Recent studies demonstrate significant progress in pediatric diagnostic imaging. Techniques such as fully automated 3D echocardiography and super-resolution fetal MRI are proving effective in quantifying right ventricular dimensions and diagnosing congenital anomalies like esophageal atresia. Computed tomography enhancements refine abdominal trauma assessments, while MRI protocols aid in evaluating pediatric renal and hip conditions. Advanced deep learning algorithms improve the quality and consistency of pediatric MRI images, reducing sedation needs. Collectively, these advancements improve diagnostic accuracy and patient safety in pediatric care.