Mental Health Prediction Journal

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Machine Learning-Based Prediction of Mental Well-Being Using …

(9 days ago) WEBBackground: Since the onset of the COVID-19 pandemic in early 2020, the importance of timely and effective assessment of mental well-being has increased …

https://www.mdpi.com/2306-5354/10/5/575

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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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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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Natural language processing applied to mental illness detection: a

(Just Now) WEBSekulić, I. & Strube, M. Adapting deep learning methods for mental health prediction on social media. In Proc. the 5th Workshop on Noisy User-generated Text …

https://www.nature.com/articles/s41746-022-00589-7

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A Review of Machine Learning and Deep Learning Approaches on …

(3 days ago) WEBCombating mental illnesses such as depression and anxiety has become a global concern. As a result of the necessity for finding effective ways to battle these …

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

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Mental Health Predictive Analysis Using Machine-Learning

(1 days ago) WEBFind a journal Publish with us Track your research Search. Cart. Teo J (2022) Mental health prediction using machine learning: taxonomy, applications, and …

https://link.springer.com/chapter/10.1007/978-981-97-1329-5_9

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Machine learning for passive mental health symptom prediction

(3 days ago) WEBThe prediction of each study participant’s symptoms, or cluster of participants that share behavior-mental health relationships, is defined as a separate …

https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0266516

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Predicting mental health problems in adolescence …

(3 days ago) WEBBackground Predicting which children will go on to develop mental health symptoms as adolescents is critical for early intervention and preventing future, severe negative outcomes. Although many aspects of …

https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0230389

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Artificial intelligence in prediction of mental health disorders

(3 days ago) WEBThe coronavirus disease 2019 (COVID-19) pandemic and its immediate aftermath present a serious threat to the mental health of health care workers (HCWs), who may develop …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7358693/

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(PDF) Mental Health Prediction Using Machine Learning: …

(5 days ago) WEBMental Health Prediction Using Machine Learning: Taxonomy, Applications, and Challenges January 2022 Applied Computational Intelligence and Soft Computing …

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

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Mental Health Prediction Among Students Using Machine …

(2 days ago) WEBIn this research, we consider some mental illnesses like stress, anxiety, Post-traumatic stress disorder (PSTD), Attention Deficit Hyperactivity Disorder (ADHD), …

https://link.springer.com/chapter/10.1007/978-981-19-7513-4_46

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A hybrid mental health prediction model using Support Vector …

(7 days ago) WEB3.1. Proposed model for prediction and recommendation of anxiety pre-clinical stages. The proposed methodology is a hybrid of two models: Mental Health …

https://www.sciencedirect.com/science/article/pii/S2772442523000527

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Frontiers Editorial: AI Approach to the Psychiatric Diagnosis and

(2 days ago) WEBSec. Digital Mental Health Volume 15 - 2024 doi: 10.3389/fpsyt.2024.1387370 This article is part of the Research Topic AI Approach to …

https://www.frontiersin.org/journals/psychiatry/articles/10.3389/fpsyt.2024.1387370/abstract

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Journal of Medical Internet Research - Machine Learning–Based

(4 days ago) WEBThese findings emphasize the critical need for early diagnosis and prevention of mental health issues during adolescence. Journal of Medical Internet Research - …

https://www.jmir.org/2024/1/e55913

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Predicting Mental Health Illness using Machine Learning …

(6 days ago) WEBPredicting Mental Health Illness using Machine Learning Algorithms. Konda Vaishnavi 1, U Nikhitha Kamath 1, B Ashwath Rao 1 and N V Subba Reddy 1. Published …

https://iopscience.iop.org/article/10.1088/1742-6596/2161/1/012021

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Enduring Mental Health: Prevalence and Prediction - PMC

(3 days ago) WEBEnduring Mental Health: Prevalence and Prediction. Sherryl Goodman, Editor and Angus W. MacDonald, Prevalence, severity, and unmet need for treatment …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5304549/

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Enduring mental health: Prevalence and prediction - PubMed

(1 days ago) WEBR01 AG048895/AG/NIA NIH HHS/United States. We review epidemiological evidence indicating that most people will develop a diagnosable mental disorder, suggesting that …

https://pubmed.ncbi.nlm.nih.gov/27929304/

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Media Influence on Bystander Intervention for Health Protective …

(6 days ago) WEBAbstract. Drawing upon the Integrative Model of Behavioral Prediction (IM) and the Bystander Intervention Model, this study investigates the impact of media health …

https://www.tandfonline.com/doi/full/10.1080/10810730.2024.2352535

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Dataset size versus homogeneity: A machine learning - SAGE …

(3 days ago) WEBModern societies struggle to provide adequate mental health care, 1–3 as traditional therapy alone is not meeting the increasing need. 4 Internet-based Cognitive …

https://journals.sagepub.com/doi/full/10.1177/20552076241248920

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Predicting Mental Health Problems with Automatic - Hindawi

(Just Now) WEBMental health problems are prevalent and an important issue in medicine. However, clinical diagnosis of mental health problems is costly, time-consuming, and …

https://www.hindawi.com/journals/jhe/2021/5582714/

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Methods in predictive techniques for mental health status on …

(9 days ago) WEBReviews and meta-analyses have examined the expression of depression and anxiety in social media 20; subjective mood, well-being, and mental health in social …

https://www.nature.com/articles/s41746-020-0233-7

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Mental Health Prediction using Data Mining : A Systematic Review

(9 days ago) WEBThe emotional, psychological and social welfare of a person is revealed by their mental health. It influences how an individual will think, feel or handle a situation. …

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3561661

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A New Machine-Learning-Driven Grade-Point Average Prediction …

(1 days ago) WEBSmart education is regarded as an inevitable trend in the development of global education. Grade-point average (GPA) prediction [] is becoming one of the …

https://www.mdpi.com/2079-9292/13/10/1928

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Frontiers The implementation of a zero-suicide framework in a …

(8 days ago) WEB1 Mental Health and Specialist Services, Gold Coast Hospital and The futility of risk prediction in psychiatry. Br J Psychiatry. (2016) 209:271–2. doi: …

https://www.frontiersin.org/journals/psychiatry/articles/10.3389/fpsyt.2024.1370256/full

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The Relationship of Illness Management and Recovery to : The …

(Just Now) WEBThe current study examined the association between number of hours attended of the Illness Management and Recovery (IMR) program and psychiatric readmission rates …

https://journals.lww.com/jonmd/Abstract/2014/09000/The_Relationship_of_Illness_Management_and.4.aspx

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General concepts of the relationship between urban areas and

(7 days ago) WEBin turn have influenced research-design changes in the field. The most contextually comprehensive conceptual framework is the integrated one. Examples of the application …

https://journals.lww.com/co-psychiatry/Abstract/2008/07000/General_concepts_of_the_relationship_between_urban.17.aspx

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New guidelines for depression care emphasize patient

(2 days ago) WEBPsychiatrists and mental health professionals have a new standard for managing major depression, thanks to refreshed clinical guidelines. The Canadian …

https://www.sciencedaily.com/releases/2024/05/240508113132.htm

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Sociopolitical Factors and Mental Health Following the Turkey …

(8 days ago) WEBLarge-scale natural disasters like the 7.8-magnitude Turkey-Syria earthquake on February 6, 2023, can be followed by substantial mental health consequences. 1 …

https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2818731

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Frontiers The effectiveness of intervention measures on MERS …

(1 days ago) WEB2.1 Reconstructing the empirical contact network by link prediction 2.1.1 Empirical contact network. The data for the 2015 MERS-CoV outbreak was obtained …

https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2024.1386495/full

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Examining Mental Health, Education, Employment, and Pain in …

(8 days ago) WEBImportance Pain related to sickle cell disease (SCD) is complex and associated with social determinants of health. Emotional and stress-related effects of …

https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2805016

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Predicting suicidality with small sets of interpretable reward

(Just Now) WEBThe prediction of suicidal thought and behavior has met with mixed results. This study of 3,476 de-identified participants (4,019 before data exclusion) quantified the …

https://www.nature.com/articles/s44220-024-00229-x

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Are Schools Too Focused on Mental Health? - The New York Times

(8 days ago) WEBMental health awareness campaigns, they argue, help some young people identify disorders that badly need treatment — but they have a negative effect on others, …

https://www.nytimes.com/2024/05/06/health/mental-health-schools.html

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Haitians break taboo on mental health services after violence

(Just Now) WEBNow the country’s breaking its taboo on mental health services. Young Haitians are increasingly exposed to relentless sounds of violence and sidestep bodies …

https://apnews.com/article/haiti-gang-violence-trauma-mental-health-eae1e0bc7c0143a1f58da7d58ff29eed

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8914574 - NLM Catalog Result

(7 days ago) WEBMeSH: Health Policy*; Mental Health Services/organization & administration*; Mental Health*. Publication Type(s): Periodical. Notes: Vols. for 2006- have title: Administration …

https://www.ncbi.nlm.nih.gov/nlmcatalog/8914574

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Mental Health Pocket Guide - HCCC

(4 days ago) WEBMental Health Association of NJ-Hudson County . 35 Journal Square, Suite 831 Jersey City, NJ 07306.. 201-653-4700 . CHILDREN’S SPECIFIC SERVICES Jersey City …

https://www.hccc.edu/student-success/resources/documents/hudson-helps-2021-pocket-guide-mh.pdf

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