Differential diagnosis of congenital ventricular septal defect and atrial septal defect in children using deep learning-based analysis of chest radiographs

• Main Authors: Huihui Jia (Author), Songqiao Tang (Author), Wanliang Guo (Author), Peng Pan (Author), Yufeng Qian (Author), Dongliang Hu (Author), Yakang Dai (Author), Yang Yang (Author), Chen Geng (Author), Haitao Lv (Author)
• Format: Book
• Published: BMC, 2024-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Background Children with atrial septal defect (ASD) and ventricular septal defect (VSD) are frequently examined for respiratory symptoms, even when the underlying disease is not found. Chest radiographs often serve as the primary imaging modality. It is crucial to differentiate between ASD...