Jaime Arcila-Florez

OA10.1. Deep Learning for Hiatal Hernia Detection on Barium Swallow Images Using a Limited Dataset

Deep learning models can support detection and classification of hiatal hernias using focused AP barium swallow images, even when trained on a limited dataset, and this training approach may enable automated identification and classification while potentially reducing radiation exposure and barium ingestion during diagnostic studies.