Brief multimodal wearable assessment as an objective complement to caregiver-reported screening supports brief digital phenotyping as an objective complement to caregiver-reported screening.
Mental health conditions are widespread, yet scalable assessment remains limited, as clinical interviews are time-intensive and self-report screeners are episodic and prone to bias, motivating passive, data-driven approaches. This study investigates whether short-term physical activity patterns captured by consumer wea...
Guan-Nan Liu, Jae Yoo, Gao-Jian Huang et al.· Proceedings of the Internati...· 0 citations
Deep learning is increasingly used to convert brief, observable behaviors into quantitative markers for autism spectrum disorder (ASD) screening. This narrative review synthesizes peer-reviewed work published from September 2021 to September 2026 on eye tracking, facial and body video, speech and language, response-to-...
Xiao-Di Chen· Academic Journal of Applied...· 0 citations
Wearable neuroimaging methods hold considerable promise for identifying early biomarkers of neurodevelopmental conditions, yet their application to neurodivergent young children remains limited by significant participation barriers. We investigated inclusion rates and parental experiences in a combined virtual realit...
G. Serino, Samuel Powell, Nadine Aburumman et al.· Scientific Reports· 0 citations
This structured narrative review examines selected decentralized domains—neonatal jaundice, autism-related screening or assessment, and cry or sleep monitoring—in children from birth through six years and tests whether multimodal fusion improves clinically relevant decisions over matched unimodal baselines and whether...
A narrative synthesis of clinical, materials-science, and computational evidence on wearable-derived digital biomarkers across neurological, cardiopulmonary, inflammatory, wound-care, and mental-health conditions is conducted, drawing on peer-reviewed studies identified through the source literature and organized accor...
Clinical decision-making in psychiatry has traditionally relied on rating scales and clinical impressions documented in the electronic health record (EHR). Yet, clinical interviews contain rich behavioral signals that remain underutilized in psychiatric care. Recent advances in artificial intelligence (AI) now enable q...
S. Haas, Rachel Jespersen, J. Colonel et al.· Biological Psychiatry: Cogni...· 1 citation
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.