Amelie Echle

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

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

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 · 173 citations · Full text

Computing, Computer Science, Pathology +15

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 · 107 citations · Full text

Medicine, Genetics, Oncology +17

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 · 84 citations · Full text

Computing, Computer Science, Oncology +14