Automated Segmentation of Median Nerve Cross-Sectional Area in Healthy Controls and Patients With Carpal Tunnel Syndrome Using a Convolutional Neural Network.

In exploratory analyses, the application of intensity‐based data augmentation (random brightness, contrast, and gamma adjustments) showed a trend toward improved segmentation performance on data acquired with an alternate ultrasound device, although this did not reach statistical significance.

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