Sophia J. Wagner - Concepedia

Author

Sophia J. Wagner

Also Known As

Almagro-Perez, Cristina, Sophia J. Wagner, Sophia Janine Wagner, Wagner, Sophia J.

Publications

1.4K

Citations

H-Index

Concepts

All Affiliations

Sophia J. Wagner is an author at Technical University of Munich specializing in computational pathology, digital pathology, and medicine.

#	Concept	H-Index	Publications	Citations
1	Engineering	3	3	116
2	Medicine	3	3	116
3	Pathology	3	3	116
4	Data Science	2	2	48
5	Artificial Intelligence	2	2	48

Sophia J. Wagner

Publications

380

Citations

H-Index

Page 1

	Year	Citations
Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study Sophia J. Wagner, Daniel Reisenbüchler, Nicholas P. West, Cancer Cell	2023	216
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, Nature Protocols Dermoscopic ImageConvolutional Neural NetworkImage AnalysisWhole-slide ImagingDeep Learning	2024	68
Make deep learning algorithms in computational pathology more reproducible and reusable Sophia J. Wagner, Christian Matek, Sayedali Shetab Boushehri, Nature Medicine Artificial IntelligenceEngineeringMachine LearningData ScienceDigital Pathology	2022	25
Multimodal Whole Slide Foundation Model for Pathology Tong Ding, Sophia J. Wagner, Andrew H. Song, arXiv (Cornell University) Artificial IntelligenceFew-shot LearningEngineeringWhole-slide ImagingMachine Learning	2024	23
HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis Guillaume Jaume, Paul Doucet, Andrew H. Song, arXiv (Cornell University)	2024	21
A multimodal whole-slide foundation model for pathology Tong Ding, Sophia J. Wagner, Andrew H. Song Nature Medicine	2025	15
Low-Resource Finetuning of Foundation Models Beats State-of-the-Art in Histopathology Benedikt Roth, Valentin Koch, Sophia J. Wagner,	2024	12

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