crossrefElectronics2026-07-24
CAE-ResNet18: A Hybrid Deep Learning Framework for Accurate Diagnosis of Developmental Dysplasia of the Hip from Frog-Leg X-Rays
Yuanjie Peng, Yali Chen, Bei Liu, Tongbo Zou, Junming Xiao, Shenghui Zhou, et al.
This study aimed to develop and evaluate a deep learning diagnostic model integrating a convolutional autoencoder (CAE) and ResNet18 for the early and accurate diagnosis of developmental dysplasia of the hip (DDH) in children, addressing the subjectivity of traditional methods. T…