLOGY

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

(2019) Gabriele Campanella et al.   NATURE MEDICINE

Visualizing histopathologic deep learning classification and anomaly detection using nonlinear feature space dimensionality reduction

(2018) Kevin Faust et al.   BMC BIOINFORMATICS

Deep learning beyond cats and dogs: recent advances in diagnosing breast cancer with deep neural networks

(2018) Jeremy R Burt et al.   BRITISH JOURNAL OF RADIOLOGY

PanCancer insights from The Cancer Genome Atlas: the pathologist's perspective

(2018) Lee AD Cooper et al.   JOURNAL OF PATHOLOGY

Multiple disjoint dictionaries for representation of histopathology images

(2018) Shujin Zhu et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning

(2018) Nicolas Coudray et al.   NATURE MEDICINE

Automated analysis of high‐content microscopy data with deep learning

(2017) Oren Z Kraus et al.   Molecular Systems Biology

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

Multi-class texture analysis in colorectal cancer histology

(2016) Jakob Nikolas Kather et al.   Scientific Reports

A Review on Color Normalization and Color Deconvolution Methods in Histopathology

(2014) Devrim Onder et al.   APPLIED IMMUNOHISTOCHEMISTRY & MOLECULAR MORPHOLOGY

Pathology and Diagnosis of Neuroendocrine Tumors

(2014) William D. Travis   Thoracic Surgery Clinics

Cancer Digital Slide Archive: an informatics resource to support integrated in silico analysis of TCGA pathology data

(2013) David A Gutman et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Aggregating Local Image Descriptors into Compact Codes

(2011) H. Jegou et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE