Zaki Abate Zimme

Diagnostic accuracy of deep learning applied to liver MRI for hepatocellular carcinoma detection: a systematic review and HSROC meta-analysis of patient-level evidence

Abstract Background Liver MRI is central to non-invasive hepatocellular carcinoma (HCC) diagnosis. Deep learning (DL) is increasingly studied for detection and interpretation, but the maturity, transportability, and patient-level diagnostic evidence for these systems remain uncer...