Mental Health Data Mining Analysis
Listing Websites about Mental Health Data Mining Analysis
Research on Students' Mental Health Based on Data Mining …
(3 days ago) WebAfter preprocessing data integration, data extraction, data cleansing, and data conversion, a mental health assessment data set to be mined is obtained. The …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8560244/
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Application of data mining technology in college mental health …
(7 days ago) WebTo drive the “mind” demand for data mining technology, the “mind” type of “big data + psychology education” will be combined to create “mind” platform for the …
https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2022.974576/full
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Data mining-based innovative model for mental health of college
(Just Now) WebThe mental health of college students not only affects their personal development but also impacts the environment of the campus. Moreover, it affects the …
https://link.springer.com/article/10.1007/s00500-023-09083-y
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Data Mining Algorithms and Techniques in Mental Health: A
(1 days ago) WebA total of 211 articles were found related to techniques and algorithms of Data Mining applied to the main Mental Health diseases. 72 articles have been identified as …
https://pubmed.ncbi.nlm.nih.gov/30030644/
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Data Mining Algorithms and Techniques in Mental Health: A …
(8 days ago) WebA total of 211 articles were found related to techniques and algorithms of Data Mining applied to the main Mental Health diseases. 72 articles have been identified as relevant …
https://dl.acm.org/doi/10.1007/s10916-018-1018-2
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Data mining can play a critical role in COVID-19 linked mental …
(3 days ago) WebData mining can exert greater influence on COVID-19 linked mental health studies if we continue to underline its importance. For example, sentiment analysis can …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7462472/
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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 …
https://www.sciencedirect.com/science/article/pii/S2666990022000271
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Interrogating Predictive Models to Augment Student Mental
(2 days ago) WebData mining could be a helpful technique to help you get there. There are a variety of outcomes that may happen depending on the characteristics of the data.
https://link.springer.com/chapter/10.1007/978-981-97-0327-2_47
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(PDF) Data Mining Algorithms and Techniques in …
(5 days ago) WebResults: A total of 211 articles were found related to techniques and algorithms of Data Mining applied to the main Mental Health diseases. 72 articles have been identified as relevant works of
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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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Frontiers Editorial: Text mining-based mental health research
(7 days ago) WebText mining-based mental health research. In the field of data science, the power of computational and data analytics allows researchers to extract and interpret information …
https://www.frontiersin.org/articles/10.3389/frma.2024.1388691/full
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A multi-modal open dataset for mental-disorder analysis
(Just Now) WebHere we present a multi-model open dataset for mental-disorder analysis. For now, the dataset includes data mainly from clinically depressed patients and …
https://www.nature.com/articles/s41597-022-01211-x
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(PDF) Analysis of the Influence of College Students’ Mental Health
(3 days ago) WebAnalysis of the Influence of College Students’ Mental Health Based on Statistical Analysis, Data Mining, and Predictive Analysis: A Regression Analysis …
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Data Mining Algorithms and Techniques in Mental Health: A …
(5 days ago) WebFrom the review of the research articles analyzed, it can be said that use of Data Mining techniques applied to diseases such as dementia, schizophrenia, depression, etc can be …
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Research on Students’ Mental Health Based on Data Mining …
(Just Now) WebAfter preprocessing data integration, data extraction, data cleansing, and data conversion, a mental health assessment data set to be mined is obtained. The decision tree …
https://www.hindawi.com/journals/jhe/2021/1382559/
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iHealth: The ethics of artificial intelligence and big data in mental
(7 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.sciencedirect.com/science/article/pii/S2214782922000252
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Mental Health Prediction in Students using Data Mining Techniques
(3 days ago) WebCorrelation analysis has been applied to identify the correlation among attributes and regression analysis was applied for the prediction of the mental health status of the …
https://openbioinformaticsjournal.com/VOLUME/16/ELOCATOR/e187503622307140/FULLTEXT/
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(PDF) Data Analytics in Mental Healthcare - ResearchGate
(6 days ago) WebDigital mental health offers a promising role in the field of analysis and early detection of mental health problems (Ahmed et al., 2022; Kamran Ul Haq et al., …
https://www.researchgate.net/publication/342700207_Data_Analytics_in_Mental_Healthcare
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Mental Health Prediction Using Data Mining SpringerLink
(2 days ago) WebTo improve efficiency, we perform a quiz analysis with a decision tree algorithm and predict the scores. (2022). Mental Health Prediction Using Data …
https://link.springer.com/chapter/10.1007/978-981-16-6723-7_52
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Analysis of Student Mental Health Dataset Using Mining …
(8 days ago) Webcollege students' mental health challenges and predict their future mental health status (Bo and Gao, 2022). Decision tree analysis is a valuable data mining tool used to …
https://thescipub.com/pdf/jcssp.2024.121.128.pdf
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Assessing the Relationship between Physical Health, Mental Health …
(9 days ago) WebChi-square analysis revealed a significant association between mental health status (depression, anxiety, and stress) and GPA level (p = 0.03, p = 0.044, p = …
https://www.mdpi.com/1660-4601/21/5/597
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Mental Health Client-Level Data (MH-CLD) 2022: Data On Clients …
(5 days ago) WebThis report describes the total number of clients receiving mental health treatment services in 2022 by demographics, National Outcome Measures (NOMs) and …
https://www.samhsa.gov/data/report/2022-mental-health-client-level-data-annual-report
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Mining and Analysis Based on Social Media Data PRBM - Dove …
(2 days ago) WebThere are still limitations in the study of dynamics of group psychological security risks through mining real data of social media. Purpose: The study aims to use …
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State Leaders Agree Behavioral Health a Top Bipartisan Concern in …
(1 days ago) WebPresident Joe Biden reflected in his State of the Union in March on the COVID-19 pandemic and how it had wreaked havoc on people’s day-to-day lives, …
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The Mental Health Toll of Covid-19 Appears to Be Fading
(5 days ago) WebAside from killing 1.2 million Americans, putting millions in the hospital and wreaking havoc on the country’s economy, the Covid-19 pandemic also took a heavy toll …
https://www.statista.com/chart/21878/impact-of-coronavirus-pandemic-on-mental-health/
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Mental Health Prediction in Students using Data Mining Techniques
(6 days ago) WebResults: The prevalence rate of depression among students was determined to be 61.90%. Years of college and physical health showed a significant. correlation with …
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Healthcare insurance fraud detection using data mining
(2 days ago) WebHealthcare programs and insurance initiatives play a crucial role in ensuring that people have access to medical care. There are many benefits of healthcare …
https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-024-02512-4
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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 …
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Mental Health Prediction Using Data Mining - Springer
(Just Now) WebMental Health Prediction Using Data Mining I. G. Hemanandhini and C. Padmavathy Abstract Mental illness is a condition that affects the behaviour, attitude and mannerisms …
https://link.springer.com/content/pdf/10.1007/978-981-16-6723-7_52.pdf
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Ultra-Processed Foods Linked to Early Death, Mental Disorders
(1 days ago) WebOverall, the analysis showed that eating ultra-processed foods was associated with an increased risk of 32 adverse health outcomes, including a 40 to 53 percent increased …
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JMIR Mental Health - Emerging Trends of Self-Harm Using Sodium …
(7 days ago) WebBackground: There is growing concern around the use of sodium nitrite (SN) as an emerging means of suicide, particularly among younger people. Given limited …
https://mental.jmir.org/2024/1/e53730
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