Assessing genotype−phenotype correlations in colorectal cancer with deep learning: a multicentre cohort study
German Federal Ministry of Health, Max-Eder-Programme of German Cancer Aid, German Federal Ministry of Education and Research, German Academic Exchange Service, and the EU.
Authors
- Stefanie Brezina (ORCID: https://orcid.org/0000-0001-5238-6900)
- Pia Hönscheid (ORCID: https://orcid.org/0000-0002-4179-3233)
- Ellen L. Goode (ORCID: https://orcid.org/0000-0002-9094-8326)
- Andrea Gsur (ORCID: https://orcid.org/0000-0002-9795-1528)
- Amanda I. Phipps (ORCID: https://orcid.org/0000-0002-1446-2201)
- Bruno Märkl (ORCID: https://orcid.org/0000-0002-7704-850X)
- Lisa A. Boardman (ORCID: https://orcid.org/0000-0002-1330-2054)
- Marko van Treeck
- Tabitha A. Harrison (ORCID: https://orcid.org/0000-0002-4173-7530)
- Nic G. Reitsam (ORCID: https://orcid.org/0000-0002-0070-3158)
- Marco Gustav (ORCID: https://orcid.org/0009-0009-3598-5720)
- Ulrike Peters (ORCID: https://orcid.org/0000-0001-5666-9318)
- Asier Rabasco Meneghetti (ORCID: https://orcid.org/0000-0002-1508-9410)
- Robert S. Steinfelder (ORCID: https://orcid.org/0000-0003-4204-8013)
- Neil Murphy (ORCID: https://orcid.org/0000-0003-3347-8249)
- Zunamys I. Carrero (ORCID: https://orcid.org/0000-0001-8501-1566)
- Sebastian Foersch (ORCID: https://orcid.org/0000-0002-4740-6900)
- Jakob Nikolas Kather (ORCID: https://orcid.org/0000-0002-3730-5348)
- Marc J. Gunter (ORCID: https://orcid.org/0000-0001-5472-6761)
- Chiara Maria Lavinia Loeffler (ORCID: https://orcid.org/0009-0002-9659-5194)
- Amy J. French
- Christian Sperling
Institutions
- Mayo Clinic (US)
- University of Augsburg (DE)
- German Cancer Research Center (DE)
- Johannes Gutenberg University Mainz (DE)
- Heidelberg University (DE)
- University Hospital Heidelberg (DE)
- Fred Hutch Cancer Center (US)
- Comprehensive Cancer Center Vienna (AT)
- University Medical Center of the Johannes Gutenberg University Mainz (DE)
- National Center for Tumor Diseases (DE)
- Mayo Clinic in Arizona (US)
- Mayo Clinic in Florida (US)
- University Hospital Carl Gustav Carus (DE)
- Centre international de recherche sur le cancer (FR)
- Medical University of Vienna (AT)
Publication Details
- Journal
- The Lancet Digital Health
- Published
- 2025-08-01
- DOI
- https://doi.org/10.1016/j.landig.2025.100891
- Citations
- 5
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 6.80