Background Normal voice production depends on the synchronized cooperation of multiple physiological systems, which makes the voice sensitive to changes. Any systematic …
A Banerjee, OC Mutlu, A Kline, S Surabhi… - JMIR formative …, 2023 - formative.jmir.org
Background Implementing automated facial expression recognition on mobile devices could provide an accessible diagnostic and therapeutic tool for those who struggle to recognize …
Stress is widely recognized as a major contributor to a variety of health issues. Stress prediction using biosignal data recorded by wearables is a key area of study in mobile …
To perform automatic family audio analysis, past studies have collected recordings using phone, video, or audio-only recording devices like LENA, investigated supervised learning …
This article presents a systematic review on autism care, diagnosis, and intervention based on mobile apps running on smartphones and tablets. Here, the term “intervention” means a …
P Washington - Journal of Medical Internet Research, 2024 - jmir.org
Modern machine learning approaches have led to performant diagnostic models for a variety of health conditions. Several machine learning approaches, such as decision trees …
A Jaiswal, R Kruiper, A Rasool… - JMIR Research …, 2024 - researchprotocols.org
Background A considerable number of minors in the United States are diagnosed with developmental or psychiatric conditions, potentially influenced by underdiagnosis factors …
Background The increasing use of social media platforms has given rise to an unprecedented surge in user-generated content, with millions of individuals publicly sharing …
Dementia is a progressive neurological disorder that affects the daily lives of older adults, impacting their verbal communication and cognitive function. Early diagnosis is important to …