Marko van Treeck

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

Adversarial attacks and adversarial robustness in computational pathology

Narmin Ghaffari Laleh, Daniel Truhn, Gregory Patrick Veldhuizen et al. · Nature Communications · 2022 · 99 citations · Full text

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

Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology

Oliver Lester Saldanha, Chiara Maria Lavinia Loeffler, Jan Niehues et al. · npj Precision Oncology · 2023 · 79 citations · Full text