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 · 216 citations · Full text

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 · 68 citations

Dermoscopic Image, Convolutional Neural Network, Image Analysis +13

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

Artificial Intelligence, Engineering, Machine Learning +8

Multimodal Whole Slide Foundation Model for Pathology

Tong Ding, Sophia J. Wagner, Andrew H. Song et al. · arXiv (Cornell University) · 2024 · 23 citations · Full text

Artificial Intelligence, Few-shot Learning, Engineering +21

HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis

Guillaume Jaume, Paul Doucet, Andrew H. Song et al. · arXiv (Cornell University) · 2024 · 21 citations · Full text