crossrefBiomedicines2023-03-02Cited by 9
Machine Learning: Using Xception, a Deep Convolutional Neural Network Architecture, to Implement Pectus Excavatum Diagnostic Tool from Frontal-View Chest X-rays
Yu-Jiun Fan, I-Shiang Tzeng, Yao-Sian Huang, Yuan-Yu Hsu, Bo-Chun Wei, Shuo-Ting Hung, et al.
Pectus excavatum (PE), a chest-wall deformity that can compromise cardiopulmonary function, cannot be detected by a radiologist through frontal chest radiography without a lateral view or chest computed tomography. This study aims to train a convolutional neural network (CNN), a…