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
Autores principales: 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
Lenguaje:Inglês
Publicado: Frontiers Media S.A. 2021
Materias:
Genetics
Acceso en línea: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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