Alexander Brobeil

Generalizable biomarker prediction from cancer pathology slides with self-supervised deep learning: A retrospective multi-centric study

Jan Niehues, Philip Quirke, Nicholas P. West et al. · Cell Reports Medicine · 2023 · 91 citations · Full text

Regression-based Deep-Learning predicts molecular biomarkers from pathology slides

Omar S. M. El Nahhas, Chiara Maria Lavinia Loeffler, Zunamys I. Carrero et al. · Nature Communications · 2024 · 83 citations · Full text

Genotyping circulating tumor DNA of pediatric Hodgkin lymphoma

Ann-Kathrin Desch, Kristin Hartung, Ante Botzen et al. · Leukemia · 2019 · 82 citations

Lymphoid Neoplasia, Medicine, Hematology +7

Weakly supervised annotation‐free cancer detection and prediction of genotype in routine histopathology

Peter L. Schrammen, Narmin Ghaffari Laleh, Amelie Echle et al. · The Journal of Pathology · 2021 · 77 citations · Full text

Annotation‐free Cancer Detection, Convolutional Neural Network, Engineering +25

End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study

Xiaofeng Jiang, Michael Hoffmeister, Hermann Brenner et al. · The Lancet Digital Health · 2023 · 72 citations · Full text