Big Data In Mental Health Research

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

(3 days ago) WEBIntroduction. ‘Big data’ resources for research have attracted increasing interest across healthcare, but applications in mental health have remained relatively limited to date. Big data challenges are traditionally characterised as those of volume …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4977335/

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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 …

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 …

(7 days ago) WEBrole 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://link.springer.com/content/pdf/10.1007/s00127-016-1266-8.pdf

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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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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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The application of machine learning techniques in

(Just Now) WEBPosttraumatic stress disorder (PTSD) recently becomes one of the most important mental health concerns. However, no previous study has comprehensively …

https://www.nature.com/articles/s41746-024-01117-5

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Big data in psychiatry: multiomics, neuroimaging, computational

(Just Now) WEBNeuropsychopharmacology - Big data in psychiatry: multiomics, neuroimaging, computational modeling, and digital phenotyping

https://www.nature.com/articles/s41386-020-00862-x

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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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Big Data in Psychological Research - American Psychological …

(2 days ago) WEBBig Data in Psychological Research addresses the opportunities and challenges that this data presents to psychological researchers. This edited collection provides an overview …

https://www.apa.org/pubs/books/big-data-psychological-research

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Social media big data analysis for mental health research

(Just Now) WEBMental illness is one of the leading contributors to the global burden of disease. Fig. 6.1, Fig. 6.2 shows disability-adjusted life years (DALYs)—measured from …

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

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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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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 …

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

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Mental health, big data and research ethics: Parity of esteem in …

(2 days ago) WEBSuch ethical dimensions are further complicated by the contemporary endeavour to work with ‘big data’ which has led to ambitious claims for discovery and …

https://journals.sagepub.com/doi/full/10.1177/1477750919876243

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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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‘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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Towards Proactive Mental Health: Harnessing Data and Technology

(2 days ago) WEBThe research aims to revolutionize mental health assessment and intervention. Through innovative ML/AI techniques like data analysis, trajectory …

https://cri.northeastern.edu/towards-proactive-mental-health-harnessing-data-and-technology/

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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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Inclusivity in Precision Mental Health: The Role of Internet Search

(5 days ago) WEBDrawing on the research team’s decade-long cross-disciplinary expertise analyzing digital data to understand and improve mental health outcomes, this study …

https://academyhealth.org/about/programs/no-programs/grants/inclusivity-precision-mental-health-role-internet-search-data-understanding

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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 …

https://bmcdigitalhealth.biomedcentral.com/articles/10.1186/s44247-024-00080-1

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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 …

https://healthitanalytics.com/news/ai-social-media-help-track-population-based-mental-health-patterns

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Benchmarking Machine Learning Missing Data Imputation …

(1 days ago) WEBDatabases with mental and behavioral health surveys suffer from missingness when participants skip the entire survey, affecting the data quality and sample size. We …

https://www.medrxiv.org/content/10.1101/2024.05.13.24307231v1

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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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