Cortical hemodynamic responses and deep learning models of emotional face processing in preschool children with autism spectrum disorder: a fNIRS study
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.
Authors
- Jing-Wen Ni
- Tao Sun (ORCID: https://orcid.org/0009-0009-5779-3930)
- Guijun Dong
- Jian-Wei Zhang
- Liping Qi
Institutions
- Dalian University of Technology (CN)
- Quzhou University (CN)
Publication Details
- Journal
- Frontiers in Psychiatry
- Published
- 2026-01-16
- DOI
- https://doi.org/10.3389/fpsyt.2025.1703302
- Primary Topic
- Autism Spectrum Disorder Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00