Frontiers in Medicine

Deep learning models for pancreatic cancer detection on CT: a meta-analysis

Meta-analysis of observational studiesBiomarkers

Abstract

This systematic review and meta-analysis evaluates the diagnostic accuracy of deep learning models for detecting pancreatic ductal adenocarcinoma using computed tomography scans. A systematic literature search of PubMed, Web of Science, and the Cochrane Library was conducted for studies published up to September 11, 2025.

The paper

People's Hospital of Bishan District

Frontiers in Medicine, 14 Sep 2026, CC BY

doi.org/10.3389/fmed.2026.1826557PubMed 42807151