Data Mining Mental Health
Listing Websites about Data Mining Mental 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 works of which 32% are Alzheimer's, 22% dementia, 24% depression, 14% …
https://dl.acm.org/doi/10.1007/s10916-018-1018-2
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Research on Students' Mental Health Based on Data …
(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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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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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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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/
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Paving the way for COVID survivors’ psychosocial …
(3 days ago) WebAny global public health emergency has the potential to go beyond medical boundaries to impact society and people on many other levels and interrupt normal life. …
https://journals.sagepub.com/doi/full/10.1177/14604582241240680
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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
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Data Mining-based Classification Methods for Mental …
(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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(PDF) Data Mining Algorithms and Techniques in …
(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 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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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 KNN. This …
https://link.springer.com/chapter/10.1007/978-981-97-1329-5_9
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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 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 identified as …
Category: Mental health Show Health
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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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
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Towards Proactive Mental Health: Harnessing Data and Technology
(2 days ago) WebDiscover how the integration of technology and healthcare can lead to proactive and tailored approaches to improving human health and performance. …
https://cri.northeastern.edu/towards-proactive-mental-health-harnessing-data-and-technology/
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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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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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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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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 …
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Using AI and social media to track depression in communities
(6 days ago) WebMore information: Siddharth Mangalik et al, Robust language-based mental health assessments in time and space through social media, npj Digital Medicine (2024). DOI: …
Category: Mental health, Medicine Show Health
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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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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R: Mental Health Admissions - GitHub Pages
(8 days ago) WebDetails. Some researchers in the early 1970s set out to study whether there is a "full-moon" effect on emergency room admissions at a mental health hospital. They separated the …
https://vincentarelbundock.github.io/Rdatasets/doc/Stat2Data/MentalHealth.html
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Positive relationship between bird diversity and human mental …
(2 days ago) WebAn increasing body of research has examined the link between biodiversity of birds and human mental health, but most studies only use cross-sectional data. Few …
https://europepmc.org/article/MED/38729669
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NJIT@JerseyCity Launches with Data Science Graduate Programs
(6 days ago) WebNJIT @JerseyCity welcomed its first students on September 3, 2019.. With the start of the fall semester, dozens of students embarked on graduate-level academic programs in …
https://computing.njit.edu/news/njitjerseycity-launches-data-science-graduate-programs
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The impact of childhood abuse and neglect on adult mental …
(1 days ago) WebMH49467/MH/NIMH NIH HHS/United States. This paper examines the impact of three types of victimization in childhood--sexual abuse, physical abuse, and neglect--on lifetime …
https://pubmed.ncbi.nlm.nih.gov/11467252/
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