Morphological characterization of median nerve and transverse carpal ligament from ultrasound images using convolutional neural networks
CNNs were used to automatically segment the median nerve and TCL with high accuracy. The model predictions provided reliable quantification of the carpal tunnel anatomy, demonstrating the potential diagnostic value using CNNs.
Authors
- Jocelyn L. Hawk
- Zong‐Ming Li (ORCID: https://orcid.org/0000-0002-9636-7012)
- Xiaoxiao Sun (ORCID: https://orcid.org/0000-0002-3868-1484)
- Shalon Walter
Institutions
- University of Arizona (US)
- Arizona Research Center (US)
Publication Details
- Journal
- Medical Engineering & Physics
- Published
- 2025-06-18
- DOI
- https://doi.org/10.1016/j.medengphy.2025.104383
- Primary Topic
- Peripheral Nerve Disorders
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- University of Arizona