Cortical hemodynamic responses and deep learning models of emotional face processing in preschool children with autism spectrum disorder
A fNirs study
Bibliographic Data
| ID | 15524200 |
|---|---|
| Authors | Liping Qi (0000-0002-3109-2353, Dalian University of Technology, corresponding author), Jing-Wen Ni (Dalian University of Technology), Guijun Dong (Quzhou University), Tao Sun (0000-0001-5509-0988, Dalian University of Technology), Jian-Wei Zhang (Dalian University of Technology, corresponding author) |
| Year | 2026 |
| Volume | 16 |
| Pages | 1703302-1703302 |
| Publication date | 2026-01-16 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Frontiers in Psychiatry (JOURNAL) |
| Journal identifiers | ISSN: 1664-0640 • E-ISSN: 1664-0640 |
| Publisher | Frontiers Media (PUBLISHER • CH) |
| DOI | 10.3389/fpsyt.2025.1703302 |
| PMID | 41625610 |
| OpenAlex | W7124433943 |
| Language | EN |
| References cited | 34 |
This study provides evidence of altered cortical hemodynamics during dynamic emotional facial processing and demonstrates the feasibility of CNN-LSTM models for the objective assessment of emotional facial processing potential in preschool children with ASD
Autism · Autism spectrum disorder · Face (sociological concept · Facial expression · Haemodynamic response · Hemodynamics · Autism Spectrum Disorder Research · Emotion and Mood Recognition · Optical Imaging and Spectroscopy Techniques
Diagnostic and Statistical Manual of Mental Disorders
Autism spectrum disorder
Emotion recognition across visual and auditory modalities in autism spectrum disorder
Impaired Recognition of Static and Dynamic Facial Emotions in Children With Autism Spectrum Disorder Using Stimuli of Varying Intensities, Different Genders, and Age Ranges Faces
| Citation velocity | historical |
|---|---|
| Highly cited | No |