Knowledge-based radiation therapy treatment planning decision support system for head and neck cancer utilizing multi-organ constellation matching
This radiotherapy treatment planning decision support system, by providing access to geometrically similar retrospective best practice reference cases, presents a novel tool to improve treatment planning. Development of a full system infrastructure increases standardization, facilitates creation of high quality plans, and assists clinicians, particularly during the critical initial beam configuration stage.
Authors
- Jorge Alfonso Solís-Galván (ORCID: https://orcid.org/0000-0001-5327-1443)
- Trent Benedick (ORCID: https://orcid.org/0009-0002-4998-5659)
- Anh Lê (ORCID: https://orcid.org/0000-0003-1970-8781)
- Brent Liu (ORCID: https://orcid.org/0000-0001-6382-366X)
- Ryan H. B. Smith (ORCID: https://orcid.org/0000-0002-9207-4108)
- Stephanie Zhou (ORCID: https://orcid.org/0000-0002-9394-3723)
- John C. Asbach (ORCID: https://orcid.org/0000-0002-7300-5967)
Institutions
- University of Southern California (US)
- Cedars-Sinai Medical Center (US)
- Roswell Park Comprehensive Cancer Center (US)
- University of Minnesota (US)
- University at Buffalo, State University of New York (US)
Publication Details
- Journal
- International Journal of Computer Assisted Radiology and Surgery
- Published
- 2025-11-27
- DOI
- https://doi.org/10.1007/s11548-025-03554-3
- Primary Topic
- Advanced Radiotherapy Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00