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This paper is in the following e-collection/theme issue:

Digital Health Reviews (3520) Clinical Information and Decision Making (3538) Imaging Informatics (445) Machine Learning (3052) Stroke (311) Artificial Intelligence (4542) Computer-Aided Diagnosis (405) Cardiac Diagnostics (59)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/77092, first published .
Doctor reviews MRI scan results of a patient in an MRI machine.

Diagnostic Performance of Deep Learning and Radiomics in Extracranial Carotid Plaque Detection: Systematic Review and Meta-Analysis

Diagnostic Performance of Deep Learning and Radiomics in Extracranial Carotid Plaque Detection: Systematic Review and Meta-Analysis

Authors of this article:

Lingjie Ju1 Author Orcid Image ;   Yongsheng Guo1 Author Orcid Image ;   Haiyong Guo2 Author Orcid Image ;   Ruijuan Liu1 Author Orcid Image ;   Yiyang Wang3 Author Orcid Image ;   Siyu Wang3 Author Orcid Image ;   Na Ma3 Author Orcid Image ;   Junhong Ren1 Author Orcid Image
Article Authors Cited by (3) Tweetations (3) Metrics

Journals

  1. Morelli N, Spallazzi M, Biondi M, Rota E, Mazza L, Immovilli P, Colombi D. Dynamic Contrast-Enhanced Ultrasound for Carotid Plaque Characterization: An Algorithm-Aware Technical Review. Diagnostics 2026;16(12):1808 View
  2. Ansari A, Ansari N, Zaheer S, Khalid U, Bechev K, Markov D, Aleksiev V, Markov G, Poryazova E. Artificial Intelligence in Vascular Surgery: A Literature Review Focusing on Current Applications, Imaging Advances and Future Prospects. Journal of Clinical Medicine 2026;15(13):4988 View
  3. Sreenivasulu G, Nagesh C, Rajyalakshmi C. Comment on “Prognostic value of AI-enabled quantitative coronary CT angiography for major adverse cardiovascular events: A systematic review and meta-analysis”. International Journal of Cardiology Cardiovascular Risk and Prevention 2026:200675 View