Radiomics in Otolaryngology–Head and Neck Surgery
The results of this Review suggest that radiomics is a promising tool that can be integrated with clinical and pathologic data to enhance diagnosis, optimize prognostication, and personalize treatment in otolaryngology. Standardization of imaging protocols, rigorous validation in multi-institutional cohorts, and integration with clinical workflows remain critical prerequisites for clinical application. With continued refinement and integration, radiomics applications may help streamline clinical workflows and guide treatment planning.
Authors
- Alexandra T. Bourdillon (ORCID: https://orcid.org/0000-0001-5111-7450)
- Andrés M. Bur (ORCID: https://orcid.org/0000-0001-6879-6453)
- Alexandria Yao
Institutions
- University of Kansas (US)
- University of California, San Francisco (US)
Publication Details
- Journal
- JAMA Otolaryngology–Head & Neck Surgery
- Published
- 2026-02-12
- DOI
- https://doi.org/10.1001/jamaoto.2025.5462
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00