Data Mining In Mental Health
Listing Websites about Data Mining In Mental Health
Data Mining Algorithms and Techniques in Mental Health: …
(9 days ago) Data Mining in medicine is an emerging field of great importance to provide a prognosis and deeper understanding of disease classification, specifically in Mental Health areas. The main objective of this paper is to present a review of the existing research works in the literature, referring to the … See more
https://link.springer.com/article/10.1007/s10916-018-1018-2
Category: Mental health, Medicine Show Health
Data Mining Algorithms and Techniques in Mental Health: …
(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 Algorithms and Techniques in Mental Health: …
(1 days ago) WEBData Mining in medicine is an emerging field of great importance to provide a prognosis and deeper understanding of disease classification, specifically in Mental …
https://pubmed.ncbi.nlm.nih.gov/30030644/
Category: Medicine Show Health
Turning data into better mental health: Past, present, and …
(1 days ago) WEBBiobehavioral data for mental health. Different kinds of bio-behavioral data have been used to study the relationships with mental health symptoms . These …
https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2022.916810/full
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Mental Health Prediction using Data Mining : A …
(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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Research on Students' Mental Health Based on Data …
(3 days ago) WEBThe complete data mining process is shown in Figure 2. In this paper, the system uses the user's answer results to establish an initial data set. After preprocessing …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8560244/
Category: Health Show Health
Data mining can play a critical role in COVID-19 linked …
(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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Data mining for health: staking out the ethical territory of …
(9 days ago) WEBThere are already some efforts underway to address ethical issues raised by digital health, such as the National Institute of Mental Health (NIMH) task force to …
https://www.nature.com/articles/s41746-018-0075-8
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(PDF) Data Mining Algorithms and Techniques in Mental …
(5 days ago) WEBBackground: Data Mining in medicine is an emerging field of great importance to provide a prognosis and deeper understanding of disease classification, specifically in Mental Health areas.
Category: Mental health, Medicine Show Health
Data Mining Algorithms and Techniques in Mental …
(Just Now) WEBThe main objective of this paper is to present a review of the existing research works in the literature, referring to the techniques and algorithms of Data Mining in Mental Health, …
Category: Mental health Show Health
Mental Health Prediction Using Data Mining SpringerLink
(2 days ago) WEBHere, various methods were used for mining the Twitter data for public health monitoring. Research papers where Twitter data is classified as users or tweets …
https://link.springer.com/chapter/10.1007/978-981-16-6723-7_52
Category: Health Show Health
Data Mining Algorithms and Techniques in Mental Health: A …
(5 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 …
Category: Mental health Show Health
Data mining in psychiatric research - PubMed
(1 days ago) WEBData mining (or knowledge discovery) aims to extract information from large datasets and solve challenging tasks, like patient assessment, early mental disease diagnosis, and …
https://pubmed.ncbi.nlm.nih.gov/22231840/
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Data Mining-based Classification Methods for Mental Health …
(6 days ago) WEBThe advancement of mental health education and prognosis is crucial since the mounting pressures of contemporary society have contributed to an increase in psychological …
https://ieeexplore.ieee.org/document/10266099/
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Psychiatric Profiles of eHealth Users Evaluated Using Data Mining
(1 days ago) WEBThe assessment was completed through a mental health app after the first login. Results: The results showed the following four different profiles of patients: (1) all …
https://pubmed.ncbi.nlm.nih.gov/33470943/
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Ex-ray: Data mining and mental health - ScienceDirect
(7 days ago) WEBExperiment 1: text classification and the assessment of mental health. 2.1. Methodology. A preliminary study has been undertaken in collaboration with John …
https://www.sciencedirect.com/science/article/pii/S1568494606000457
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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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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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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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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 algorithm …
https://www.hindawi.com/journals/jhe/2021/1382559/
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Application of Data Mining in Cultivation of Student Mental Health
(5 days ago) WEBThe work focused on the application of data mining in mental health education of students. Through rational application of data mining technology, the …
https://iopscience.iop.org/article/10.1088/1757-899X/750/1/012054
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Mental Health Prediction in Students using Data Mining Techniques
(6 days ago) WEBattributes and regression analysis was applied for the prediction of the mental health status of the students based on the given attribute. Results: The …
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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 and …
https://bmcdigitalhealth.biomedcentral.com/articles/10.1186/s44247-024-00080-1
Category: Mental health Show Health
Mental health in mine workers: a literature review - PMC
(3 days ago) WEBThe mining environment is hazardous for worker’s health. It can affect the mental health, triggering symptoms and diseases, such as anxiety, job stress, …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8655752/
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Mental Health Predictive Analysis Using Machine-Learning
(1 days ago) WEBThe main goal of this paper is to study the predictive analysis for mental health problems using machine learning algorithms (MLAs) such as LR, DT, RF, and …
https://link.springer.com/chapter/10.1007/978-981-97-1329-5_9
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How AI And Technology Can Impact Mental Health Care - Forbes
(Just Now) WEBAI algorithms can also analyze large datasets to identify patterns and trends in mental health, enabling early intervention and targeted intervention. • Sentiment …
Category: Mental health Show Health
Data can help spot youth mental health issues. The problem is …
(1 days ago) WEBThe data is reported yearly to MindPeace, the Cincinnati-based nonprofit that provided school-based mental health care to nearly 200 schools in the region last year. …
https://www.wvxu.org/education/2024-05-16/youth-mental-health-data-gathering-ohio
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