Radiomics for early detection of pancreatic cancer: a systematic review and meta-analysis
The use of AI and ML along with diagnostic modality presents a promising alternative to conventional diagnostic modality owing to the display of convincing diagnostic metric for detection of PDAC. Further prospective studies are needed to study the efficacy of this new approach, along with its incorporation with genomic, proteomic, and metabolomic data to develop multi-omic predictive frameworks to further improve PDAC detection.
Authors
- Asif Hussain (ORCID: https://orcid.org/0000-0002-8300-9742)
- Zayan Alidina
- Illiyun Banani
- Timothy M. Pawlik
- Muhammad Rafique Khan
Institutions
- Aga Khan University (PK)
- The Ohio State University Wexner Medical Center (US)
Publication Details
- Journal
- Journal of Gastrointestinal Surgery
- Published
- 2026-02-16
- DOI
- https://doi.org/10.1016/j.gassur.2026.102374
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00