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A survey on mobile crowdsensing systems: Challenges, solutions, and opportunities
Mobile crowdsensing (MCS) has gained significant attention in recent years and has
become an appealing paradigm for urban sensing. For data collection, MCS systems rely on …
become an appealing paradigm for urban sensing. For data collection, MCS systems rely on …
Graph neural networks in IoT: A survey
The Internet of Things (IoT) boom has revolutionized almost every corner of people's daily
lives: healthcare, environment, transportation, manufacturing, supply chain, and so on. With …
lives: healthcare, environment, transportation, manufacturing, supply chain, and so on. With …
Personalization strategies in digital mental health interventions: a systematic review and conceptual framework for depressive symptoms
Introduction Personalization is a much-discussed approach to improve adherence and
outcomes for Digital Mental Health interventions (DMHIs). Yet, major questions remain open …
outcomes for Digital Mental Health interventions (DMHIs). Yet, major questions remain open …
[HTML][HTML] Passive sensing of health outcomes through smartphones: systematic review of current solutions and possible limitations
Background: Technological advancements, together with the decrease in both price and
size of a large variety of sensors, has expanded the role and capabilities of regular mobile …
size of a large variety of sensors, has expanded the role and capabilities of regular mobile …
[HTML][HTML] Digital biomarkers of social anxiety severity: digital phenoty** using passive smartphone sensors
Background Social anxiety disorder is a highly prevalent and burdensome condition.
Persons with social anxiety frequently avoid seeking physician support and rarely receive …
Persons with social anxiety frequently avoid seeking physician support and rarely receive …
[HTML][HTML] Digital phenoty** of mental health using multimodal sensing of multiple situations of interest: A systematic literature review
Many studies have used Digital Phenoty** of Mental Health (DPMH) to complement
classic methods of mental health assessment and monitoring. This research area proposes …
classic methods of mental health assessment and monitoring. This research area proposes …
Digital phenoty** for mental health of college students: a clinical review
Experiencing continued growth in demand for mental health services among students,
colleges are seeking digital solutions to increase access to care as classes shift to remote …
colleges are seeking digital solutions to increase access to care as classes shift to remote …
[HTML][HTML] Recurrent neural network for human activity recognition in embedded systems using ppg and accelerometer data
Photoplethysmography (PPG) is a common and practical technique to detect human activity
and other physiological parameters and is commonly implemented in wearable devices …
and other physiological parameters and is commonly implemented in wearable devices …
Digital biomarkers of anxiety disorder symptom changes: Personalized deep learning models using smartphone sensors accurately predict anxiety symptoms from …
NC Jacobson, S Bhattacharya - Behaviour Research and Therapy, 2022 - Elsevier
Smartphones are capable of passively capturing persons' social interactions, movement
patterns, physiological activation, and physical environment. Nevertheless, little research …
patterns, physiological activation, and physical environment. Nevertheless, little research …
A tool for capturing smartphone screen text
Context sensing on smartphones is often used to understand user behaviour. Amongst the
many available sensors, the collection of text is crucial due to its richness. However …
many available sensors, the collection of text is crucial due to its richness. However …