Artificial intelligence-the third revolution in pathology

Multispectral imaging for quantitative and compartment-specific immune infiltrates reveals distinct immune profiles that classify lung cancer patients

(2018) Artur Mezheyeuski et al.   JOURNAL OF PATHOLOGY

Segmentation of glandular epithelium in colorectal tumours to automatically compartmentalise IHC biomarker quantification: a deep learning approach

(2018) Yves-Rémi Van Eycke et al.   MEDICAL IMAGE ANALYSIS

Anatomical pathology is at a crossroads

(2018) Thomas James Flotte et al.   PATHOLOGY

Deep Learning—A Technology With the Potential to Transform Health Care

(2018) Geoffrey Hinton   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

On the Prospects for a (Deep) Learning Health Care System

(2018) C. David Naylor   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

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

Time for change: a new training programme for morpho-molecular pathologists?

(2017) David A Moore et al.   JOURNAL OF CLINICAL PATHOLOGY

Classification of breast cancer histology images using Convolutional Neural Networks

(2017) Teresa Araújo et al.   PLoS One

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

(2016) Geert Litjens et al.   Scientific Reports

Immunohistochemistry should undergo robust validation equivalent to that of molecular diagnostics

(2015) Kelly Elliott et al.   JOURNAL OF CLINICAL PATHOLOGY

Automated tumor analysis for molecular profiling in lung cancer

(2015) Peter W. Hamilton et al.   Oncotarget

Digital pathology and image analysis in tissue biomarker research

(2014) Peter W. Hamilton et al.   METHODS

Immunohistochemistry in the era of personalised medicine

(2012) Clare Margaret McCourt et al.   JOURNAL OF CLINICAL PATHOLOGY

Molecular Pathology in Contemporary Diagnostic Pathology Laboratory

(2009) Gregory Y. Lauwers et al.   AMERICAN JOURNAL OF SURGICAL PATHOLOGY