Ml Methods In Mental Health
Listing Websites about Ml Methods In Mental Health
Machine Learning in Mental Health: A Systematic Review of the …
(7 days ago) WEBUnderstanding mental health content: Application of methods of text mining, qualitative analysis and data visualization to compare discussion topics in three different online mental health communities on Reddit. As evident in this review, the field of ML in mental …
https://dl.acm.org/doi/fullHtml/10.1145/3398069
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A Review of Machine Learning and Deep Learning Approaches on …
(3 days ago) WEBML algorithms are also trained to analyze data retrieved from wearable devices such as smartwatches and fitness trackers. This approach has the potential to …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9914523/
Category: Fitness Show Health
Deep learning in mental health outcome research: a …
(9 days ago) WEBMental illnesses, such as depression, are highly prevalent and have been shown to impact an individual’s physical health. …
https://www.nature.com/articles/s41398-020-0780-3
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The application of machine learning techniques in - Nature
(Just Now) WEBSince ML models are mostly networked, the information they collect is uneven, and human experts need to check it, so that ML models can become a reliable …
https://www.nature.com/articles/s41746-024-01117-5
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Machine learning in mental health: A scoping review of methods …
(5 days ago) WEBBackground: This paper aims to synthesise the literature on machine learning (ML) and big data applications for mental health, highlighting current research and applications in …
https://psycnet.apa.org/record/2019-08461-001
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Machine learning in mental health: a scoping review of methods …
(1 days ago) WEBBackground: This paper aims to synthesise the literature on machine learning (ML) and big data applications for mental health, highlighting current research and applications in …
https://pubmed.ncbi.nlm.nih.gov/30744717/
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Machine Learning in Mental Health: A Systematic Review of the …
(8 days ago) WEBDespite the potential opportunities for using ML within mental health, this is an emerging research area, and the development of effective ML-enabled applications that are …
https://dl.acm.org/doi/10.1145/3398069
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Machine Learning and Natural Language Processing in Mental …
(3 days ago) WEBTherefore, ML and NLP methods may offer multiple perspectives in mental health research, but they should be considered as a tool to support clinical practice. …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8132982/
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A Review of Machine Learning and Deep Learning …
(9 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 problems, machine learning approaches …
https://www.mdpi.com/2227-9032/11/3/285
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Machine learning in mental health: a scoping review of methods …
(6 days ago) WEBMethods. We employed a scoping review methodology to rapidly map the field of ML in mental health. Eight health and information technology research databases were …
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A Systematic Review of Machine Learning Models in …
(7 days ago) WEBUsing ML methods for feature extraction, prediction, diagnosis, and disease classification has reduced the dependence of clinical professionals on the manual processing of PSG datasets. The …
https://www.mdpi.com/2673-7426/3/1/14
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Explainable artificial intelligence for mental health through
(Just Now) WEBThe literature on artificial intelligence (AI) or machine learning (ML) in mental health and psychiatry lacks consensus on what “explainability” means. In the …
https://www.nature.com/articles/s41746-023-00751-9
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Modern views of machine learning for precision psychiatry - PMC
(3 days ago) WEBTo improve mental health outcomes with digital technologies, the so-called “digital psychiatry” focuses on developing ML/AI methods for assessing, diagnosing, …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9676543/
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Advanced machine learning methods in psychiatry: an introduction
(3 days ago) WEBIntroduction. Machine learning (ML) methods have been increasingly used in mental health and related research. In our last paper, we discussed two ML methods, the …
https://gpsych.bmj.com/content/33/2/e100197
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Machine learning methods in psychiatry: a brief introduction
(3 days ago) WEBAbstract. Machine learning (ML) techniques have been widely used to address mental health questions. We discuss two main aspects of ML in psychiatry in this paper, that is, …
https://gpsych.bmj.com/content/33/1/e100171
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Machine learning in mental health: a scoping review of methods …
(8 days ago) WEBOverall, the application of ML to mental health has demonstrated a range of benefits across the areas of diagnosis, treatment and support, research, and clinical …
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Modern views of machine learning for precision psychiatry
(7 days ago) WEBTo improve mental health outcomes with digital technologies, the so-called “digital psychiatry” focuses on developing ML/AI methods for assessing, diagnosing, …
https://www.sciencedirect.com/science/article/pii/S2666389922002276
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Machine Learning for Multimodal Mental Health Detection: A
(9 days ago) WEBAs mental health (MH) disorders become increasingly prevalent, their multifaceted symptoms and comorbidities with other conditions introduce complexity to …
https://www.mdpi.com/1424-8220/24/2/348
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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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Application of Machine Learning Methods in Mental Health …
(5 days ago) WEBThis paper presents a critical assessment analysis on mental health detection in Online Social Networks (OSNs) based on the data sources, machine …
https://ieeexplore.ieee.org/document/9214815/
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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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Mobile technologies for supporting mental health in youths: …
(5 days ago) WEBIdentified apps targeted a broad range of mental health challenges in youths (ie, depression, self-harm, autism spectrum disorder, anxiety, and obsessive-compulsive …
https://psycnet.apa.org/record/2024-64686-001
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Using Machine Learning and Thematic Analysis Methods to …
(4 days ago) WEBThe proliferation of smartphones has led to an increase in mobile health (mHealth) apps over the years. Thus, it is imperative to evaluate these apps by …
https://ieeexplore.ieee.org/document/9115602
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Journal of Medical Internet Research - Machine Learning–Based
(4 days ago) WEBBackground: Suicide is the second-leading cause of death among adolescents and is associated with clusters of suicides. Despite numerous studies on …
https://www.jmir.org/2024/1/e55913
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Artificial Intelligence for Mental Health and Mental Illnesses: An
(3 days ago) WEBMachine learning (ML) is an AI approach that involves various methods of enabling an algorithm to learn [ 27, 29, 31 - 35 ]. The most common styles of “learning” …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7274446/
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The Effects of Online Learning on Mental Health During a Pandemic
(9 days ago) WEBThis study investigated the effects of online learning on mental health. The focus included six aspects: academic performance, physical activity, social isolation, food insecurity and …
https://digitalcommons.liberty.edu/doctoral/5556/
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Study protocol for a randomized controlled trial of supportive …
(5 days ago) WEBBackground To meet the scientific and political call for effective prevention of child and youth mental health problems and associated long-term consequences, we …
https://bmcpsychology.biomedcentral.com/articles/10.1186/s40359-024-01765-y
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A review of common statistical methods for dealing with multiple
(1 days ago) WEBTo address this issue, SHAP (shapley additive explanations) provides a method for explaining ML, offering detailed and interpretable information about model …
https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2024.1377685/full
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Review of Machine Learning Algorithms for Diagnosing Mental …
(3 days ago) WEBMethods. Researches about mental illness diagnostic using ML techniques were carefully reviewed. Five traditional ML algorithms-Support Vector Machines (SVM), …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6504772/
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Social Sciences Free Full-Text Enhancing Mental Health - MDPI
(9 days ago) WEBTo address this challenge, we implement a machine learning/artificial intelligence (ML/AI) method, namely, the gradient-boosted Generalized Linear Model …
https://www.mdpi.com/2076-0760/13/5/255
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Therapy Out of Reach? 4 Ways to Improve Your Mental Health for …
(2 days ago) WEBTake some intentional time to hang out with your pet -- play with your dog, hug your cat. If you don't have a pet, you can volunteer at a local animal shelter or …
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Machine learning method for predicting glioma mutations shows …
(7 days ago) WEBMachine learning (ML) methods can quickly and accurately diagnose mutations in gliomas—primary brain tumors. This is shown by a recent study by Karl Landsteiner …
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The effect of a suspension training on physical fitness, lower
(Just Now) WEBThe current study revealed that 8 weeks of suspension training was effective for Navy personnel. Based on the present findings, using this method increased physical …
https://www.nature.com/articles/s41598-024-61933-3
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H.R.8422 - To amend the Robert T. Stafford Disaster Relief and
(Just Now) WEBSummary of H.R.8422 - 118th Congress (2023-2024): To amend the Robert T. Stafford Disaster Relief and Emergency Assistance Act to establish programs for the …
https://www.congress.gov/bill/118th-congress/house-bill/8422
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Machine Learning for Mental Health in Social Media: Bibliometric …
(3 days ago) WEBMethods. Publications addressing social media and ML in the field of mental health were retrieved from the Scopus and Web of Science databases. We analyzed …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7985801/
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