Application of Deep Learning Algorithms in Automatic Sonographic Localization and Segmentation of the Median Nerve: A Systematic Review and Meta-Analysis.
ARTIFICIAL INTELLIGENCE IN MEDICINE（2023）
Taipei Vet Gen Hosp | Natl Taiwan Univ | Natl Taiwan Univ Hosp | Hacettepe Univ
Abstract
Review question / Objective: To explore/summarize the performance of deep learning in automatic localization and segmentation of the median nerve at the carpal tunnel level. Condition being studied: Participants with and without carpal tunnel syndrome. Information sources: The following electronic databases will be searched, encompassing PubMed, Medline, Embase and Web of Science. We target the studies investigating in the utility of deep neural network on the evaluation of the median nerve in the carpal tunnel.
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Key words
Artificial intelligence,Convolutional neural network,Ultrasonography
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