Multimodal Artificial Intelligence Model From Baseline Histopathology Adds Prognostic Information for Distant Recurrence Assessment in Hormone Receptor–Positive/Human Epidermal Growth Factor Receptor 2–Negative Early Breast Cancer
MMAI using digital pathology from H&E slides provides enhanced prognostic quality in HR+/HER2- EBC and could help to advance personalized breast cancer management.
Authors
- Jacqueline Griffin (ORCID: https://orcid.org/0000-0002-3928-3891)
- Jingbin Zhang (ORCID: https://orcid.org/0000-0003-2065-1823)
- Ulrike Nitz (ORCID: https://orcid.org/0000-0003-0143-0507)
- Oleg Gluz (ORCID: https://orcid.org/0000-0001-6019-7544)
- Matthias Christgen (ORCID: https://orcid.org/0000-0002-0891-7839)
- Felix Yi-Chung Feng (ORCID: https://orcid.org/0000-0002-0963-7687)
- Ronald Kates (ORCID: https://orcid.org/0000-0003-3550-1051)
- Nadia Harbeck (ORCID: https://orcid.org/0000-0002-9744-7372)
- Rachel Wuerstlein (ORCID: https://orcid.org/0000-0001-7268-0840)
- Monika Graeser (ORCID: https://orcid.org/0000-0003-1916-717X)
- Hans Heinrich Kreipe (ORCID: https://orcid.org/0000-0003-0708-1790)
- Nancy U. Lin (ORCID: https://orcid.org/0000-0003-2263-5413)
- Sven Mahner (ORCID: https://orcid.org/0000-0002-0640-129X)
- Hans Pinckaers (ORCID: https://orcid.org/0000-0002-7570-9300)
- Sherko Kuemmel (ORCID: https://orcid.org/0000-0001-9355-494X)
- Andre Esteva (ORCID: https://orcid.org/0000-0003-1937-9682)
- Akinori Mitani (ORCID: https://orcid.org/0000-0001-8088-6021)
- Daniel Kates-Harbeck (ORCID: https://orcid.org/0009-0001-5160-5777)
- Yi Ren (ORCID: https://orcid.org/0009-0002-8778-5586)
- Doris Mayr
- Gijs Smit
- Songwan Joun
Institutions
- Universität Hamburg (DE)
- San Francisco Art Institute (US)
- University of California, San Francisco (US)
- LMU Klinikum (DE)
- Research Institute for Philosophy Hannover (DE)
- University Medical Center Hamburg-Eppendorf (DE)
- Klinik Niederrhein (DE)
- Women‘s Healthcare Group (DE)
- Kliniken Essen-Mitte (DE)
- Ludwig-Maximilians-Universität München (DE)
- Leipzig University (DE)
Publication Details
- Journal
- JCO Clinical Cancer Informatics
- Published
- 2025-11-01
- DOI
- https://doi.org/10.1200/cci-24-00287
- Primary Topic
- AI in cancer detection
- Type
- article
- Field-Weighted Citation Impact
- 0.00