Computer-based facial recognition as an assisting diagnostic tool to identify children with Noonan syndrome - Huang, Yulu; Sun, Haomiao; Chen, Qinchang; Shen, Junjun; Han, Jin; Shan, Shiguang; Wang, Shushui (BMC pediatrics, 2024)
Keywords: Accuracy; Adolescent; Automated Facial Recognition - methods; Back propagation; Batch normalization; Case-Control Studies; Child; Child, Preschool; Convolution neural network; Datasets; Diagnosis; Diagnosis, Computer-Assisted - methods; Facial recognition; Female; Genetic engineering; Genetic syndrome; Genetic testing; Humans; Infant; Kinases; Machine learning; Male; Medical diagnosis; Neural networks; Neural Networks, Computer; Noonan syndrome; Noonan Syndrome - diagnosis; Patients; Pediatric research; Pediatrics; Performance evaluation; Sensitivity and Specificity; China; Genetic syndrome; Convolution neural network; Noonan syndrome; Batch normalization; Facial recognition