Genetic syndromes screening by facial recognition technology: VGG-16 screening model construction and evaluation

Genetic syndromes screening by facial recognition technology: VGG-16 screening model construction and evaluation

Abstract Background Many genetic syndromes (GSs) have distinct facial dysmorphism, and facial gestalts can be used as a diagnostic tool for recognizing a syndrome. Facial recognition technology has advanced in recent years, and the screening of GSs by facial recognition technology has become feasibl...

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Bibliographic Details
Main Authors: Dian Hong, Ying-Yi Zheng, Ying Xin, Ling Sun, Hang Yang, Min-Yin Lin, Cong Liu, Bo-Ning Li, Zhi-Wei Zhang, Jian Zhuang, Ming-Yang Qian, Shu-Shui Wang
Format: Article
Language:English
Published: BMC 2021-08-01
Series:Orphanet Journal of Rare Diseases
Subjects:
Facial recognition
Genetic syndrome
Artificial intelligence
Deep learning
Rare diseases
Online Access:https://doi.org/10.1186/s13023-021-01979-y

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