Predicting Mental Health Problems
Listing Websites about Predicting Mental Health Problems
Modeling Mental Health: Advances in Predictive Science …
(6 days ago) WEBIn this paper, a recent systematic review of diverse methodologies is offered for predicting mental health issues. Additionally, the obstacles, constraints, and forthcoming prospects regarding the utilization of machine learning in the mental health …
https://ieeexplore.ieee.org/document/10503111/
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Predicting mental health problems in adolescence using …
(3 days ago) WEBBackground Predicting which children will go on to develop mental health symptoms as adolescents is critical for early intervention …
https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0230389
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Deep learning in mental health outcome research: a …
(9 days ago) WEBTran and Kavuluru 58 used an RNN to analyze the history of present illness in neuropsychiatric notes for predicting mental health …
https://www.nature.com/articles/s41398-020-0780-3
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A Review of Machine Learning and Deep Learning …
(3 days ago) WEBDiagnosing mental health issues involves a thorough psychiatric interview, usually covering the suspected symptoms, psychiatric history, and physical …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9914523/
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Predicting mental health problems in adolescence using …
(3 days ago) WEBOpen in a separate window. The probability threshold was set to 0.8, meaning that the model classified participants as having mental health problems if the …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7135284/
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Machine Learning in Mental Health: A Systematic Review …
(7 days ago) WEBAside from mental health detection and diagnosis, a significant proportion of the papers described approaches to understanding and predicting mental health risks (n = 8). …
https://dl.acm.org/doi/fullHtml/10.1145/3398069
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Machine learning model to predict mental health crises …
(Just Now) WEBHowever, the mental health literature is limited to predicting specific types of events—such as suicide, self-harm and first episode psychosis …
https://www.nature.com/articles/s41591-022-01811-5
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Mental Health Prediction Using Machine Learning: …
(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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Predicting mental health problems in adolescence …
(7 days ago) WEBThe primary aim for this study is to develop a model that can predict mental health prob-lems in mid-adolescence. Additionally, we aim to investigate various machine learning …
https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0230389&type=printable
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Methods in predictive techniques for mental health status …
(9 days ago) WEBSocial media is now being used to model mental well-being, and for understanding health outcomes. Computer scientists are now using quantitative …
https://www.nature.com/articles/s41746-020-0233-7
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Predicting Mental Health Problems with Automatic Identification …
(3 days ago) WEBThe results show that metaphor feature sets are more effective at predicting inferiority and sensitivity than other textual features and equally effective at predicting …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8105119/
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(PDF) Mental Health Prediction Using Machine Learning: …
(5 days ago) WEBThis paper presents a recent systematic review of machine learning approaches in predicting mental health problems. Furthermore, we will discuss the …
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Predicting Adolescent Mental Health Outcomes Across Cultures
(Just Now) WEBAdolescent mental health problems are rising rapidly around the world. To combat this rise, clinicians and policymakers need to know which risk factors matter …
https://link.springer.com/article/10.1007/s10964-023-01767-w
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Predicting mental health problems in adolescence using machine …
(1 days ago) WEBTherefore, we aimed to I.) develop a model that can predict mental health problems in mid-adolescence II.) investigate if machine learning techniques (random …
https://pubmed.ncbi.nlm.nih.gov/32251439/
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Prediction and Analysis of Multiple Causes of Mental Health …
(2 days ago) WEBEarly work in the field of research on mental health problems focused on symptom diagnosis and improvement of psychotherapeutic approaches [].However, with …
https://link.springer.com/chapter/10.1007/978-3-031-57867-0_11
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Deploying machine learning to improve mental health - MIT News
(5 days ago) WEBA machine-learning expert and a psychology researcher/clinician may seem an unlikely duo. But MIT’s Rosalind Picard and Massachusetts General Hospital’s Paola …
https://news.mit.edu/2022/deploying-machine-learning-improve-mental-health-rosalind-picard-0126
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[PDF] Predicting mental health problems in adolescence using …
(9 days ago) WEBDevelop a model that can predict mental health problems in mid-adolescence and investigate if machine learning techniques will outperform logistic …
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Digital Phenotyping for Mental Health: Reviewing the - Springer
(Just Now) WEBPurpose of Review We review recent developments within digital phenotyping for mental health, a field dedicated to using digital data for diagnosing, …
https://link.springer.com/article/10.1007/s11920-022-01358-9
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Predicting Mental Health Problems with Automatic - Hindawi
(Just Now) WEBThe experimental results show that our approach can help predict mental health problems in authors of written texts, and our algorithm performs better than …
https://www.hindawi.com/journals/jhe/2021/5582714/
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Natural language processing applied to mental illness detection: a
(Just Now) WEBThe umd clpsych 2016 shared task system: text representation for predicting triage of forum posts about mental health. In Proc. Third Workshop on Computational …
https://www.nature.com/articles/s41746-022-00589-7
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Mental health and the pandemic: What U.S. surveys have found
(Just Now) WEBA Santa Clara University student holds a sign during a rally demanding better mental health services for students in December 2021 in Santa Clara, Calif. (Dai …
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Mental Health Prediction Using Machine Learning
(3 days ago) WEBML is becoming more capable for disease diagnosis and also provides a platform for doctors to analyze a large number of patient data and create personalized …
https://www.analyticsvidhya.com/blog/2022/06/mental-health-prediction-using-machine-learning/
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Prediction of Mental Health Problem Using Annual Student Health …
(4 days ago) WEBAnalysis 2 attempted to predict mental health problems in 2021 from the responses in the survey conducted in 2020 (1 year later). We also tested the effect of …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10209795/
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Novel study quantifies immense economic costs of mental
(6 days ago) WEBMental illness costs the U.S. economy $282 billion annually, which is equivalent to the average economic recession, according to a new study co-authored by …
https://news.yale.edu/2024/04/22/novel-study-quantifies-immense-economic-costs-mental-illness-us
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How Medical Psychiatry May Worsen Mental-Health Stigma
(9 days ago) WEBThis research is showing that medical framings of mental health problems actually make some kinds of stigma worse, not better. Challenging the Received …
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A deep learning model for detecting mental illness from user
(Just Now) WEBSocial media is a popular space for expressing users’ feelings 1,2.Through diverse social media or online social health communities, users often are likely to …
https://www.nature.com/articles/s41598-020-68764-y
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Personality traits and dimensions of mental health - PMC
(4 days ago) WEBAlthough many studies have investigated how personality could predict mental health, few studies have investigated how they may relate to dimensions of …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10151354/
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