Big Data And Mental Health

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Overview of the role of big data in mental health: A scoping review

(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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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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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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How data science can advance mental health research - Nature

(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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How Can Mental Health Join in the Big Data Movement?

(3 days ago) WEBIntegrated care, like all mental health care, can dramatically benefit from the strategic use of big data science. In this month’s column, Kari Stephens, Ph.D., a clinical …

https://psychnews.psychiatryonline.org/doi/full/10.1176/appi.pn.2017.5a15

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

(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: a challenging fragmented future

(3 days ago) WEBBig technological corporations did not miss this opportunity, offering a number of devices and cloud services which could store and integrate all the health data …

https://onlinelibrary.wiley.com/doi/10.1002/wps.20307

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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 conditions. …

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

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Big Data analytics and artificial intelligence in mental …

(Just Now) WEBAI and Big Data analytics are seen as novel tools in the planning of mental health services as well as identifying and monitoring mental health problems in individuals and populations. AI-driven tools …

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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[1903.12071] Big Data Analytics and AI in Mental Healthcare

(2 days ago) WEBView PDF Abstract: Mental health conditions cause a great deal of distress or impairment; depression alone will affect 11% of the world's population. The …

https://arxiv.org/abs/1903.12071

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

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

(7 days ago) WEBWhat big data can then give us is one version of the truth to complement what we are able to discover using other methods. In fact, one of the best examples of big data that we …

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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Big Data in mental health: a challenging fragmented future

(3 days ago) WEBBig Data has been a buzzword in almost every possible field during the last few years. The rapid integration of massive amounts of information from diverse sources …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4911779/

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Revolutionizing Mental Health with AI and Big Data

(7 days ago) WEBBig Data offers numerous opportunities to address the complex landscape of mental health disorders intelligently: Early Detection and Intervention: By analysing vast …

https://www.scip.org/news/660475/Revolutionizing-Mental-Health-with-AI-and-Big-Data.htm

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

(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 Big Data Insights Can Lead to Better Mental Healthcare

(7 days ago) WEBMay 25, 2021 - With healthcare organizations increasingly aiming to provide patients with comprehensive, holistic care, big data and analytics tools have become essential tools in …

https://www.healthitanalytics.com/news/how-big-data-insights-can-lead-to-better-mental-healthcare

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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 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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