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Digital Health Reviews (1812) Machine Learning (2221) Aging with Chronic Disease (191) AI in Older Adult Care (46) Neurology and Neurosciences (302) Artificial Intelligence (2328)

Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/54676, first published .
Machine Learning and Deep Learning for Diagnosis of Lumbar Spinal Stenosis: Systematic Review and Meta-Analysis

Machine Learning and Deep Learning for Diagnosis of Lumbar Spinal Stenosis: Systematic Review and Meta-Analysis

Machine Learning and Deep Learning for Diagnosis of Lumbar Spinal Stenosis: Systematic Review and Meta-Analysis

Authors of this article:

Tianyi Wang1 Author Orcid Image ;   Ruiyuan Chen1 Author Orcid Image ;   Ning Fan1 Author Orcid Image ;   Lei Zang1 Author Orcid Image ;   Shuo Yuan1 Author Orcid Image ;   Peng Du1 Author Orcid Image ;   Qichao Wu1 Author Orcid Image ;   Aobo Wang1 Author Orcid Image ;   Jian Li1 Author Orcid Image ;   Xiaochuan Kong1 Author Orcid Image ;   Wenyi Zhu1 Author Orcid Image
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  2. Sun Y, Li B, Ju C, Hu L, Sun H, An J, Kim T, Bu Z, Shi Z, Liu J, Liu Z. Predictive Performance of Radiomics-Based Machine Learning for Colorectal Cancer Recurrence Risk: Systematic Review and Meta-Analysis. JMIR Medical Informatics 2025;13:e78644 View
  3. Mougios V, Peretzke R, Ertl A, Dugas M, Maier Hein K, Neher P, Ille S, Krieg S, Lenga P. Application and performance of deep learning models for the automated diagnosis of cervical central spinal stenosis on MRI: a systematic review. Brain and Spine 2026;6:105902 View
  4. Koay W, Chang S, Ahmad R, Kamarul T. A scoping review of systematic reviews on artificial intelligence in orthopaedics. Journal of Orthopaedic Surgery 2026;34(1) View
  5. Gete K, Durga P, Bekele B, Tesfay R, Jibat N, Assefa A, Gebre M, Yimer K, Kassahun N, Ayele B. Diagnostic Accuracy of Deep Learning for Automated Detection of Spinal Degenerative Disease on MRI: A Systematic Review and Meta-Analysis. Journal of Imaging Informatics in Medicine 2026 View