Smartphone-Based Monitoring of Objective and Subjective Data in Affective Disorders: Where Are We and Where Are We Going? Systematic Review

Experiences of remote mood and activity monitoring in bipolar disorder: A qualitative study

(2017) K.E.A. Saunders et al.   EUROPEAN PSYCHIATRY

Longitudinal monitoring of heartbeat dynamics predicts mood changes in bipolar patients: A pilot study

(2017) Claudio Gentili et al.   JOURNAL OF AFFECTIVE DISORDERS

Time Spent Outdoors, Depressive Symptoms, and Variation by Race and Ethnicity

(2016) Kirsten M.M. Beyer et al.   AMERICAN JOURNAL OF PREVENTIVE MEDICINE

Behavioral activities collected through smartphones and the association with illness activity in bipolar disorder

(2016) Maria Faurholt-Jepsen et al.   INTERNATIONAL JOURNAL OF METHODS IN PSYCHIATRIC RESEARCH

Pharmacological and psychosocial treatment of depression in primary care: Low intensity and poor adherence and continuity

(2016) Maria S. Vuorilehto et al.   JOURNAL OF AFFECTIVE DISORDERS

Psychoeducation in bipolar disorder with a SIMPLe smartphone application: Feasibility, acceptability and satisfaction

(2016) Diego Hidalgo-Mazzei et al.   JOURNAL OF AFFECTIVE DISORDERS

Impact of Game-Inspired Infographics on User Engagement and Information Processing in an eHealth Program

(2016) Maria Leonora G Comello et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

The Use and Effectiveness of Mobile Apps for Depression: Results From a Fully Remote Clinical Trial

(2016) Patricia A Arean et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Ecological momentary assessment versus standard assessment instruments for measuring mindfulness, depressed mood, and anxiety among older adults

(2016) Raeanne C. Moore et al.   JOURNAL OF PSYCHIATRIC RESEARCH

Pilot randomised controlled trial of Help4Mood, an embodied virtual agent-based system to support treatment of depression

(2016) Christopher Burton et al.   JOURNAL OF TELEMEDICINE AND TELECARE

Automatic detection of social rhythms in bipolar disorder

(2016) Saeed Abdullah et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Bipolar disorder

(2016) Iria Grande et al.   LANCET

Mental health: There’s an app for that

(2016) Emily Anthes   NATURE

Classification of bipolar disorder episodes based on analysis of voice and motor activity of patients

(2016) Alban Maxhuni et al.   Pervasive and Mobile Computing

Predicting Mood Changes in Bipolar Disorder Through Heartbeat Nonlinear Dynamics

(2016) Gaetano Valenza et al.   IEEE Journal of Biomedical and Health Informatics

Voice analysis as an objective state marker in bipolar disorder

(2016) M Faurholt-Jepsen et al.   Translational Psychiatry

Mobile Sensing and Support for People With Depression: A Pilot Trial in the Wild

(2016) Fabian Wahle et al.   JMIR mHealth and uHealth

Is there Progress? An Overview of Selecting Biomarker Candidates for Major Depressive Disorder

(2016) Juan Joseph Young et al.   Frontiers in Psychiatry

Royal Australian and New Zealand College of Psychiatrists clinical practice guidelines for mood disorders

(2015) Gin S Malhi et al.   AUSTRALIAN AND NEW ZEALAND JOURNAL OF PSYCHIATRY

Smartphone data as an electronic biomarker of illness activity in bipolar disorder

(2015) Maria Faurholt-Jepsen et al.   BIPOLAR DISORDERS

24-HOUR ACTIVITY RHYTHM AND SLEEP DISTURBANCES IN DEPRESSION AND ANXIETY: A POPULATION-BASED STUDY OF MIDDLE-AGED AND OLDER PERSONS

(2015) Annemarie I. Luik et al.   DEPRESSION AND ANXIETY

Mood instability in bipolar disorder type I versus type II-continuous daily electronic self-monitoring of illness activity using smartphones

(2015) Maria Faurholt-Jepsen et al.   JOURNAL OF AFFECTIVE DISORDERS

Internet-based psychological interventions for bipolar disorder: Review of the present and insights into the future

(2015) Diego Hidalgo-Mazzei et al.   JOURNAL OF AFFECTIVE DISORDERS

Computerized Cognitive Behavior Therapy for Anxiety and Depression in Rural Areas: A Systematic Review

(2015) Kari Dee Vallury et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Mobile Phone Sensor Correlates of Depressive Symptom Severity in Daily-Life Behavior: An Exploratory Study

(2015) Sohrab Saeb et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Personalized Medicine: Review and Perspectives of Promising Baseline EEG Biomarkers in Major Depressive Disorder and Attention Deficit Hyperactivity Disorder

(2015) Sebastian Olbrich et al.   NEUROPSYCHOBIOLOGY

Psychiatric patients׳ internet use corresponds to the internet use of the general public

(2015) Friederike Trefflich et al.   PSYCHIATRY RESEARCH

Daily electronic self-monitoring in bipolar disorder using smartphones – the MONARCA I trial: a randomized, placebo-controlled, single-blind, parallel group trial

(2015) M. Faurholt-Jepsen et al.   PSYCHOLOGICAL MEDICINE

Smartphone Application for the Analysis of Prosodic Features in Running Speech with a Focus on Bipolar Disorders: System Performance Evaluation and Case Study

(2015) Andrea Guidi et al.   SENSORS

A review of depression and suicide risk assessment using speech analysis

(2015) Nicholas Cummins et al.   SPEECH COMMUNICATION

Complexity Index From a Personalized Wearable Monitoring System for Assessing Remission in Mental Health

(2015) Antonio Lanata et al.   IEEE Journal of Biomedical and Health Informatics

Smartphone-Based Recognition of States and State Changes in Bipolar Disorder Patients

(2015) Agnes Grunerbl et al.   IEEE Journal of Biomedical and Health Informatics

Daily electronic monitoring of subjective and objective measures of illness activity in bipolar disorder using smartphones– the MONARCA II trial protocol: a randomized controlled single-blind parallel-group trial

(2014) Maria Faurholt-Jepsen et al.   BMC Psychiatry

The Relationship Between Bipolar Disorder and Biological Rhythms

(2014) Robert Gonzalez   JOURNAL OF CLINICAL PSYCHIATRY

Psycho-Informatics: Big Data shaping modern psychometrics

(2014) Alexander Markowetz et al.   MEDICAL HYPOTHESES

Mobile phones as medical devices in mental disorder treatment: an overview

(2014) Franz Gravenhorst et al.   Personal and Ubiquitous Computing

Smartphone data as objective measures of bipolar disorder symptoms

(2014) Maria Faurholt-Jepsen et al.   PSYCHIATRY RESEARCH

What is the impact of mental health-related stigma on help-seeking? A systematic review of quantitative and qualitative studies

(2014) S. Clement et al.   PSYCHOLOGICAL MEDICINE

New Measures of Mental State and Behavior Based on Data Collected From Sensors, Smartphones, and the Internet

(2014) Tasha Glenn et al.   Current Psychiatry Reports

Advanced Technology Meets Mental Health: How smartphones, textile electronics, and signal processing can serve mental health monitoring, diagnosis, and treatment.

(2014) Gaetano Valenza et al.   IEEE Pulse

Mood recognition in bipolar patients through the PSYCHE platform: Preliminary evaluations and perspectives

(2013) Gaetano Valenza et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

The impact of repeated manic episodes and executive dysfunction on work adjustment in bipolar disorder

(2013) C. M. Bonnín et al.   EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE

First Experience With a Wireless System Incorporating Physiologic Assessments and Direct Confirmation of Digital Tablet Ingestions in Ambulatory Patients With Schizophrenia or Bipolar Disorder

(2013) John M. Kane et al.   JOURNAL OF CLINICAL PSYCHIATRY

The Clinical Effectiveness of Web-Based Cognitive Behavioral Therapy With Face-to-Face Therapist Support for Depressed Primary Care Patients: Randomized Controlled Trial

(2013) Ragnhild Sørensen Høifødt et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Wearable Monitoring for Mood Recognition in Bipolar Disorder Based on History-Dependent Long-Term Heart Rate Variability Analysis

(2013) Gaetano Valenza et al.   IEEE Journal of Biomedical and Health Informatics

Differences in psychomotor activity in patients suffering from unipolar and bipolar affective disorder in the remitted or mild/moderate depressive state

(2012) Maria Faurholt-Jepsen et al.   JOURNAL OF AFFECTIVE DISORDERS

Self-monitoring Using Mobile Phones in the Early Stages of Adolescent Depression: Randomized Controlled Trial

(2012) Sylvia Deidre Kauer et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Recurrence of major depressive disorder and its predictors in the general population: results from The Netherlands Mental Health Survey and Incidence Study (NEMESIS)

(2012) F. Hardeveld et al.   PSYCHOLOGICAL MEDICINE

Prevalence and Correlates of Bipolar Spectrum Disorder in the World Mental Health Survey Initiative

(2011) Kathleen R. Merikangas et al.   ARCHIVES OF GENERAL PSYCHIATRY

Harnessing Context Sensing to Develop a Mobile Intervention for Depression

(2011) Michelle Nicole Burns et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Reliability and validity of three quality rating instruments for systematic reviews of observational studies

(2011) Jennifer M. Hootman et al.   Research Synthesis Methods

Lifting the shroud on depression and premature mortality: A 49-year follow-up study

(2010) Wendy Thomson   JOURNAL OF AFFECTIVE DISORDERS

Community Attitudes to the Appropriation of Mobile Phones for Monitoring and Managing Depression, Anxiety, and Stress

(2010) Judith Proudfoot et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement

(2009) David Moher et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Population-Based Study of First Onset and Chronicity in Major Depressive Disorder

(2008) William W. Eaton et al.   ARCHIVES OF GENERAL PSYCHIATRY