Digital Phenotyping Mental Health
Listing Websites about Digital Phenotyping Mental Health
Digital phenotyping in psychiatry: When mental health goes bin…
(3 days ago) People also askWhat is digital phenotyping?This concept of observing online proxies of behavior and emotions to understand human psyche has ramified into dimensions of mental health care and is called digital phenotyping. Digital phenotyping is defined as moment-by-moment quantification of individual-level human phenotype in situ, using data from personal digital devices. [ 1]Digital phenotyping in psychiatry: When mental health goes binaryncbi.nlm.nih.govWhat is digital phenotyping of mental health?Mental states are manifested in many aspects including emotion, behavior, cognition, sociality and biological features. The big data from ubiquitous sensors, social media and healthcare systems provides unprecedented opportunities for digital phenotyping of mental health.A survey on big data-driven digital phenotyping of mental sciencedirect.comDoes digital phenotyping help psychiatry?Because digital phenotyping stands to address genuine gaps in assessment and treatment of mental health issues, psychiatry is particularly well placed to show leadership in this newest of “big data” disciplines. The literature search results that support this narrative review are available from the corresponding author upon reasonable request.Toward clinical digital phenotyping: a timely opportunity to consider nature.comCan digital phenotyping improve youth mental health?There are now a broad range of potential applications for digital phenotyping with clinical relevance in youth mental health and that are the subject of active evaluation. These span the breadth of care stages, from screening, diagnosis, monitoring, and treatment, including early intervention and relapse prevention.Toward clinical digital phenotyping: a timely opportunity to consider nature.comFeedbackNational Center for Biotechnology Informationhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8709510Digital phenotyping in psychiatry: When mental health …WebThis concept of observing online proxies of behavior and emotions to understand human psyche has ramified into dimensions of mental health care and is called digital phenotyping. Digital phenotyping is defined as moment-by-moment quantification of …
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Digital phenotyping: Data-driven psychiatry to redefine mental …
(5 days ago) WebThe term "digital phenotype" refers to the digital footprint left by patient-environment interactions. It has potential for both research and clinical applications but challenges our …
https://psycnet.apa.org/record/2024-16500-001
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Digital phenotyping for assessment and prediction of mental …
(4 days ago) WebThis abstraction will provide more high-level vision on relationships between digital phenotyping and mental health disorders, and will help to identify gaps requiring …
https://bmjopen.bmj.com/content/9/12/e032255
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Digital Phenotyping for Mental Health: Reviewing the Challenges …
(Just Now) WebDigital phenotyping for mental health is a rapidly growing and developing field, but with considerable challenges that are not easily solvable. This includes when, and if, data …
https://link.springer.com/article/10.1007/s11920-022-01358-9
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Opportunities and needs in digital phenotyping - Nature
(9 days ago) WebHarnessing smartphone-based digital phenotyping to enhance behavioral and mental health. Neuropsychopharmacology. 2016;41:1691–96. Article PubMed PubMed Central …
https://www.nature.com/articles/s41386-018-0051-7
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Harnessing Smartphone-Based Digital Phenotyping to Enhance
(Just Now) WebThe extent to which digital phenotyping may fulfill its potential as a tool for advancing research and care in psychiatry, as well as for enhancing mental health, is an empirical …
https://www.nature.com/articles/npp20167
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Digital phenotyping for mental health of college students: a …
(1 days ago) WebThis narrative review of 25 digital phenotyping studies with college students explored how this method has been deployed, studied and has impacted mental health outcomes. We …
https://pubmed.ncbi.nlm.nih.gov/32998937/
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Digital Phenotyping of Mental Health using multimodal sensing of
(7 days ago) WebDigital Phenotyping of Mental Health (DPMH) is a research area that focuses on investigating and developing new ubiquitous solutions to detect multiple situations of …
https://www.sciencedirect.com/science/article/pii/S1532046422002830
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A critical analysis of digital phenotyping and the neuro-digital
(3 days ago) Web“Closing the loop”: The promise of digital phenotyping mental health interventions. DP is a techno-discursive paradigm that provides new frameworks for understanding human …
https://journals.sagepub.com/doi/full/10.1177/20539517221149097
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A survey on big data-driven digital phenotyping of mental health
(7 days ago) WebFig. 2 presents one general research framework of digital phenotyping for mental health. The conceptual layer describes the five key factors related with mental health and well …
https://www.sciencedirect.com/science/article/pii/S1566253518305244
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Using Wearable Digital Devices to Screen Children for Mental …
(1 days ago) WebNevertheless, our team has found that digital phenotyping for mental health screening in children demonstrates promising accuracy (i.e., 80–81% [24,44]) and specificity (i.e., …
https://www.mdpi.com/1424-8220/24/10/3214
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[PDF] Digital phenotyping for mental health of college students: a
(2 days ago) WebA narrative review of 25 digital phenotyping studies with college students explored how this method has been deployed, studied and has impacted mental health outcomes and …
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Digital phenotyping - Wikipedia
(9 days ago) WebDigital phenotyping is a multidisciplinary field of science, first defined in a May 2016 paper in JMIR Mental Health authored by John Torous, Mathew V Kiang, Jeanette Lorme, and …
https://en.wikipedia.org/wiki/Digital_phenotyping
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Towards Proactive Mental Health: Harnessing Data and Technology
(2 days ago) WebDiscover how the integration of technology and healthcare can lead to proactive and tailored approaches to improving human health and performance. Through innovative ML/AI …
https://cri.northeastern.edu/towards-proactive-mental-health-harnessing-data-and-technology/
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Digital phenotyping in mental health - Black Dog Institute
(1 days ago) WebUsing technology to better understand behaviour related to mental ill health. The new science of digital phenotyping uses data collected from smart devices to build a rich, …
https://www.blackdoginstitute.org.au/research/data-analytics/digital-phenotyping/
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Predictors for interest to participate in digital mental health …
(8 days ago) WebDue to a multitude of factors, the onset of the COVID-19 pandemic resulted in a significant increase in mental health issues within society, including depression and anxiety. Due …
https://bmcdigitalhealth.biomedcentral.com/articles/10.1186/s44247-024-00080-1
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Data mining for health: staking out the ethical territory of digital
(9 days ago) WebThus far, most published reports of digital phenotyping have focused on measures of mental health, such as relapse from depression or risk for psychotic episodes. 9,10,11 …
https://www.nature.com/articles/s41746-018-0075-8
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AI, social media help track population-based mental health patterns
(1 days ago) WebMay 15, 2024 - Researchers from Stony Brook University, Stanford University and the University of Pennsylvania have developed an AI-based system to track rates of …
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Digital Well-being for Youth Hogg Foundation for Mental Health
(2 days ago) WebBy some accounts, young people’s relationship to technology is an unfolding crisis. It is now commonplace for adults to lament the “screen time” of young people and worry about its …
https://hogg.utexas.edu/digital-well-being-for-youth
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Behavioral Health in New Jersey Hackensack Meridian Health
(Just Now) WebBehavioral Health and Psychiatry Prioritizing Mental Health & Addiction Recovery Every Day. Mental health conditions and substance use are at epidemic proportions across …
https://www.hackensackmeridianhealth.org/en/services/behavioral-health
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NAMI Greater Bergen: Mental Health Support, Education
(Just Now) WebHelping Those In Need. NAMI started as a small group of families gathered around a kitchen table in 1979 has blossomed into the nation's leading voice on mental health. Today, we …
https://namigreaterbergen.org/
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Examining health apps and wearable use in improving physical …
(Just Now) WebOnnela, J. & Rauch, S. L. Harnessing smartphone-based digital phenotyping to enhance behavioral and mental health. Neuropsychopharmacology 41 (7), 1691–1696 (2016).
https://www.nature.com/articles/s41598-024-61268-z
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What's wrong with my mouse? Behavioral phenotyping of …
(5 days ago) WebCrawley, J. N. (2007). What's wrong with my mouse? Behavioral phenotyping of transgenic and knockout mice (2nd ed.). John Wiley & Sons Inc. https:// including measurements …
https://psycnet.apa.org/record/2007-01631-000
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