Big Data Mental Health Research

Listing Websites about Big Data Mental Health Research

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Overview of the role of big data in mental health: A …

(7 days ago) WebBackground: Big Data offers promise in the field of mental health and plays an important part when it comes to automation, analysis and prediction of mental health disorders.. Objective: The purpose of this scoping review is to explore how big data was …

https://www.sciencedirect.com/science/article/pii/S2666990022000271

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'Big data' in mental health research: current status and …

(1 days ago) WebPurpose: 'Big data' are accumulating in a multitude of domains and offer novel opportunities for research. The role of these resources in mental health investigations remains …

https://pubmed.ncbi.nlm.nih.gov/27465245/

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How data science can advance mental health research

(9 days ago) WebRuss et al. discuss the broad applications of data science to mental health research and consider future ways that big data can improve detection, diagnosis, …

https://www.nature.com/articles/s41562-018-0470-9

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‘Big data’ in mental health research: Current status and …

(5 days ago) WebPurpose: ‘Big data’ are accumulating in a multitude of domains and offer novel opportunities for research. The role of these resources in mental health …

https://psycnet.apa.org/record/2016-37342-001

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‘Big data’ in mental health research: current status and …

(9 days ago) WebPurpose ‘Big data’ are accumulating in a multitude of domains and offer novel opportunities for research. The role of these resources in mental health investigations remains …

https://link.springer.com/article/10.1007/s00127-016-1266-8

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Using big data to advance mental health research

(3 days ago) WebInterest in data science in mental health research has been further heightened by the widely acknowledged need for improved diagnostic precision and individualised risk …

https://mentalhealth.bmj.com/content/23/1/1

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Using big data to advance mental health research

(1 days ago) WebUsing big data approaches to tackle complex mental health problems is now felt to be a key research priority moving forward. There-fore, Evidence Based Mental Health has …

https://mentalhealth.bmj.com/content/ebmental/23/1/1.full.pdf

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Using big data to advance mental health research - PMC

(4 days ago) WebUsing big data to advance mental health research. Over the past decade there has been an increasing awareness of the potential for data science to make …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10231518/

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‘Big data’ in mental health research: current status and emerging

(6 days ago) WebThe role of these resources in mental health investigations remains relatively unexplored, although a number of datasets are in use and supporting a range of projects. We sought …

https://www.springermedicine.com/big-data-in-mental-health-research-current-status-and-emerging-p/20575932

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Big data in mental health research – do the ns justify the means?

(3 days ago) WebIn fact, one of the best examples of big data that we have in UK mental health, CRIS, also includes a parallel community survey component, the South East London Community …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5451644/

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Big data and the goal of personalized health interventions

(Just Now) WebFinally, while big data should improve the reproducibility and replicability in mental health research, there are specific issues in the context of machine learning. …

https://www.sciencedirect.com/science/article/pii/B9780128222010000216

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Social media big data analysis for mental health research

(Just Now) WebAbstract. Mental health problems are widely recognized as a major public health challenge worldwide. This highlights the need for effective tools for detecting …

https://www.sciencedirect.com/science/article/pii/B9780128222010000186

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Leveraging big data for causal understanding in mental health: a

(8 days ago) WebOver the past 30 years there have been numerous large-scale and longitudinal psychiatric research efforts to improve our understanding and treatment of mental health …

https://www.frontiersin.org/journals/psychiatry/articles/10.3389/fpsyt.2024.1337740/full

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Big data in mental health research – do the ns justify the means?

(7 days ago) WebRecent advances. The most extensive electronic health data available for research in the UK are collected in primary care. For example, the Clinical Practice Research Datalink …

https://www.cambridge.org/core/journals/bjpsych-bulletin/article/big-data-in-mental-health-research-do-the-ns-justify-the-means-using-large-datasets-of-electronic-health-records-for-mental-health-research/3AB9E3C476813C965B7EAF2359788EB5

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Opportunities and challenges of using social media big data

(Just Now) WebThe present commentary discusses how social media big data could be used in mental health research to assess the impact of major global crises such as the …

https://link.springer.com/article/10.1007/s44192-022-00017-y

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Using big data to advance mental health research - PubMed

(1 days ago) WebUsing big data to advance mental health research. Using big data to advance mental health research Evid Based Ment Health. 2020 Feb;23(1):1. doi: 10.1136/ebmental …

https://pubmed.ncbi.nlm.nih.gov/31959731/

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Big Data Mental Health Innovations

(Just Now) WebThe importance of Big Data. Big data such as this is important for several reasons. Many mental health studies are based on relatively small sample sizes, which come with …

https://mentalhealthinnovations.org/data-research/the-use-of-big-data/

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Big data opportunities for social behavioral and mental health …

(1 days ago) WebBig data opportunities for social behavioral and mental health research. Big data opportunities for social behavioral and mental health research Soc Sci Med. 2017 …

https://pubmed.ncbi.nlm.nih.gov/28755794/

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Measuring algorithmic bias to analyze the reliability of AI - Nature

(Just Now) WebBehavioral data from smartphones and mental health outcomes collected during a U.S.-based NIMH-funded study 3,25,26,27,28,29 were used to train and …

https://www.nature.com/articles/s44184-024-00057-y

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Big Data analytics and artificial intelligence in mental health

(Just Now) Web7 December 2022. WHO/Europe is holding a 1-day hybrid meeting on 7 December focusing on innovations related to Big Data analytics and artificial intelligence (AI) in the field of …

https://www.who.int/europe/news-room/events/item/2022/12/07/default-calendar/big-data-analytics-and-artificial-intelligence-in-mental-health

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Research: More People Use Mental Health Benefits When They …

(5 days ago) WebNovartis has trained more than 1,000 employees as Mental Health First Aiders to offer peer-to-peer support for their colleagues. While employees were eager for …

https://hbr.org/2024/04/research-more-people-use-mental-health-benefits-when-they-hear-that-colleagues-use-them-too

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Mental health and the pandemic: What U.S. surveys have found

(Just Now) WebThree years into the COVID-19 outbreak in the United States, Pew Research Center published this collection of survey findings about Americans’ challenges with …

https://www.pewresearch.org/short-reads/2023/03/02/mental-health-and-the-pandemic-what-u-s-surveys-have-found/

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Social Media, Big Data, and Mental Health: Current Advances and …

(3 days ago) WebAbstract. Mental health (including substance abuse) is the fifth greatest contributor to the global burden of disease, with an economic cost estimated to be US $2.5 trillion in 2010, …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4815031/

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During the pandemic, 41% of US adults faced high levels of mental

(7 days ago) WebThe mental health questions were included on four surveys. The first survey was conducted among 11,537 U.S. adults March 19-24, 2020; a second survey with the …

https://www.pewresearch.org/short-reads/2022/12/12/at-least-four-in-ten-u-s-adults-have-faced-high-levels-of-psychological-distress-during-covid-19-pandemic/

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iHealth: The ethics of artificial intelligence and big data in mental

(3 days ago) WebThe concept of intelligent health (iHealth) in mental healthcare integrates artificial intelligence (AI) and Big Data analytics. This article is an attempt to outline …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8897624/

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A New Model for Studying Social Isolation and Health in People …

(9 days ago) WebResearchers have developed a promising new framework for studying the link between social disconnection and poor physical health in people living with serious …

https://obssr.od.nih.gov/news-and-events/news/research-spotlights/new-model-studying-social-isolation-and-health-people

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Geographic disparities in telemedicine mental health use by …

(8 days ago) WebUtilization of telemedicine care for vulnerable and low income populations, especially individuals with mental health conditions, is not well understood. The goal is …

https://bmchealthservres.biomedcentral.com/articles/10.1186/s12913-024-10898-0

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The Secret to More Effective Workplace Mental Healthcare is All in …

(8 days ago) WebAny data a mental health solution provides about an organization’s mental health program and population data should be anonymized, to keep individuals from …

https://www.springhealth.com/blog/the-secret-to-more-effective-workplace-mental-healthcare-is-data

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Characteristics, outcomes, facilitators and barriers for psychosocial

(2 days ago) WebThe National Institute for Health and Care Excellence guidelines state that psychosocial interventions should be the first line of treatment for people with dementia …

https://bmcgeriatr.biomedcentral.com/articles/10.1186/s12877-024-04965-8

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'Big data' in mental health research: current status and emerging

(2 days ago) WebBig data are being used for mental health research in many parts of the world, and for many different purposes. Secondary use of administrative data, especially …

https://europepmc.org/article/MED/27465245

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Black Adolescent Suicide Rate Reveals Urgent Need to Address …

(9 days ago) WebNew federal data shows that the suicide rate among Black youth ages 10 to 19 surpassed that of their White peers for the first time in 2022, increasing 54% since …

https://www.pewtrusts.org/en/research-and-analysis/articles/2024/04/22/black-adolescent-suicide-rate-reveals-urgent-need-to-address-mental-health-care-barriers

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The development and evolution of the research topic on the …

(Just Now) WebResults: Since the beginning of the 21st century, research on college students' mental health has increased, especially in the past three years, and due to the impact of the …

https://pubmed.ncbi.nlm.nih.gov/38638989

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National trial safely scaled back prescribing of a powerful

(2 days ago) WebWarning letters can safely cut prescribing of a powerful but risky antipsychotic, according to a new study. Researchers used Medicare data to study the effects of the …

https://www.sciencedaily.com/releases/2024/04/240425131321.htm

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The effect of retirement on physical and mental health in China: a

(7 days ago) WebBackground With the rapid aging of the domestic population, China has a strong incentive to increase the statutory retirement age. How retirement affects the health of …

https://bmcpublichealth.biomedcentral.com/articles/10.1186/s12889-024-18649-w

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Teens and social media: Key findings from Pew Research Center …

(Just Now) WebParents of teens are more likely to be extremely or very concerned about this than about social media causing mental health issues like anxiety, depression or lower …

https://www.pewresearch.org/short-reads/2023/04/24/teens-and-social-media-key-findings-from-pew-research-center-surveys/

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