Citation sources

Updated weekly. Details via Crossref
Crossref Scopus Google Scholar
196 158 Search
2024
Behind the Screen: A Narrative Review on the Translational Capacity of Passive Sensing for Mental Health Assessment
Biomedical Materials & Devices
2024
Smartphone and Wearable Device-Based Digital Phenotyping to Understand Substance use and its Syndemics
Journal of Medical Toxicology
2024
Differential temporal utility of passively sensed smartphone features for depression and anxiety symptom prediction: a longitudinal cohort study
npj Mental Health Research
2024
Communications in Computer and Information Science
2024
A survey of autonomous monitoring systems in mental health
WIREs Data Mining and Knowledge Discovery
2024
Use of Smartphone Sensor Data in Detecting and Predicting Depression and Anxiety in Young People (12-25 Years): A Scoping Review
SSRN Electronic Journal
2023
Digital Therapeutics for Mental Health and Addiction
2023
INSTRUMENTATION ENGINEERING, ELECTRONICS AND TELECOMMUNICATIONS – 2021 (IEET-2021): Proceedings of the VII International Forum
2023
AWARE-Light: a smartphone tool for experience sampling and digital phenotyping
Personal and Ubiquitous Computing
2023
Digital footprints as a new translational approach for mental health care: a commentary
Discover Mental Health
2023
A Systematic Review of Location Data for Depression Prediction
International Journal of Environmental Research and Public Health
2023
Using digital phenotyping to understand health-related outcomes: A scoping review
International Journal of Medical Informatics
2023
Prediction of impending mood episode recurrence using real-time digital phenotypes in major depression and bipolar disorders in South Korea: a prospective nationwide cohort study
Psychological Medicine
2023
The convergence of traditional and digital biomarkers through AI-assisted biosensing: A new era in translational diagnostics?
Biosensors and Bioelectronics
2023
Smartphone Global Positioning System–Based System to Assess Mobility in Health Research: Development, Accuracy, and Usability Study
JMIR Rehabilitation and Assistive Technologies
2023
Artificial Intelligence, Machine Learning, and Deep Learning in Precision Medicine in Liver Diseases
2023
Clinician perspectives on how digital phenotyping can inform client treatment
Acta Psychologica
2023
A Novel Approach to Clustering Accelerometer Data for Application in Passive Predictions of Changes in Depression Severity
Sensors
2023
Improving Depression Severity Prediction from Passive Sensing: Symptom-Profiling Approach
Sensors
2023
The comfort of adolescent patients and their parents with mobile sensing and digital phenotyping
Computers in Human Behavior
2023
Geolocation Patterns, Wi-Fi Connectivity Rates, and Psychiatric Symptoms Among Urban Homeless Youth: Mixed Methods Study Using Self-report and Smartphone Data
JMIR Formative Research
2023
Acceptance of smart sensing: a barrier to implementation—results from a randomized controlled trial
Frontiers in Digital Health
2023
A novel multi-modal depression detection approach based on mobile crowd sensing and task-based mechanisms
Multimedia Tools and Applications
2023
2023 11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW)
2023
Leveraging Machine Learning for Gaining Neurobiological and Nosological Insights in Psychiatric Research
Biological Psychiatry
2023
Role of AI/ML in the study of mental health problems of the students: a bibliometric study
International Journal of System Assurance Engineering and Management
2023
Understanding behaviours in context using mobile sensing
Nature Reviews Psychology
2023
Design and Implementation of Health and Risk Level Assessment for Socially Disadvantaged Patients
Applied Sciences
2022
Sensing Apps and Public Data Sets for Digital Phenotyping of Mental Health: Systematic Review
Journal of Medical Internet Research
2022
EarlyScreen
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
2022
Passive Way of Measuring QOL/Well-Being Levels Using Smartphone Log
Frontiers in Digital Health
2022
Applied Affective Computing
2022
First-Gen Lens
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
2022
Aiding clinical decision-making at the individual and community level using mobile sensor data – A study protocol for an experimental design (Preprint)
JMIR Research Protocols
2022
Predicting Multiple Sclerosis Outcomes During the COVID-19 Stay-at-home Period: Observational Study Using Passively Sensed Behaviors and Digital Phenotyping
JMIR Mental Health
2022
Smartphone Sensor Data for Identifying and Monitoring Symptoms of Mood Disorders: A Longitudinal Observational Study
JMIR Mental Health
2022
Digital phenotyping in psychiatry: A scoping review
Technology and Health Care
2022
CHI Conference on Human Factors in Computing Systems
2022
Estimating Mental Health Using Human-generated Big Data and Machine Learning
The Brain & Neural Networks
2022
Comprehensive Clinical Psychology
2022
Prediction of Impending Mood Episode Recurrence Using Real-Time Digital Phenotypes in Major Depression and Bipolar Disorders in South Korea: A Prospective Nationwide Cohort Study
SSRN Electronic Journal
2022
Comprehensive Clinical Psychology
2022
Cognitive bias modification for threat interpretations: using passive Mobile Sensing to detect intervention effects in daily life
Anxiety, Stress, & Coping
2022
Digital Technologies for Emotion-Regulation Assessment and Intervention: A Conceptual Review
Clinical Psychological Science
2022
Mobile sensing in psychological and educational research: Examples from two application fields
International Journal of Testing
2022
Longitudinal Relationships Between Depressive Symptom Severity and Phone-Measured Mobility: Dynamic Structural Equation Modeling Study
JMIR Mental Health
2022
Digital health tools for the passive monitoring of depression: a systematic review of methods
npj Digital Medicine
2022
Lecture Notes in Computer Science
2022
An exploration in remote blood pressure management: Application of daily routine pattern based on mobile data in health management
Fundamental Research
2022
Grouped feature importance and combined features effect plot
Data Mining and Knowledge Discovery
2022
2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2022
Predicting future sedentary behaviour using wearable and mobile devices
Information Processing & Management
2022
Diagnosis of Depressive Disorder Model on Facial Expression Based on Fast R-CNN
Diagnostics
2022
Comprehensive Clinical Psychology
2022
Technology and Mental Health: State of the Art for Assessment and Treatment
American Journal of Psychiatry
2022
Concurrent and prospective associations between fitbit wearable‐derived RDoC arousal and regulatory constructs and adolescent internalizing symptoms
Journal of Child Psychology and Psychiatry
2022
The relationship between text message sentiment and self-reported depression
Journal of Affective Disorders
2022
Software Architecture Patterns for Extending Sensing Capabilities and Data Formatting in Mobile Sensing
Sensors
2022
The Association Between Home Stay and Symptom Severity in Major Depressive Disorder: Preliminary Findings From a Multicenter Observational Study Using Geolocation Data From Smartphones
JMIR mHealth and uHealth
2021
Proceedings of the 2021 International Conference on Multimodal Interaction
2021
Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing
ACM Transactions on Computer-Human Interaction
2021
Predicting mental health using smart-phone usage and sensor data
Journal of Ambient Intelligence and Humanized Computing
2021
Digital health data-driven approaches to understand human behavior
Neuropsychopharmacology
2021
Predicting Symptoms of Depression and Anxiety Using Smartphone and Wearable Data
Frontiers in Psychiatry
2021
Sociodemographic characteristics of missing data in digital phenotyping
Scientific Reports
2021
Potential Applications of Mobile and Wearable Devices for Psychological Support During the COVID-19 Pandemic: A Review
IEEE Sensors Journal
2021
“Psyosphere”: A GPS Data-Analysing Tool for the Behavioural Sciences
Frontiers in Psychology
2021
Evaluation of Changes in Depression, Anxiety, and Social Anxiety Using Smartphone Sensor Features: Longitudinal Cohort Study
Journal of Medical Internet Research
2021
Screening for Depression in Mobile Devices Using Patient Health Questionnaire-9 (PHQ-9) Data: A Diagnostic Meta-Analysis via Machine Learning Methods
Neuropsychiatric Disease and Treatment
2021
Anomalies Detection Through Smartphone Sensors: A Review
IEEE Sensors Journal
2021
Internet of Things for Mental Health: Open Issues in Data Acquisition, Self-Organization, Service Level Agreement, and Identity Management
International Journal of Environmental Research and Public Health
2021
A Scoping Review of Sensors, Wearables, and Remote Monitoring For Behavioral Health: Uses, Outcomes, Clinical Competencies, and Research Directions
Journal of Technology in Behavioral Science
2021
Disturbed sleep as a clinical marker of wish to die: A smartphone monitoring study over three months of observation
Journal of Affective Disorders
2021
Just-in-Time Adaptive Mechanisms of Popular Mobile Apps for Individuals With Depression: Systematic App Search and Literature Review
Journal of Medical Internet Research
2021
Digital Phenotyping in Child and Adolescent Psychiatry: A Perspective
Harvard Review of Psychiatry
2021
Depression predictions from GPS-based mobility do not generalize well to large demographically heterogeneous samples
Scientific Reports
2021
Machine learning for the educational sciences
Review of Education
2021
ARGUS: Interactive visual analysis of disruptions in smartphone-detected Bio-Behavioral Rhythms
Visual Informatics
2021
The promise of machine learning in predicting treatment outcomes in psychiatry
World Psychiatry
2021
Breaking the Data Value-Privacy Paradox in Mobile Mental Health Systems Through User-Centered Privacy Protection: A Web-Based Survey Study
JMIR Mental Health
2021
Precision medicine and digital phenotyping: Digital medicine's way from more data to better health
Big Data & Society
2021
Leveraging Collaborative-Filtering for Personalized Behavior Modeling
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
2021
A Machine Learning Approach to Passively Informed Prediction of Mental Health Risk in People with Diabetes: Retrospective Case-Control Analysis
Journal of Medical Internet Research
2021
2021 IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE)
2021
Daily mobility patterns in patients with bipolar disorder and healthy individuals
Journal of Affective Disorders
2021
Predicting Depressive Symptom Severity Through Individuals’ Nearby Bluetooth Device Count Data Collected by Mobile Phones: Preliminary Longitudinal Study
JMIR mHealth and uHealth
2021
Active Assisted Living
2021
Passive sensing on mobile devices to improve mental health services with adolescent and young mothers in low-resource settings: the role of families in feasibility and acceptability
BMC Medical Informatics and Decision Making
2021
The Temporal Relationship Between Ecological Pain and Life-Space Mobility in Older Adults With Knee Osteoarthritis: A Smartwatch-Based Demonstration Study
JMIR mHealth and uHealth
2021
The Handbook of Personality Dynamics and Processes
2021
Sensing everyday activity: Parent perceptions and feasibility
Infant Behavior and Development
2021
Proceedings of the 14th ACM SIGSPATIAL International Workshop on Computational Transportation Science
2021
Ethical Development of Digital Phenotyping Tools for Mental Health Applications: Delphi Study
JMIR mHealth and uHealth
2020
On the requirements on spatial accuracy and sampling rate for transport mode detection in view of a shift to passive signalling data
Transportation Research Part C: Emerging Technologies
2020
Moodable: On feasibility of instantaneous depression assessment using machine learning on voice samples with retrospectively harvested smartphone and social media data
Smart Health
2020
Unobtrusive monitoring of behavior and movement patterns to detect clinical depression severity level via smartphone
Journal of Biomedical Informatics
2020
The potential of digital phenotyping to advance the contributions of mobile health to self-management science
Nursing Outlook
2020
Predicting personality from patterns of behavior collected with smartphones
Proceedings of the National Academy of Sciences
2020
EAI/Springer Innovations in Communication and Computing
2020
Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization
2020
Digital Sensory Phenotyping for Psychiatric Disorders
Journal of Psychiatry and Brain Science
2020
Technology in the Assessment, Treatment, and Management of Depression
Harvard Review of Psychiatry
2020
An Examination of Psychomotor Disturbance in Current and Remitted MDD: An RDoC Study
Journal of Psychiatry and Brain Science
2020
Lecture Notes in Computer Science
2020
Current Topics in Behavioral Neurosciences
2020
The Relationships of Deteriorating Depression and Anxiety With Longitudinal Behavioral Changes in Google and YouTube Use During COVID-19: Observational Study
JMIR Mental Health
2020
2020 IEEE Region 10 Symposium (TENSYMP)
2020
Integrated behavioral health treatments: innovations to achieve population impact
Translational Behavioral Medicine
2020
The Relationship Between Smartphone-Recorded Environmental Audio and Symptomatology of Anxiety and Depression: Exploratory Study
JMIR Formative Research
2020
Predicting Brain Functional Connectivity Using Mobile Sensing
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
2020
Passive Sensing of Prediction of Moment-To-Moment Depressed Mood among Undergraduates with Clinical Levels of Depression Sample Using Smartphones
Sensors
2020
Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems
2020
Assessing the relationship between routine and schizophrenia symptoms with passively sensed measures of behavioral stability
npj Schizophrenia
2020
The utility of smartphone-based, ecological momentary assessment for depressive symptoms
Journal of Affective Disorders
2020
Digital phenotyping for mental health of college students: a clinical review
Evidence Based Mental Health
2020
Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems
2020
Developments in Neuroethics and Bioethics
2020
Brexit and the geography of depression: A reply to Liew et al. (2020)
Social Science & Medicine
2020
Investigating the Relationships between Mobility Behaviours and Indicators of Subjective Well–Being Using Smartphone–Based Experience Sampling and GPS Tracking
European Journal of Personality
2020
AI in mental health
Current Opinion in Psychology
2020
From small sets of GPS trajectories to detailed movement profiles: quantifying personalized trip-dependent movement diversity
International Journal of Geographical Information Science
2020
Wearable Computing Technology for Assessment of Cognitive Functioning of Bipolar Patients and Healthy Controls
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
2020
Digital Psychiatry: Risks and Opportunities for Public Health and Wellbeing
IEEE Transactions on Technology and Society
2020
International Perspectives on Aging
2020
Smartphones within Psychological Science
2019
Progress in Brain Research
2019
Proceedings of the 1st International Workshop on Earable Computing
2019
Toward clinical digital phenotyping: a timely opportunity to consider purpose, quality, and safety
npj Digital Medicine
2019
Moving beyond self‐report data collection in the natural environment: A review of the past and future directions for ambulatory assessment in eating disorders
International Journal of Eating Disorders
2019
Leveraging Routine Behavior and Contextually-Filtered Features for Depression Detection among College Students
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
2019
Passively-sensed Behavioral Correlates of Discrimination Events in College Students
Proceedings of the ACM on Human-Computer Interaction
2019
Mobile Phone and Wearable Sensor-Based mHealth Approaches for Psychiatric Disorders and Symptoms: Systematic Review
JMIR Mental Health
2019
Smartphone Sensors for Health Monitoring and Diagnosis
Sensors
2019
Social physics: uncovering human behaviour from communication
Advances in Physics: X
2019
Multimodal Human and Environmental Sensing for Longitudinal Behavioral Studies in Naturalistic Settings: Framework for Sensor Selection, Deployment, and Management
Journal of Medical Internet Research
2019
Towards a comprehensive set of GPS-based indicators reflecting the multidimensional nature of daily mobility for applications in health and aging research
International Journal of Health Geographics
2019
A simple location-tracking app for psychological research
Behavior Research Methods
2019
Study of stress detection and proposal of stress-related features using commercial-off-the-shelf wrist wearables
Journal of Ambient Intelligence and Humanized Computing
2019
Automated Time Manager: Effectiveness of Self-Regulation on Time Management Through a Smartphone Application
IEEE Access
2019
Digital biomarkers for Alzheimer’s disease: the mobile/wearable devices opportunity
npj Digital Medicine
2019
The Role of Data Type and Recipient in Individuals’ Perspectives on Sharing Passively Collected Smartphone Data for Mental Health: Cross-Sectional Questionnaire Study
JMIR mHealth and uHealth
2019
Student engagement and wellbeing over time at a higher education institution
PLOS ONE
2019
Considerations for Designing Context-Aware Mobile Apps for Mental Health Interventions
International Journal of Environmental Research and Public Health
2019
Prediction of stress levels with LSTM and passive mobile sensors
Procedia Computer Science
2019
2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)
2019
Advances in Intelligent Systems and Computing
2019
Using Passive Smartphone Sensing for Improved Risk Stratification of Patients With Depression and Diabetes: Cross-Sectional Observational Study
JMIR mHealth and uHealth
2018
Correlations Between Objective Behavioral Features Collected From Mobile and Wearable Devices and Depressive Mood Symptoms in Patients With Affective Disorders: Systematic Review
JMIR mHealth and uHealth
2018
A review of physiological and behavioral monitoring with digital sensors for neuropsychiatric illnesses
Physiological Measurement
2018
Using Mobile Apps to Assess and Treat Depression in Hispanic and Latino Populations: Fully Remote Randomized Clinical Trial
Journal of Medical Internet Research
2018
Smartphones, Sensors, and Machine Learning to Advance Real-Time Prediction and Interventions for Suicide Prevention: a Review of Current Progress and Next Steps
Current Psychiatry Reports
2018
Systematic review of smartphone-based passive sensing for health and wellbeing
Journal of Biomedical Informatics
2018
2018 Eleventh International Conference on Mobile Computing and Ubiquitous Network (ICMU)
2018
Sensing Behavioral Change over Time
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
2018
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers
2018
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers
2018
Data-Driven Learning in High-Resolution Activity Sampling From Patients With Bipolar Depression: Mixed-Methods Study
JMIR Mental Health
2018
Group-Personalized Regression Models for Predicting Mental Health Scores From Objective Mobile Phone Data Streams: Observational Study
Journal of Medical Internet Research
2018
Tracking Depression Dynamics in College Students Using Mobile Phone and Wearable Sensing
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
2017
Predicting Symptom Trajectories of Schizophrenia using Mobile Sensing
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
2017
Using Mobile Sensing to Test Clinical Models of Depression, Social Anxiety, State Affect, and Social Isolation Among College Students
Journal of Medical Internet Research
2017
The promise of digital mood tracking technologies: are we heading on the right track?
Evidence Based Mental Health
2017
The Use of Telemedicine and Mobile Technology to Promote Population Health and Population Management for Psychiatric Disorders
Current Psychiatry Reports
2017
Personal Sensing: Understanding Mental Health Using Ubiquitous Sensors and Machine Learning
Annual Review of Clinical Psychology
Additional cited-by details will be shown when available from Crossref