Radiomics for Detection and Differentiation of Intrahepatic Cholangiocarcinoma: A Systematic Review and Meta-Analysis
Radiomics-based AI models demonstrate clinically meaningful diagnostic accuracy for noninvasive differentiation of ICC and may complement conventional imaging in preoperative evaluation. Prospective, multicenter studies with standardized imaging protocols and rigorous external validation are required before routine clinical adoption.
Authors
- Umar Sultan
- Zayan Alidina
- Illiyun Banani
- Umm E. Abiha
- Timothy M. Pawlik
Institutions
- Aga Khan University (PK)
- The Ohio State University Wexner Medical Center (US)
Publication Details
- Journal
- Cancers
- Published
- 2026-03-13
- DOI
- https://doi.org/10.3390/cancers18060937
- Primary Topic
- Cholangiocarcinoma and Gallbladder Cancer Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00