Mohamed Emish
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View article: Remote Wearable Neuroimaging Devices for Health Monitoring and Neurophenotyping: A Scoping Review
Remote Wearable Neuroimaging Devices for Health Monitoring and Neurophenotyping: A Scoping Review Open
Digital health tracking is a source of valuable insights for public health research and consumer health technology. The brain is the most complex organ, containing information about psychophysical and physiological biomarkers that correlat…
View article: Exploring mobility data for enhancing HIV care engagement in Black/African American and Hispanic/Latinx individuals: a longitudinal observational study protocol
Exploring mobility data for enhancing HIV care engagement in Black/African American and Hispanic/Latinx individuals: a longitudinal observational study protocol Open
Introduction Increasing engagement in HIV care among people living with HIV, especially those from Black/African American and Hispanic/Latinx communities, is an urgent need. Mobility data that measure individuals’ movements over time in co…
View article: A Mobile Health Application Using Geolocation for Behavioral Activity Tracking
A Mobile Health Application Using Geolocation for Behavioral Activity Tracking Open
The increasing popularity of mHealth presents an opportunity for collecting rich datasets using mobile phone applications (apps). Our health-monitoring mobile application uses motion detection to track an individual’s physical activity and…
View article: On Monetizing Personal Wearable Devices Data: A Blockchain-based Marketplace for Data Crowdsourcing and Federated Machine Learning in Healthcare
On Monetizing Personal Wearable Devices Data: A Blockchain-based Marketplace for Data Crowdsourcing and Federated Machine Learning in Healthcare Open
Machine learning advancements in healthcare have made data collected through smartphones and wearable devices a vital source of public health and medical insights. While wearable device data helps to monitor, detect, and predict diseases a…
View article: Drug and Substance Abuse Point of Interest (POI) Conflation and Spatial Attribute Enrichment Framework (Preprint)
Drug and Substance Abuse Point of Interest (POI) Conflation and Spatial Attribute Enrichment Framework (Preprint) Open
BACKGROUND Point of Interest (POI) data (e.g., the locations where people are visiting based on their mobile device movement and self-reports) is increasingly being studied in spatial analysis of pressing healthcare issues, such as for as…