Jeremias Krause

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 · 1.3K citations · Full text

Engineering, Deep Learning, Medicine +10

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

Jakob Nikolas Kather, Lara R. Heij, Heike I. Grabsch et al. · Nature Cancer · 2020 · 600 citations · Full text

Engineering, Medicine, Digital Pathology +9

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

Deep learning detects genetic alterations in cancer histology generated by adversarial networks

Jeremias Krause, Heike I. Grabsch, Matthias Kloor et al. · The Journal of Pathology · 2021 · 81 citations · Full text

Msi Detection, Engineering, Machine Learning +16

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

Jakob Nikolas Kather, Lara R. Heij, Heike I. Grabsch et al. · 2019 · 80 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +17