Deep Learning-Based Approaches for Enhanced Diagnosis and Comprehensive Understanding of Carpal Tunnel Syndrome

Deep Learning-Based Approaches for Enhanced Diagnosis and Comprehensive Understanding of Carpal Tunnel Syndrome

Carpal tunnel syndrome (CTS) is a prevalent medical condition resulting from compression of the median nerve in the hand, often caused by overuse or age-related factors. In this study, a total of 160 patients participated, including 80 individuals with CTS presenting varying levels of severity acros...

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Bibliographic Details
Main Authors: Marwa Elseddik, Khaled Alnowaiser, Reham R. Mostafa, Ahmed Elashry, Nora El-Rashidy, Shimaa Elgamal, Ahmed Aboelfetouh, Hazem El-Bakry
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Diagnostics
Subjects:
carpal tunnel syndrome (CTS)
deep learning (DL)
machine learning (ML)
Adam optimizer
cross-sectional area (CSA)
statistical analysis
Online Access:https://www.mdpi.com/2075-4418/13/20/3211

Internet

https://www.mdpi.com/2075-4418/13/20/3211

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