Elizabeth Alwers

Clinical-Grade Detection of Microsatellite Instability in Colorectal Tumors by Deep Learning

Amelie Echle, Heike I. Grabsch, Philip Quirke et al. · Gastroenterology · 2020 · 356 citations · Full text

Swarm learning for decentralized artificial intelligence in cancer histopathology

Oliver Lester Saldanha, Philip Quirke, Nicholas P. West et al. · Nature Medicine · 2022 · 197 citations · Full text

Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology

Narmin Ghaffari Laleh, Hannah Sophie Muti, Chiara Maria Lavinia Loeffler et al. · Medical Image Analysis · 2022 · 168 citations · Full text

Convolutional Neural Network, Image Analysis, Machine Learning +13

Artificial intelligence for detection of microsatellite instability in colorectal cancer—a multicentric analysis of a pre-screening tool for clinical application

Amelie Echle, Narmin Ghaffari Laleh, Philip Quirke et al. · ESMO Open · 2022 · 101 citations · Full text

Smoking, alcohol consumption and colorectal cancer risk by molecular pathological subtypes and pathways

Efrat L. Amitay, Prudence R. Carr, Lina Jansen et al. · British Journal of Cancer · 2020 · 97 citations · Full text