Ml Mental Health Research Articles

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A Review of Machine Learning and Deep Learning Approaches on …

(3 days ago) WEBML algorithms are also trained to analyze data retrieved from wearable devices such as smartwatches and fitness trackers. This approach has the potential to …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9914523/

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Deep learning in mental health outcome research: a …

(9 days ago) WEBMental illness is a type of health condition that changes a person’s mind, emotions, or behavior (or all three), and has been shown …

https://www.nature.com/articles/s41398-020-0780-3

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Machine learning model to predict mental health crises from

(Just Now) WEBMachine learning applied on electronic health records can predict mental health crises 28 days in advance and become a clinically valuable tool for managing …

https://www.nature.com/articles/s41591-022-01811-5

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Machine Learning in Mental Health: A Systematic Review of the …

(8 days ago) WEBAiming to guide future research and identify new directions for advancing development in this important domain, this article presents an introduction to, and a systematic review …

https://dl.acm.org/doi/10.1145/3398069

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Machine learning in mental health: A scoping review of methods …

(5 days ago) WEBBackground: This paper aims to synthesise the literature on machine learning (ML) and big data applications for mental health, highlighting current research and applications in …

https://psycnet.apa.org/record/2019-08461-001

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Systematic review of machine learning in PTSD studies for …

(Just Now) WEBnpj Mental Health Research - Systematic review of machine learning in PTSD studies for automated diagnosis evaluation Multi-modality ML models, proven …

https://www.nature.com/articles/s44184-023-00035-w

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Designing Human-centered AI for Mental Health: …

(8 days ago) WEBSkip 2RELATED WORK Section 2 RELATED WORK. We begin with a brief overview of the current landscape of AI research in mental health, outlining in particular: (i) opportunities for developing AI …

https://dl.acm.org/doi/10.1145/3564752

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Ten Simple Rules for Using Machine Learning in Mental Health …

(2 days ago) WEBIn the past decade, machine learning (ML) studies have flourished in mental health research, ranging from predicting diagnoses based on genetic data over risk …

https://www.biologicalpsychiatryjournal.com/article/S0006-3223(23)01724-9/fulltext

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Role of AI/ML in the study of mental health problems of the

(Just Now) WEBWe conducted a bibliometric analysis of the published research articles (1973–2022) on mental health issues among college students involving the application …

https://link.springer.com/article/10.1007/s13198-023-02052-6

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(PDF) Mental Health Prediction Using Machine Learning: …

(5 days ago) WEBprediction model. Using several machine learning models, an overall accuracy of 77% can be generated in the prediction. of PTSD. Based on the study conducted by …

https://www.researchgate.net/publication/357624760_Mental_Health_Prediction_Using_Machine_Learning_Taxonomy_Applications_and_Challenges

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Artificial intelligence (AI) and machine learning (ML) based …

(8 days ago) WEBWith health AI focused research sees an exponential growth that occurs in 2017 (van de Sande et al. 2022). the incorporation of AI/ML in mental health care …

https://onlinelibrary.wiley.com/doi/full/10.1111/inm.13114

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Mental Health Prediction Using Machine Learning: Taxonomy

(2 days ago) WEBThe increase of mental health problems and the need for effective medical health care have led to an investigation of machine learning that can be applied in …

https://www.hindawi.com/journals/acisc/2022/9970363/

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Artificial intelligence in mental health research: new WHO study on

(3 days ago) WEBUsing artificial intelligence (AI) in mental health services and research has potential, but a new study finds significant shortcomings that may indicate overly …

https://www.who.int/europe/news/item/06-02-2023-artificial-intelligence-in-mental-health-research--new-who-study-on-applications-and-challenges

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Mental Health Analysis in Social Media Posts: A Survey

(Just Now) WEBA critical review of 75 research articles on the mental health issues from 2013 to 2018 study the design and research methods . Chancellor S, Birnbaum ML, …

https://link.springer.com/article/10.1007/s11831-022-09863-z

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Deep learning in mental health outcome research: a scoping …

(3 days ago) WEBlearning (ML) technologies are being applied to improve our understanding of mental health conditions and have been engaged to assist mental health providers for …

https://www.nature.com/articles/s41398-020-0780-3.pdf

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

(6 days ago) WEBDr. Christopher Romig, the director of innovation at the mental-health clinic Stella, said he saw great potential with AI "aiding in early diagnosis, personalized …

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

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Mental health crisis solutions emerge

(3 days ago) WEBLess stigma also means more money for research and mental health services. Funding for mental health has become a rare bipartisan issue. In 2022, …

https://stanmed.stanford.edu/mental-health-crisis-reasons-hope/

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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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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 …

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

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Athletes and mental health - a need for increased awareness

(7 days ago) WEBBrainSPORT conducts research and works with athletes to diagnose and treat brain health and – in tandem – mental health. Dr. Giza said mental health …

https://www.uclahealth.org/news/article/athletes-and-mental-health-a-need-for-increased-awareness

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Physical Fitness Linked to Better Mental Health in Young People

(1 days ago) WEBThe surgeon general, Dr. Vivek H. Murthy, has called mental health “the defining public health crisis of our time,” and he has made adolescent mental health …

https://www.nytimes.com/2024/04/29/health/adolescents-exercise-mental-health.html

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Explainable artificial intelligence for mental health through

(4 days ago) WEBhealth research that centers transparency and interpretability— both concepts which possess more consistent meanings in the literature—and recalling our earlier definition, …

https://www.nature.com/articles/s41746-023-00751-9.pdf

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Another Casualty of an Abortion Ban? Maternal Mental Health

(6 days ago) WEBIt may seem obvious that abortion bans are associated with negative mental health outcomes. But as increasingly restrictive bans are put into place, new research …

https://www.vogue.com/article/abortion-bans-maternal-mental-health

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Staying fit boosts kids' mental health - Medical Xpress

(7 days ago) WEBADHD: A risk factor for serious mental health issues, research finds. Sep 5, 2023. Mental health services spending for kids and adolescents has risen by more than …

https://medicalxpress.com/news/2024-04-staying-boosts-kids-mental-health.html

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Mental Health Awareness Month Arrives Amid a - University of …

(1 days ago) WEBAccording to the results of Stress in America™ 2023, a nationwide survey conducted by The Harris Poll on behalf of the American Psychological Association, …

https://www.uh.edu/news-events/stories/2024/may/05012024-may-mental-health-month-walker.php

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Hormone replacement therapy for menopause - Ohio State Health …

(5 days ago) WEBAs one of the largest academic health centers and health sciences campuses in the nation, we are uniquely positioned with renowned experts covering all aspects of …

https://health.osu.edu/health/womens-health/hormone-replacement-therapy-for-menopause

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Explainable artificial intelligence for mental health through

(Just Now) WEBThe literature on artificial intelligence (AI) or machine learning (ML) in mental health and psychiatry lacks consensus on what “explainability” means. In the more …

https://www.nature.com/articles/s41746-023-00751-9

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Dedicated funding for culturally appropriate mental health …

(6 days ago) WEBThe voices of women who have experienced barriers in accessing perinatal mental health supports at primary care level, within the community, and when seeking …

https://www.tcd.ie/news_events/articles/2024/dedicated-funding-for-culturally-appropriate-mental-health-supports-for-new-mothers-needed/

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