[HTML][HTML] Computer vision in autism spectrum disorder research: a systematic review of published studies from 2009 to 2019

RAJ De Belen, T Bednarz, A Sowmya… - Translational …, 2020 - nature.com
The current state of computer vision methods applied to autism spectrum disorder (ASD)
research has not been well established. Increasing evidence suggests that computer vision …

[HTML][HTML] A review of and roadmap for data science and machine learning for the neuropsychiatric phenotype of autism

P Washington, DP Wall - Annual review of biomedical data …, 2023 - annualreviews.org
Autism spectrum disorder (autism) is a neurodevelopmental delay that affects at least 1 in 44
children. Like many neurological disorder phenotypes, the diagnostic features are …

Effect of wearable digital intervention for improving socialization in children with autism spectrum disorder: a randomized clinical trial

C Voss, J Schwartz, J Daniels, A Kline, N Haber… - JAMA …, 2019 - jamanetwork.com
Importance Autism behavioral therapy is effective but expensive and difficult to access.
While mobile technology–based therapy can alleviate wait-lists and scale for increasing …

[PDF][PDF] Preliminary study of VR and AR applications in medical and healthcare education

MC Hsieh, JJ Lee - J Nurs Health Stud, 2018 - bvou.net
As technology advances, mobile devices have gradually turned into wearable devices, and
Virtual Reality (VR), Augmented Reality (AR) as well as Mixed Reality (MR) have been …

Data-driven diagnostics and the potential of mobile artificial intelligence for digital therapeutic phenotyping in computational psychiatry

P Washington, N Park, P Srivastava, C Voss… - Biological Psychiatry …, 2020 - Elsevier
Data science and digital technologies have the potential to transform diagnostic
classification. Digital technologies enable the collection of big data, and advances in …

[HTML][HTML] Inclusive Immersion: a review of efforts to improve accessibility in virtual reality, augmented reality and the metaverse

J Dudley, L Yin, V Garaj, PO Kristensson - Virtual Reality, 2023 - Springer
Abstract Virtual Reality (VR) and Augmented Reality (AR) afford new forms of work and
leisure. While affordable and effective VR and AR headsets are now available, neither …

[HTML][HTML] Labeling images with facial emotion and the potential for pediatric healthcare

H Kalantarian, K Jedoui, P Washington, Q Tariq… - Artificial intelligence in …, 2019 - Elsevier
Autism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by
repetitive behaviors, narrow interests, and deficits in social interaction and communication …

[HTML][HTML] Classifying autism from crowdsourced semistructured speech recordings: machine learning model comparison study

NA Chi, P Washington, A Kline, A Husic… - JMIR pediatrics and …, 2022 - pediatrics.jmir.org
Background Autism spectrum disorder (ASD) is a neurodevelopmental disorder that results
in altered behavior, social development, and communication patterns. In recent years …

[HTML][HTML] Improved digital therapy for developmental pediatrics using domain-specific artificial intelligence: machine learning study

P Washington, H Kalantarian, J Kent… - JMIR pediatrics and …, 2022 - pediatrics.jmir.org
Background Automated emotion classification could aid those who struggle to recognize
emotions, including children with developmental behavioral conditions such as autism …

Activity recognition with moving cameras and few training examples: applications for detection of autism-related headbanging

P Washington, A Kline, OC Mutlu, E Leblanc… - Extended abstracts of …, 2021 - dl.acm.org
Activity recognition computer vision algorithms can be used to detect the presence of autism-
related behaviors, including what are termed “restricted and repetitive behaviors”, or …