Jan Niehues

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

Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study

Sophia J. Wagner, Daniel Reisenbüchler, Nicholas P. West et al. · Cancer Cell · 2023 · 247 citations · Full text

Computing, Computer Science, Oncology +17

A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis

Gustav Müller‐Franzes, Jan Niehues, Firas Khader et al. · Scientific Reports · 2023 · 191 citations · Full text

Computing, Biomedical Engineering, Computer Science +16

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 · 96 citations · Full text

Medicine, Oncology, Pathology +17

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 · 82 citations · Full text

Medicine, Oncology, Pathology +15