Intraoperative detection of parathyroid glands using artificial intelligence: optimizing medical image training with data augmentation methods.

This AI model was found to be an effective and generalizable tool in the intraoperative identification of parathyroid glands during thyroidectomy, especially when aided by appropriate augmentation methods. Additional studies comparing model performance and surgeon identification, however, are needed to assess the true clinical relevance of this AI model.