Digital Phenotyping In Health Care

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Using digital phenotyping to understand health-related outcome…

(4 days ago) People also askCan digital phenotyping improve health care?In the end, the analysis shows how digital data informs potentials as well as challenges of precision medicine and digital phenotyping: a better health care for (some) individuals connected with individualisation and responsibilisation for all, with a prognosed shift from reactive to preventive medicine.Precision medicine and digital phenotyping: Digital medicine's way fro…journals.sagepub.comWhat is digital phenotyping for mental health?We review recent developments within digital phenotyping for mental health, a field dedicated to using digital data for diagnosing, predicting, and monitoring mental health problems. We especially focus on recent critiques and challenges to digital phenotyping from within the social sciences.Digital Phenotyping for Mental Health: Reviewing the Challenges of link.springer.comHow does digital phenotyping work?Many digital phenotyping studies integrate self-reports, health questionnaires, or other forms of experience sampling. For example, Zhang and colleagues explored mobility and symptoms of depression by linking phone location data with health questionnaires delivered via an open-source app every 2 weeks [ 26 ].Digital Phenotyping for Mental Health: Reviewing the Challenges of link.springer.comCan digital phenotyping be used in clinical trials?A consensus has yet to be reached on the best methods of data collection and processing, and more multidisciplinary collaboration between physicians and other fields is needed to unlock the full potential of digital phenotyping and allow for statistically powerful clinical trials to prove clinical utility.Digital phenotyping in psychiatry: A scoping review - PubMedpubmed.ncbi.nlm.nih.govFeedbackNaturehttps://www.nature.com/articles/s41746-019-0166-1Toward clinical digital phenotyping: a timely opportunity …WebThe success of digital phenotyping is contingent on hospitals, clinicians and health companies wanting to participate in the development of useful products for their patients and health care

https://www.sciencedirect.com/science/article/pii/S1386505623000795#:~:text=Digital%20phenotyping%20may%20detect%20changes%20in%20health%20outcomes,such%20as%20recall%20bias%2C%20and%20social%20desirability%20bias.

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Precision medicine and digital phenotyping: Digital …

(3 days ago) WebIn the end, the analysis shows how digital data informs potentials as well as challenges of precision medicine and digital phenotyping: a better health care for …

https://journals.sagepub.com/doi/full/10.1177/20539517211066452

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Introduction to Digital Phenotyping for Global Health

(2 days ago) WebBackground: The advent of personal mobile devices and the popularity of the Internet are generating unprecedented amounts of data, which can be harnessed to shed …

https://link.springer.com/chapter/10.1007/978-3-030-47994-7_15

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Digital phenotyping in psychiatry: When mental health …

(3 days ago) WebThis concept of observing online proxies of behavior and emotions to understand human psyche has ramified into dimensions of mental health care and is …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8709510/

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Toward clinical digital phenotyping: a timely …

(3 days ago) Webof care stages, from screening, diagnosis, monitoring, and patient and health-service costs. Digital phenotyping using voice analysis22 provides a proof of concept for new …

https://www.nature.com/articles/s41746-019-0166-1.pdf

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Digital phenotyping and sensitive health data: …

(3 days ago) WebWhere digital phenotyping allows health-related insights to be drawn from an increasingly diverse range of data, greater regulatory clarity on the categorization and …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8363798/

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Using digital phenotyping to understand health-related …

(7 days ago) WebDigital phenotyping may detect changes in health outcomes and potentially lead to proactive measures to mitigate health declines and avoid major medical events. …

https://www.sciencedirect.com/science/article/pii/S1386505623000795

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Digital phenotyping - ScienceDirect

(Just Now) WebDigital phenotyping of mental health. Mental illness manifests itself in a range of signs and symptoms. The aim of an assessment tool is to measure such …

https://www.sciencedirect.com/science/article/pii/B9780128222010000022

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Digital Phenotyping for Mental Health: Reviewing the Challenges …

(Just Now) WebThe term digital phenotyping was put forward by the Harvard medical researchers Jussi-Pekka Onnela, John Torous, and their co-authors in two papers …

https://link.springer.com/article/10.1007/s11920-022-01358-9

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Digital phenotyping in psychological and medical - ScienceDirect

(7 days ago) WebDigital phenotyping represents a new exciting area in the psychological and medical sciences [3], Trust on the individual’s side is also necessary to allow digital …

https://www.sciencedirect.com/science/article/pii/S2352250X20300427

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Digital Phenotyping and Patient-Generated Health Data for …

(1 days ago) WebDigital phenotyping-the moment-by-moment quantification of human phenotypes in situ using data related to activity, behavior, and communications, from …

https://pubmed.ncbi.nlm.nih.gov/33333915/

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Using digital phenotyping to understand health-related outcomes: …

(1 days ago) WebBackground: Digital phenotyping may detect changes in health outcomes and potentially lead to proactive measures to mitigate health declines and avoid major medical events. …

https://pubmed.ncbi.nlm.nih.gov/37030145/

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Deep Digital Phenotyping and Digital Twins for Precision Health: …

(5 days ago) WebThis viewpoint describes the urgent need for more large-scale, deep digital phenotyping to advance toward precision health. It describes why and how to combine …

https://www.jmir.org/2020/3/e16770/

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Digital phenotyping in psychiatry: A scoping review - PubMed

(1 days ago) WebTechnol Health Care. 2022;30(6):1331-1342. doi: 10.3233/THC-213648. Authors Background: Digital phenotyping has been defined as the moment-by-moment …

https://pubmed.ncbi.nlm.nih.gov/35661034/

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Digital phenotyping for assessment and prediction of mental …

(4 days ago) WebDigital phenotyping holds potential value for public health, if it could scale up population health screening and improve early detection of diseases. Study rationale The ubiquity …

https://bmjopen.bmj.com/content/9/12/e032255

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Digital Phenotyping: Data-Driven Psychiatry to Redefine Mental …

(4 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 …

https://www.jmir.org/2023/1/e44502

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Ethical Development of Digital Phenotyping Tools for Mental …

(3 days ago) WebBackground. Digital phenotyping (also known as personal sensing, intelligent sensing, or body computing) involves the collection of biometric and personal …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8367187/

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Enhancing Global Mental Health Care With Digital Tools and AI for

(1 days ago) WebCan AI/machine learning-driven digital phenotyping facilitate global personalized medicine? In this Q&A, Vikram Patel, MBBS, PhD, the Paul Farmer Professor and chair …

https://podcasts.apple.com/us/podcast/enhancing-global-mental-health-care-with-digital-tools/id1244256551?i=1000654445788

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Digital Phenotyping: emerging HealthTech sub sector is 'one to …

(6 days ago) WebExec Summary:Digital phenotyping is a rapidly growing field that uses data collected from personal digital devices to measure and understand human behaviour …

https://www.healthcare.digital/single-post/digital-phenotyping-emerging-healthtech-sub-sector-is-one-to-watch-in-2024-and-2025

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How AI Is Being Used to Treat Mental Illnesses - Business Insider

(6 days ago) WebMental-health professionals explore AI-powered digital therapeutics to treat patients and improve care. AI is being used in the understaffed mental-health-care field …

https://www.businessinsider.com/artificial-intelligence-treating-mental-illness-and-used-in-therapy-2024-4

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AI-powered ‘deep medicine’ could transform healthcare in the …

(Just Now) WebDeep phenotyping refers to a comprehensive picture of an individual’s health data across a full lifetime. A deep phenotype goes far beyond the limited data collected …

https://thenextweb.com/news/ai-powered-deep-medicine-could-transform-healthcare-in-the-nhs&c=6115710657075449555&mkt=en-us

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Deep Digital Phenotyping and Digital Twins for Precision Health: …

(1 days ago) WebAbstract. This viewpoint describes the urgent need for more large-scale, deep digital phenotyping to advance toward precision health. It describes why and how to …

https://pubmed.ncbi.nlm.nih.gov/32130138/

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AHRQ guide provides ways to support equity through digital …

(3 days ago) WebThe Agency for Healthcare Research and Quality recently released a guide to help health systems and other stakeholders assess and advance equity in health …

https://www.aha.org/news/headline/2024-04-25-ahrq-guide-provides-ways-support-equity-through-digital-health-care-technology

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International conference in Tampa helps advance use of voice and …

(6 days ago) WebAbout Health News. USF Health News highlights the great work of the faculty, staff and students across the four health colleges – Morsani College of Medicine, College of …

https://www.usf.edu/health/news/2024/bridge2ai_symposium_2024.aspx

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IDB and PAHO Join Forces to Drive Digital Health and Pandemic

(6 days ago) WebThe new agreement will focus on three priority areas: health systems strengthening based on primary health care; information systems and digital health; …

https://www.paho.org/en/news/25-4-2024-idb-and-paho-join-forces-drive-digital-health-and-pandemic-preparedness-latin

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Ethical Development of Digital Phenotyping Tools for Mental …

(1 days ago) WebThe panelists focused primarily on clinical applications for digital phenotyping for mental health but also included recommendations regarding …

https://pubmed.ncbi.nlm.nih.gov/34319252/

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Top digital health funding: Transcarent, Nuvo Group, Trovo Health

(5 days ago) WebTranscarent raises $126M, valued at $2.2B. General Catalyst, Providence's venture arm and 7WireVentures were among the notable digital health investors this week.

https://www.modernhealthcare.com/digital-health/top-funding-transcarent-nuvo-group-trovo-health

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