Sophia J. Wagner

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

From whole-slide image to biomarker prediction: end-to-end weakly supervised deep learning in computational pathology

Omar S. M. El Nahhas, Marko van Treeck, Georg Wölflein et al. · Nature Protocols · 2024 · 86 citations

Computing, Computer Science, Pathology +17

A multimodal whole-slide foundation model for pathology

Tong Ding, Sophia J. Wagner, Ming Y. Lu et al. · Nature Medicine · 2025 · 68 citations · Full text

Computing, Computer Science, Pathology +17

Make deep learning algorithms in computational pathology more reproducible and reusable

Sophia J. Wagner, Christian Matek, Sayedali Shetab Boushehri et al. · Nature Medicine · 2022 · 25 citations

Medicine, Biomedical Informatics, Pathology +14

Multimodal Whole Slide Foundation Model for Pathology

Tong Ding, Sophia J. Wagner, Andrew H. Song et al. · arXiv (Cornell University) · 2024 · 25 citations · Full text

Computing, Computer Science, Pathology +16