Related Experiment Video
Updated: Jul 10, 2025
06:40
Screening of Axonal Degeneration in Carpal Tunnel Syndrome Using Ultrasonography and Nerve Conduction Studies
Published on: January 11, 2019
11.7K
Diagnosis of carpal tunnel syndrome using a 10-s grip-and-release test with video and machine learning analysis
Kazuya Tsukamoto1, Ryota Matsui2, Yuta Sugiura2
1Department of Orthopedic and Spinal Surgery, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan.
The Journal of Hand Surgery, European Volume
|November 23, 2023
Abstract:
We developed a finger motion-based diagnostic system for carpal tunnel syndrome by analysing 10 second grip-and-release test videos. Using machine learning, it estimated presence of carpal tunnel syndrome (89% sensitivity and 83% specificity) and correlated with severity on nerve conduction studies (coefficient 0.68).
Level Of Evidence:
III.
