Multidisciplinary Consensus Prostate Contours on Magnetic Resonance Imaging: Educational Atlas and Reference Standard for Artificial Intelligence Benchmarking
We established an expert consensus benchmark for prostate segmentation. The best-performing AI tools have typical accuracy greater than that reported for radiation oncologists using computed tomography scans (the most common clinical approach for radiation therapy planning). Physician review remains essential to detect occasional major errors.
Authors
- Mukesh G. Harisinghani (ORCID: https://orcid.org/0000-0003-0993-1947)
- Anna M. Dornisch (ORCID: https://orcid.org/0009-0007-2602-7323)
- Igor Vidić (ORCID: https://orcid.org/0000-0001-6610-1187)
- Sophia C. Kamran (ORCID: https://orcid.org/0000-0001-9283-6515)
- Tristan Barrett (ORCID: https://orcid.org/0000-0002-1180-1474)
- M. Cornell
- Sean Woolen (ORCID: https://orcid.org/0000-0003-4951-2173)
- Robert Timothy Dess (ORCID: https://orcid.org/0000-0003-2331-3758)
- Michael A. Liss (ORCID: https://orcid.org/0000-0001-6978-1026)
- Mirabela Rusu (ORCID: https://orcid.org/0000-0002-0372-0367)
- Geoffrey A. Sonn (ORCID: https://orcid.org/0000-0002-0850-1956)
- Cynthia Li
- Daniel Margolis (ORCID: https://orcid.org/0000-0001-8212-707X)
- Jeong Hoon Lee
- Tyler M. Seibert (ORCID: https://orcid.org/0000-0002-4089-7399)
- Richard E. Fan (ORCID: https://orcid.org/0000-0001-7716-0377)
- Eric Weinberg (ORCID: https://orcid.org/0000-0003-4951-7142)
- Anders M. Dale (ORCID: https://orcid.org/0000-0002-6126-2966)
- Yuze Song (ORCID: https://orcid.org/0000-0001-5803-1254)
- Jason Santos
Institutions
- Bio-Rad (United States) (US)
- The University of Texas at San Antonio Health Science Center (US)
- Palo Alto University (US)
- University of California, San Francisco (US)
- Cornell University (US)
- University of Cambridge (GB)
- University of Michigan (US)
- UC San Diego Health System (US)
- University of California System (US)
- University of Rochester Medical Center (US)
- University of California San Diego (US)
- Massachusetts General Hospital (US)
- Cortech Solutions (United States) (US)
- Children's Tumor Foundation (US)
- Research Centre in Biological Chemistry of Córdoba (AR)
- Stanford Medicine (US)
- CorTechs Labs (United States) (US)
- Institute of Mathematical Statistics (US)
- Stanford University (US)
Publication Details
- Journal
- International Journal of Radiation Oncology*Biology*Physics
- Published
- 2025-03-28
- DOI
- https://doi.org/10.1016/j.ijrobp.2025.03.024
- Citations
- 5
- Primary Topic
- Prostate Cancer Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 7.59