ASDFace: Face-based Autism Diagnosis via Heterogeneous Domain Adaptation

Author:

Wang Haishuai1,Chi Lianhua2,Su Chanfei3,Zhao Ziping4

Affiliation:

1. Zhejiang University, Hangzhou, China

2. La Trobe University, Melbourne, Australia

3. OPPO Corporation, Shenzhen, China

4. Tianjin Normal University, Tianjin, China

Publisher

ACM

Reference39 articles.

1. Machine learning approach for early detection of autism by combining questionnaire and home video screening

2. Alexandre Abraham , Michael P Milham , Adriana Di Martino , R Cameron Craddock, Dimitris Samaras, Bertrand Thirion, and Gael Varoquaux. 2017 . Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example. NeuroImage 147 (2017), 736?745. Alexandre Abraham, Michael P Milham, Adriana Di Martino, R Cameron Craddock, Dimitris Samaras, Bertrand Thirion, and Gael Varoquaux. 2017. Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example. NeuroImage 147 (2017), 736?745.

3. Autism Diagnostic Observation Schedule (ADOS) scores in males and females diagnosed with autism: a naturalistic study

4. Clare S Allely and Philip Wilson . 2011. Diagnosing autism spectrum disorders in primary care. The Practitioner 255, 1745 ( 2011 ), 27?31. Clare S Allely and Philip Wilson. 2011. Diagnosing autism spectrum disorders in primary care. The Practitioner 255, 1745 (2011), 27?31.

5. Use of machine learning to improve autism screening and diagnostic instruments: effectiveness, efficiency, and multi‐instrument fusion

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. DeepASD: a deep adversarial-regularized graph learning method for ASD diagnosis with multimodal data;Translational Psychiatry;2024-09-14

2. Early Autism Screening in Children Using Facial Recognition;Extended Abstracts of the CHI Conference on Human Factors in Computing Systems;2024-05-11

3. DeepASD: Facial Image Analysis for Autism Spectrum Diagnosis via Explainable Artificial Intelligence;2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN);2023-07-04

4. Source-free semi-supervised domain adaptation via progressive Mixup;Knowledge-Based Systems;2023-02

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