Author

Zaki Abate Zimme

2 papers indexed here

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Review Open access Aug 2026

Diagnostic accuracy of deep learning-assisted low-dose CT screening for lung cancer detection: a systematic review and meta-analysis

Deep learning (DL)-assisted low-dose computed tomography (LDCT) may improve lung cancer screening, but the available evidence is heterogeneous and patient-level diagnostic accuracy remains uncertain. MEDLINE, Embase, and Web of Science were searched from January 2010 to December 2025 for studies evaluating DL-assisted...

D. Gebremichael, Zaki Abate Zimme, Lulit Y. Mengesha et al. · Diagnostic and Prognostic Re... · 0 citations

#data science Review Open access Oct 2026

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

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 uncertain. We searched MEDLINE, Embase, and Web of Science from 2...

B. T. Mengistie, K. Y. Gete, Amira Mohammed et al. · Egyptian Liver Journal · 0 citations