ArticleInternational journal of bipolar disorders2018
Behavioural biomarkers and mobile mental health: a new paradigm.
Article in International journal of bipolar disorders, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 2 of them syntheses that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
23 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Smartphone-based interventions in bipolar disorder: Systematic review and meta-analyses of efficacy. A position paper from the International Society for Bipolar Disorders (ISBD) Big Data Task Force.Bipolar disorders · 2022Pooled it
- Feasibility of mHealth interventions for depressive symptoms in Latin America: a systematic review.International review of psychiatry (Abingdon, England) · 2021Pooled it
- Smartphone-based digital markers and clinical symptoms during therapy for Borderline Personality Disorder.Internet interventions · 2026Article
- Determinants of Digital Health Resource Utilization Among Individuals With Self-Reported Bipolar Disorder in Germany-A Cross-Sectional Study Based on the Andersen Model.Bipolar disorders · 2026Article
- Improving Work-Related Challenges in Psychiatric-Psychosomatic Clinics: Study Protocol for an Internet-Based Needs Assessment and Co-Design of a Training.JMIR research protocols · 2025Article
- REVEALS: an open-source multi-camera GUI for rodent behavior acquisition.Cerebral cortex (New York, N.Y. : 1991) · 2024Article
- Article
- Automated mood disorder symptoms monitoring from multivariate time-series sensory data: getting the full picture beyond a single number.Translational psychiatry · 2024Article
- Six weeks that changed the preterm infant brain: lessons learned from the Family Nurture Intervention randomized controlled trials.Frontiers in psychology · 2024Review
- The Selective Social Attention task in children with autism spectrum disorder: Results from the Autism Biomarkers Consortium for Clinical Trials (ABC-CT) feasibility study.Autism research : official journal of the International Society for Autism Research · 2023Article
- Exploring Digital Biomarkers of Illness Activity in Mood Episodes: Hypotheses Generating and Model Development Study.JMIR mHealth and uHealth · 2023Observational
- A Novel Approach to Clustering Accelerometer Data for Application in Passive Predictions of Changes in Depression Severity.Sensors (Basel, Switzerland) · 2023Article
- Current development of biosensing technologies towards diagnosis of mental diseases.Frontiers in bioengineering and biotechnology · 2023Review
- Conditioned Hallucinations and Prior Overweighting Are State-Sensitive Markers of Hallucination Susceptibility.Biological psychiatry · 2022Article
- Non-invasive diagnosis and monitoring tool of children's mental health: A point-of-care immunosensor for IL-6 quantification in saliva samples.Frontiers in neuroscience · 2022Article
- Personalized digital intervention for depression based on social rhythm principles adds significantly to outpatient treatment.Frontiers in digital health · 2022Article
- Specific depression dimensions are associated with a faster rate of cognitive decline in older adults.Alzheimer's & dementia (Amsterdam, Netherlands) · 2022Article
- [Digitalized psychiatry : Critical considerations on a new paradigm].Der Nervenarzt · 2021Review
- Digital Communication Biomarkers of Mood and Diagnosis in Borderline Personality Disorder, Bipolar Disorder, and Healthy Control Populations.Frontiers in psychiatry · 2021Article
- A psychiatrist's perspective from a COVID-19 epicentre: a personal account.BJPsych open · 2020Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Over recent decades, the field of psychiatry has allocated a vast amount of resources and efforts to make available more accurate and objective methods to diagnose, assess and monitor treatment outcomes in psychiatric disorders. Despite the optimism and some significant progress in biological markers, it has become increasingly evident that they are failing to meet initial expectations due to their lack of specificity, inconsistent reliability and limited availability. On the other hand, there is an increasingly emerging evidence of mobile technologies' feasibility to measure mental illness activity. Moreover, taking into account its widespread use, availability and potential to capture behavioural markers, mobile-connected technologies could be strong candidates to fill and complement-at least at some degree-the gaps that biological markers couldn't. This represents an especially interesting opportunity to reform our current diagnostic system using a bottom-up research methodology based on digital and biological markers data instead of the classical traditional top-down approach. Therefore, the field might benefit of further exploring this promising -and increasingly evidence-based- pathway as well as other auspicious alternatives in order to attain a more holistic and integrative approach in research, which could ultimately impact real-world clinical practice.
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Registered trials
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