Jakob Nikolas Kather

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

Jakob Nikolas Kather, Alexander T. Pearson, Niels Halama et al. · Nature Medicine · 2019 · 1.4K citations · Full text

Medicine, Genetics, Oncology +16

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

Jakob Nikolas Kather, Johannes Krisam, Pornpimol Charoentong et al. · PLoS Medicine · 2019 · 1.1K citations · Full text

Computing, Computer Science, Oncology +17

Pan-cancer image-based detection of clinically actionable genetic alterations

Jakob Nikolas Kather, Lara R. Heij, Heike I. Grabsch et al. · Nature Cancer · 2020 · 634 citations · Full text

Medicine, Bioinformatics, Oncology +17

Multi-class texture analysis in colorectal cancer histology

Jakob Nikolas Kather, Cleo‐Aron Weis, Francesco Bianconi et al. · Scientific Reports · 2016 · 557 citations · Full text

Medicine, Oncology, Pathology +17

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

Amelie Echle, Heike I. Grabsch, Philip Quirke et al. · Gastroenterology · 2020 · 375 citations · Full text

Medicine, Oncology, Pathology +17