Automated Facial Recognition for Noonan Syndrome Using Novel Deep Convolutional Neural Network With Additive Angular Margin Loss

BACKGROUND: Noonan syndrome (NS), a genetically heterogeneous disorder, presents with hypertelorism, ptosis, dysplastic pulmonary valve stenosis, hypertrophic cardiomyopathy, and small stature. Early detection and assessment of NS are crucial to formulating an individualized treatment protocol. Howe...

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Detalles Bibliográficos
Publicado en:Front Genet
Main Authors: Yang, Hang, Hu, Xin-Rong, Sun, Ling, Hong, Dian, Zheng, Ying-Yi, Xin, Ying, Liu, Hui, Lin, Min-Yin, Wen, Long, Liang, Dong-Po, Wang, Shu-Shui
Formato: Artigo
Idioma:Inglês
Publicado: Frontiers Media S.A. 2021
Assuntos:
Genetics
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC8215580/
https://ncbi.nlm.nih.gov/pubmed/34163525
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fgene.2021.669841
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