Search Results - "Labbaf, Sina"
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Long-Term IoT-Based Maternal Monitoring: System Design and Evaluation
Published in Sensors (Basel, Switzerland) (24-03-2021)“…Pregnancy is a unique time when many mothers gain awareness of their lifestyle and its impacts on the fetus. High-quality care during pregnancy is needed to…”
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Journal Article -
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Objective monitoring of loneliness levels using smart devices: A multi-device approach for mental health applications
Published in PloS one (20-06-2024)“…Loneliness is linked to wide ranging physical and mental health problems, including increased rates of mortality. Understanding how loneliness manifests is…”
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ZotCare: a flexible, personalizable, and affordable mhealth service provider
Published in Frontiers in digital health (14-09-2023)“…The proliferation of Internet-connected health devices and the widespread availability of mobile connectivity have resulted in a wealth of reliable digital…”
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4
Personalized Maternal Sleep Quality Assessment: An Objective IoT-based Longitudinal Study
Published in IEEE access (2019)“…Sleep is a composite of physiological and behavioral processes that undergo substantial changes during and after pregnancy. These changes might lead to sleep…”
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Physiological and emotional assessment of college students using wearable and mobile devices during the 2020 COVID-19 lockdown: An intensive, longitudinal dataset
Published in Data in brief (01-06-2024)“…This dataset was collected from university students before, during, and after the COVID-19 lockdown in Southern California. Data collection happened…”
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Objective Prediction of Next-Day's Affect Using Multimodal Physiological and Behavioral Data: Algorithm Development and Validation Study
Published in JMIR formative research (15-03-2023)“…Affective states are important aspects of healthy functioning; as such, monitoring and understanding affect is necessary for the assessment and treatment of…”
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Personal mental health navigator: Harnessing the power of data, personal models, and health cybernetics to promote psychological well-being
Published in Frontiers in digital health (22-09-2022)“…Current digital mental healthcare solutions conventionally take on a reactive approach, requiring individuals to self-monitor and document existing symptoms…”
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Journal Article -
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Sleep Patterns and Affect Dynamics Among College Students During the COVID-19 Pandemic: Intensive Longitudinal Study
Published in JMIR formative research (01-08-2022)“…Background Sleep disturbance is a transdiagnostic risk factor that is so prevalent among young adults that it is considered a public health epidemic, which has…”
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Journal Article -
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A Technology-Based Pregnancy Health and Wellness Intervention (Two Happy Hearts): Case Study
Published in JMIR formative research (17-11-2021)“…The physical and emotional well-being of women is critical for healthy pregnancy and birth outcomes. The Two Happy Hearts intervention is a personalized…”
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ZotCare: A Novel mHealth Service Provider
Published 01-01-2023“…The availability of mobile Internet and health devices is enabling new opportunities for health researchers to access an immense amount of digital health data…”
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Dissertation -
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Objective stress monitoring based on wearable sensors in everyday settings
Published in Journal of medical engineering & technology (18-05-2020)“…Monitoring people's stress levels has become an essential part of behavioural studies for physical and mental illnesses conducted within the biopsychosocial…”
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Journal Article -
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Exploring computation offloading in IoT systems
Published in Information systems (Oxford) (01-07-2022)“…Internet of Things (IoT) paradigm raises challenges for devising efficient strategies that offload applications to the fog or the cloud layer while ensuring…”
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193 Sleep Variability and Affect Dynamics Among College Students during COVID-19 Pandemic
Published in Sleep (New York, N.Y.) (03-05-2021)“…Abstract Introduction Sleep disturbance is a transdiagnostic risk factor that is so prevalent among emerging adults it is considered to be a public health…”
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Journal Article -
14
P4‐394: WEARABLE INTERNET‐OF‐THINGS TECHNOLOGY: AN IMMIGRANT DEMENTIA CAREGIVERS PILOT INTERVENTION
Published in Alzheimer's & dementia (01-07-2019)Get full text
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WEARABLE INTERNET-OF-THINGS TECHNOLOGY: AN IMMIGRANT DEMENTIA CAREGIVERS PILOT INTERVENTION
Published in Alzheimer's & dementia (01-07-2019)Get full text
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Using Multimodal Assessments to Capture Personalized Contexts of College Student Well-being in 2020: Case Study
Published in JMIR formative research (11-05-2021)“…The year 2020 has been challenging for many, particularly for young adults who have been adversely affected by the COVID-19 pandemic. Emerging adulthood is a…”
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Journal Article -
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Assessing the Mental Health of Emerging Adults Through a Mental Health App: Protocol for a Prospective Pilot Study
Published in JMIR research protocols (02-03-2021)“…Individuals can experience different manifestations of the same psychological disorder. This underscores the need for a personalized model approach in the…”
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Journal Article -
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Active Reinforcement Learning for Personalized Stress Monitoring in Everyday Settings
Published in 2023 IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE) (01-06-2023)“…Most existing sensor-based monitoring frameworks presume that a large available labeled dataset is processed to train accurate detection models. However, in…”
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Conference Proceeding -
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Active Reinforcement Learning for Personalized Stress Monitoring in Everyday Settings
Published 28-04-2023“…Most existing sensor-based monitoring frameworks presume that a large available labeled dataset is processed to train accurate detection models. However, in…”
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Journal Article -
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ZotCare: A Flexible, Personalizable, and Affordable mHealth Service Provider
Published 04-07-2023“…The proliferation of Internet-connected health devices and the widespread availability of mobile connectivity have resulted in a wealth of reliable digital…”
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Journal Article