Deep learning can predict microsatellite instability directly from histology in gastrointestinal cancer

Predicting survival from colorectal cancer histology slides using deep learning: A retrospective multicenter study

(2019) Jakob Nikolas Kather et al.   PLOS MEDICINE

Deep-Learning Convolutional Neural Networks Accurately Classify Genetic Mutations in Gliomas

(2018) P. Chang et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Comparative Molecular Analysis of Gastrointestinal Adenocarcinomas

(2018) Yang Liu et al.   CANCER CELL

Comprehensive Characterization of Cancer Driver Genes and Mutations

(2018) Matthew H. Bailey et al.   CELL

Predicting cancer outcomes from histology and genomics using convolutional networks

(2018) Pooya Mobadersany et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Genomics and emerging biomarkers for immunotherapy of colorectal cancer

(2018) Jakob Nikolas Kather et al.   SEMINARS IN CANCER BIOLOGY

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

(2018) Nicolas Coudray et al.   NATURE MEDICINE

Identification of a high-risk subtype of intestinal-type Japanese gastric cancer by quantitative measurement of the luminal tumor proportion

(2018) Toru Aoyama et al.   Cancer Medicine

A call for deep-learning healthcare

(2018) Beau Norgeot et al.   NATURE MEDICINE

Mismatch repair deficiency predicts response of solid tumors to PD-1 blockade

(2017) Dung T. Le et al.   SCIENCE

Multi-class texture analysis in colorectal cancer histology

(2016) Jakob Nikolas Kather et al.   Scientific Reports

Microsatellite Instability Testing and Its Role in the Management of Colorectal Cancer

(2015) Hisato Kawakami et al.   CURRENT TREATMENT OPTIONS IN ONCOLOGY

Statin Use and Survival After Colorectal Cancer: The Importance of Comprehensive Confounder Adjustment

(2015) Michael Hoffmeister et al.   JNCI-Journal of the National Cancer Institute

PD-1 Blockade in Tumors with Mismatch-Repair Deficiency

(2015) Dung T. Le et al.   NEW ENGLAND JOURNAL OF MEDICINE

Statin Use and Survival After Colorectal Cancer: The Importance of Comprehensive Confounder Adjustment

(2015) Michael Hoffmeister et al.   JNCI-Journal of the National Cancer Institute

Comprehensive molecular characterization of gastric adenocarcinoma

(2014) Adam J. Bass et al.   NATURE

Characteristics of gastric cancer in Asia

(2014) Rubayat Rahman   WORLD JOURNAL OF GASTROENTEROLOGY

Integrated genomic characterization of endometrial carcinoma

(2013) Gad Getz et al.   NATURE

Comprehensive molecular characterization of human colon and rectal cancer

(2012)   NATURE

Long-Term Risk of Colorectal Cancer After Negative Colonoscopy

(2011) Hermann Brenner et al.   JOURNAL OF CLINICAL ONCOLOGY