Application of deep learning algorithms in automatic sonographic localization and segmentation of the median nerve: A systematic review and meta-analysis
Journal
Artificial intelligence in medicine
Journal Volume
137
Date Issued
2023-03
Author(s)
Wang, Jia-Chi
Shu, Yi-Chung
Lin, Che-Yu
Chen, Lan-Rong
Lo, Yu-Cheng
Chiu, Hsiao-Chi
Özçakar, Levent
Abstract
High-resolution ultrasound is an emerging tool for diagnosing carpal tunnel syndrome caused by the compression of the median nerve at the wrist. This systematic review and meta-analysis aimed to explore and summarize the performance of deep learning algorithms in the automatic sonographic assessment of the median nerve at the carpal tunnel level.
Subjects
Artificial intelligence; Carpal tunnel; Convolutional neural network; Neuropathy; Ultrasonography
Type
review