Select Publications
You can view a complete list of our publications here.
2022
- Digital phenotyping correlations in larger mental health samples: analysis and replication
- Enabling research and clinical use of patient-generated health data (the mindLAMP platform): digital phenotyping study
- Similarity matrix-based anomaly detection for clinical intervention
- Applying machine learning to smartphone based cognitive and sleep assessments in schizophrenia
- Impact of Digital Literacy Training on Outcomes for People With Serious Mental Illness in Community and Inpatient Settings
- Regulatory considerations to keep pace with innovation in digital health products
- Excessive screen time behaviors and cognitive difficulties among adolescents in the United States: Results from the 2017 and 2019 national youth risk behavior survey
- A qualitative exploration of perceived needs and barriers of individuals with schizophrenia, caregivers and clinicians in using mental health applications in Madhya Pradesh, India
- Evidence‐informed is not enough: digital therapeutics also need to be evidence‐based
- College student engagement with mental health apps: Analysis of barriers to sustained use
- Smartphone Ownership, Smartphone Utilization, and Interest in Using Mental Health Apps to Address Substance Use Disorders: Literature Review and Cross-sectional Survey Study
- Assessment of Smartphone Apps for Common Neurologic Conditions (Headache, Insomnia, and Pain): Cross-sectional Study
- Development of a Mobile Assessment Tool for Understanding Social Comparison Processes Among Individuals With Schizophrenia: Two-Phase Survey Study
- Longitudinal symptom changes and association with home time in people with schizophrenia: An observational digital phenotyping study
- Smartphone apps for eating disorders: An overview of the marketplace and research trends
- Teaching telepsychiatry skills: building on the lessons of the COVID-19 pandemic to enhance mental health care in the future.
- Coaching to Support Mental Health Apps: Exploratory Narrative Review
- Problematic Internet Use Before and During the COVID-19 Pandemic in Youth in Outpatient Mental Health Treatment: App-Based Ecological Momentary Assessment Study
2021
- Smartphone Health Assessment for Relapse Prevention (SHARP): a digital solution toward global mental health
- Conceptualization of psychosis in psychiatric nosology: Past, present, and the future.
- Anomaly detection to predict relapse risk in schizophrenia
- Technology Enabled Clinical Care (TECC): Protocol for a Prospective Longitudinal Cohort Study of Smartphone-Augmented Mental Health Treatment
- Marketplace and literature review of Spanish language mental health apps
- Psychiatric rehabilitation through teaching smartphone skills to improve functional outcomes in serious mental illness
- Evaluating evaluation frameworks: a scoping review of frameworks for assessing health apps
- Investigating Associations Between Screen Time and Symptomatology in Individuals With Serious Mental Illness: Longitudinal Observational Study
- Digital phenotyping of student mental health during COVID-19: an observational study of 100 college students
- Advancing Translational Research Through the Interface of Digital Phenotyping and Neuroimaging: A Narrative Review
- Assessing mental health apps marketplaces with objective metrics from 29,190 data points from 278 apps
- Mental Health App Evaluation: Updating the American Psychiatric Association’s Framework Through a Stakeholder-Engaged Workshop
- Introducing an implementation framework for augmenting care with digital technology for early psychosis patients: theory and motivation
2020
- A narrative review of methods for applying user experience in the design and assessment of mental health smartphone interventions
- Digital Navigators to Implement Smartphone and Digital Tools in Care
- Multiple uses of app instead of using multiple apps–a case for rethinking the digital health technology toolbox
- A framework for competencies for the use of mobile technologies in psychiatry and medicine: scoping review
- Digital mental health and COVID-19: using technology today to accelerate the curve on access and quality tomorrow
- Advancing E-Mental Health in Canada: Report From a Multistakeholder Meeting
- Genome-wide association analysis of insomnia using data from Partners Biobank
- Technology Evaluation and Assessment Criteria for Health Apps (TEACH-Apps): Pilot Study
- Patient innovation in investigating the effects of environmental pollution in schizophrenia: case report of digital phenotyping beyond apps
- Guidelines for Wrist-Worn Wearable Assessment of Heart Rate in Biobehavioral Research
- Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit During COVID-19: Observational Study
- Cognition in context: understanding the everyday predictors of cognitive performance in a new era of measurement
- Characteristics of Neuropsychiatric Mobile Health Trials: Cross-Sectional Analysis of Studies Registered on ClinicalTrials. gov
- Social Media Reveals Psychosocial Effects of the COVID-19 Pandemic
- Sharing Clinical Notes in Psychotherapy: A New Tool to Strengthen Patient Autonomy
- ReMindCare App for Early Psychosis: Pragmatic Real World Intervention and Usability Study
- Psychosocial Effects of the COVID-19 Pandemic: Large-scale Quasi-Experimental Study on Social Media
- The role of digital navigators in promoting clinical care and technology integration into practice
- Teaching Digital Health Ethics–Considerations and Lessons in Hands on Learning.
- Dropout rates in clinical trials of smartphone apps for depressive symptoms: a systematic review and meta-analysis
- Digital opportunities for outcomes in recovery services (DOORS): A pragmatic hands-on group approach toward increasing digital health and smartphone competencies, autonomy …
- Understanding the evolving preferences for use of health information technology among adults with self reported anxiety and depression in the US
- COVID-19, mobile health and serious mental illness
- Towards precision clinical trials and personalized prevention in CHR with smartphone digital phenotyping and personal sensing tools.
- Towards clinically actionable digital phenotyping targets in schizophrenia
- Feasibility and correlations of smartphone meta‐data toward dynamic understanding of depression and suicide risk in schizophrenia
- The digital clinic: implementing technology and augmenting care for mental health
- Actionable health app evaluation: translating expert frameworks into objective metrics
- Longitudinal trends in the quality, effectiveness and attributes of highly rated smartphone health apps
- Verbal memory measurement towards digital perspectives in first-episode psychosis: A review
- A meta‐review of “lifestyle psychiatry”: the role of exercise, smoking, diet and sleep in the prevention and treatment of mental disorders
- College student engagement with mental health apps: analysis of barriers to sustained use
- Changes to the Psychiatric Chatbot Landscape: A Systematic Review of Conversational Agents in Serious Mental Illness: Changements du paysage psychiatrique des chatbots: une …
- Smartphone Apps for College Mental Health: A Concern for Privacy and Quality of Current Offerings
- Digital health around clinical high risk and first-episode psychosis
- Digital phenotyping for mental health of college students: a clinical review
- Deriving symptom networks from digital phenotyping data in serious mental illness
- Is there a clinically relevant, publicly accessible app for that? Exploring the clinical relevance and availability of mobile apps for schizophrenia and psychosis.
- Making mental health more accessible in light of COVID-19: Scalable digital health with digital navigators in low and middle-income countries
- Interest and readiness for digital mental health in coordinate specialty care for early course psychosis: A survey study of 42 programs in 30 states
- Case studies from the digital clinic: integrating digital phenotyping and clinical practice into today’s world
2019
- Assessing the potential of longitudinal smartphone based cognitive assessment in schizophrenia: A naturalistic pilot study
- Using a Smartphone App to Identify Clinically Relevant Behavior Trends via Symptom Report, Cognition Scores, and Exercise Levels: A Case Series
- Actionable digital phenotyping: a framework for the delivery of just-in-time and longitudinal interventions in clinical healthcare
- Considering the Therapeutic Alliance in Digital Mental Health Interventions
- Building the case for actionable ethics in digital health research supported by artificial intelligence
- Leveraging Digital Health and Machine Learning Toward Reducing Suicide—From Panacea to Practical Tool
- Targeting depressive symptoms with technology
- Creating a Digital Health Smartphone App and Digital Phenotyping Platform for Mental Health and Diverse Healthcare Needs: an Interdisciplinary and Collaborative Approach
- Deriving a practical framework for the evaluation of health apps
- Smartphone, Social Media, and Mental Health App Use in an Acute Transdiagnostic Psychiatric Sample
- Towards remote digital phenotyping of cognition in schizophrenia
- A new hope for early psychosis care: the evolving landscape of digital care tools
- Development of a decision-making checklist tool to support technology selection in digital health research
- Electronic Ecological Momentary Assessment (EMA) in youth with bipolar disorder: Demographic and clinical predictors of electronic EMA adherence
- Expanding, Augmenting, and Operationalizing Ethical and Regulatory Considerations for Using Social Media Platforms in Research and Health Care.
- Assessment of the Data Sharing and Privacy Practices of Smartphone Apps for Depression and Smoking Cessation
- Chatbots and Conversational Agents in Mental Health: A Review of the Psychiatric Landscape
- Mobilizing mHealth Data Collection in Older Adults: Challenges and Opportunities
- The Opportunity and Obstacles for Smartwatches and Wearable Sensors
- Using science to sell apps: Evaluation of mental health app store quality claims
- Augmenting Mental Health in Primary Care: A 1-Year Study of Deploying Smartphone Apps in a Multi-site Primary Care/Behavioral Health Integration Program
- Towards a consensus around standards for smartphone apps and digital mental health
- Understanding the quality, effectiveness and attributes of top-rated smartphone health apps
2018
- Clinical Informatics in Psychiatric Training: Preparing Today’s Trainees for the Already Present Future
- Beyond smartphones and sensors: choosing appropriate statistical methods for the analysis of longitudinal data
- The efficacy of smartphone‐based mental health interventions for depressive symptoms: a meta‐analysis of randomized controlled trials
- The Emerging Imperative for a Consensus Approach Toward the Rating and Clinical Recommendation of Mental Health Apps
- A new window into psychosis: The rise digital phenotyping, smartphone assessment, and mobile monitoring
- Mental Health Mobile Phone App Usage, Concerns, and Benefits Among Psychiatric Outpatients: Comparative Survey Study
- Smartphones, Sensors, and Machine Learning to Advance Real-Time Prediction and Interventions for Suicide Prevention: a Review of Current Progress and Next Steps
- The Complexity of Mental Health App Privacy Policies: A Potential Barrier to Privacy
- Characterizing the clinical relevance of digital phenotyping data quality with applications to a cohort with schizophrenia
- A Hierarchical Framework for Evaluation and Informed Decision Making Regarding Smartphone Apps for Clinical Care
- Developing a Digitally Informed Curriculum in Psychiatry Education and Clinical Practice
- Relapse prediction in schizophrenia through digital phenotyping: a pilot study
- Toward Impactful Collaborations on Computing and Mental Health
2017
- Mobile Phone Use in Psychiatry Residents in the United States: Multisite Cross-Sectional Survey Study
- Utilizing a Culturally-Modified Smartphone App to Increase Engagement in Depression Treatment among Chinese Americans: A Pilot Study
- Can smartphone mental health interventions reduce symptoms of anxiety? A meta-analysis of randomized controlled trials
- Characterizing Smartphone Engagement for Schizophrenia: Results of a Naturalist Mobile Health Study
- Data Security and Privacy in Apps for Dementia: An Analysis of Existing Privacy Policies
- Patient-Driven Innovation for Mobile Mental Health Technology: Case Report of Symptom Tracking in Schizophrenia
- Methodology and Reporting of Mobile Heath and Smartphone Application Studies for Schizophrenia
- Needed Innovation in Digital Health and Smartphone Applications for Mental HealthTransparency and Trust
- New dimensions and new tools to realize the potential of RDoC: digital phenotyping via smartphones and connected devices
- Navigating Ethics in the Digital Age: Introducing Connected and Open Research Ethics (CORE), a Tool for Researchers and Institutional Review Boards
2016
- Technology-Based Early Warning Systems for Bipolar Disorder: A Conceptual Framework
- Digital Technology Use Among Individuals with Schizophrenia: Results of an Online Survey
- New Tools for New Research in Psychiatry: A Scalable and Customizable Platform to Empower Data Driven Smartphone Research
- Interrater Reliability of mHealth App Rating Measures: Analysis of Top Depression and Smoking Cessation Apps
- The digital placebo effect: mobile mental health meets clinical psychiatry
