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基于深度学习的组合用于自闭症谱系障碍诊断,使用面部图像

Tayyaba Farhat1,2, Sheeraz Akram1,2,3, Muhammad Rashid4

  • 1Faculty of Computer Science and Information Technology, The Superior University, Lahore, Pakistan.

PloS one
|April 22, 2025
PubMed
概括

早期发现自闭症谱系障碍 (ASD) 是至关重要的. 使用面部图像的深度组合模型实现了97%的准确性,改善了早期ASD诊断,并支持健康和福祉.

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Autism Spectrum Disorder01:19

Autism Spectrum Disorder

Autism spectrum disorder (ASD) is a neurodevelopmental condition marked by persistent deficits in social communication and interaction alongside restrictive and repetitive behaviors or interests. ASD is sometimes accompanied by intellectual impairment.
These core symptoms manifest differently among individuals, ranging from mild to severe. The disorder's complexity extends beyond its clinical presentation, encompassing a diverse range of biological, cognitive, and sociocultural influences.
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