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Computer-based facial recognition as an assisting diagnostic tool to identify children with Noonan syndrome

Abstract Background Noonan syndrome (NS) is a rare genetic disease, and patients who suffer from it exhibit a facial morphology that is characterized by a high forehead, hypertelorism, ptosis, inner epicanthal folds, down-slanting palpebral fissures, a highly arched palate, a round nasal tip, and po...

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Huvudupphov: Yulu Huang, Haomiao Sun, Qinchang Chen, Junjun Shen, Jin Han, Shiguang Shan, Shushui Wang
Materialtyp: Artigo
Språk:Inglês
Utgiven: BMC 2024-05-01
Serie:BMC Pediatrics
Ämnen:
Noonan syndrome
Genetic syndrome
Convolution neural network
Facial recognition
Batch normalization
Länkar:https://doi.org/10.1186/s12887-024-04827-7
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