Screening of adolescent idiopathic scoliosis using generative adversarial network (GAN) inversion method in chest radiographs

Authors: Jun Soo Lee , et al. Abstract Objective Conventional computer-aided diagnosis using convolutional neural networks (CNN) has limitations in detecting sensitive changes and determining accurate decision boundaries in spectral and structural diseases such as scoliosis. We devised a new method to detect and diagnose adolescent idiopathic scoliosis in chest X-rays (CXRs) employing the latent…

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