Clustering Guidelines For Mental Health Services

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Review article An overview of clustering …

(7 days ago) WEBAnother type of semi-supervised clustering method, with a great level of relevancy in mental health, is a group of clustering algorithms that deal with a known feature being a “noisy surrogate” or closely related to clusters (Bair, 2013; Chand et al., 2020). The …

https://www.sciencedirect.com/science/article/pii/S0165178123002159

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Mental health clustering and diagnosis in psychiatric in …

(3 days ago) WEBAims and method This paper investigates the relationship between cluster (Mental Health Clustering Tool, MHCT) and diagnosis in an in-patient population. We analysed the …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4478925/

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Using unsupervised clustering approaches to identify …

(6 days ago) WEBMental health is a complex, multidimensional concept that goes beyond clinical diagnoses, including psychological distress, life stress and well-being. This study aims to use …

https://academic.oup.com/aje/advance-article/doi/10.1093/aje/kwae030/7639894

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An overview of clustering methods with guidelines for application …

(2 days ago) WEBAn overview of clustering methods with guidelines for application in mental health research. Caroline X. Gao, Dominic Dwyer, Ye Zhu, Catherine L. Smith, Lan Du, Kate …

https://cbergmeir.com/publications/2023-01-01_gao2023overview/

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An overview of clustering methods with guidelines …

(8 days ago) WEBSpectral Clustering (von Luxburg, 2007) and SCAN (Xu et al., 2007) are common methods used for clustering graph data. In mental health research, graph theory and related …

https://www.researchgate.net/profile/Caroline-Gao-2/publication/371115662_An_overview_of_clustering_methods_with_guidelines_for_application_in_mental_health_research/links/649ea914b9ed6874a5ea7f8f/An-overview-of-clustering-methods-with-guidelines-for-application-in-mental-health-research.pdf?origin=publication_detail

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Clustering in mental health payment by results: a critical …

(8 days ago) WEBThe Mental Health Clustering Booklet can be used to guide the final cluster allocation, but running the clustering algorithm will be faster and simpler. Both require a decision …

https://www.cambridge.org/core/journals/advances-in-psychiatric-treatment/article/clustering-in-mental-health-payment-by-results-a-critical-summary-for-the-clinician/824A8FD412E4D376278A201BF0831290

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An overview of clustering methods with guidelines for …

(2 days ago) WEBMethods Young people, at their first presentation to one of five primary mental health services, completed a range of questionnaires, including the Assessment of Quality of …

https://www.researchgate.net/publication/371115662_An_overview_of_clustering_methods_with_guidelines_for_application_in_mental_health_research

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An overview of clustering methods with guidelines for …

(9 days ago) WEBAn overview of clustering methods with guidelines for application in mental health research. / Gao, Caroline; Dwyer, Dominic; Zhu, Ye et al. In: Psychiatry Research, Vol. …

https://research.monash.edu/en/publications/an-overview-of-clustering-methods-with-guidelines-for-application

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Mental Health Clustering Booklet - GOV.UK

(6 days ago) WEBPhysically aggressive to others or animals (short of rating 4); threatening manner; more serious over-activity or destruction of property. At least one serious physical attack on …

https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/216217/dh_132656.pdf

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Mental Health Clustering Booklet - GOV.UK

(8 days ago) WEBAppendix 1: Mental Health Clustering Tool V5.0 Page 8 Appendix 2: Decision Tree Page 17 Appendix 3: Cluster Descriptions and for each cluster: the length of time service …

https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/499475/Annex_B4_Mental_health_clustering_booklet.pdf

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Care pathway clustering: issues for older adult mental health …

(Just Now) WEBBased on the South West Yorkshire work and the eval-uation of the London pilot of PbR, the Department of Health determined that 90 per cent of mental health patients can be …

https://wchh.onlinelibrary.wiley.com/doi/pdf/10.1002/pnp.204

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Mental health clustering and diagnosis in psychiatric in-patients

(6 days ago) WEBA set of needs-based clusters were originally developed as a classification system to aid service improvement in secondary care mental health services.1 There are a total of …

https://www.cambridge.org/core/services/aop-cambridge-core/content/view/617BB4B2D3D2F474F18D8A0BD0377F5C/S2056469400000723a.pdf/mental_health_clustering_and_diagnosis_in_psychiatric_inpatients.pdf

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Clustering of chronic disease risks among people accessing …

(3 days ago) WEBDiscussion. This study was the first to use cluster analysis to explore patterns of modifiable chronic disease risks among people accessing community mental health services. …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9256721/

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Mental health clustering and diagnosis in psychiatric in-patients

(2 days ago) WEBThis paper investigates the relationship between cluster (Mental Health Clustering Tool, MHCT) and diagnosis in an in-patient population. Clinical Descriptions and Diagnostic …

https://www.cambridge.org/core/journals/bjpsych-bulletin/article/mental-health-clustering-and-diagnosis-in-psychiatric-inpatients/617BB4B2D3D2F474F18D8A0BD0377F5C

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An overview of clustering methods with guidelines for application …

(6 days ago) WEBCluster analyzes have been widely used in mental health research to decompose inter-individual heterogeneity by identifying more homogeneous subgroups of individuals. …

https://colab.ws/articles/10.1016/j.psychres.2023.115265

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Cluster Analysis Algorithm in the Analysis of College Students' …

(3 days ago) WEBThe clustering analysis algorithm is applied to the analysis of college students' mental health. Through the clustering analysis algorithm, the common rules and problems …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9038429/

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Clusters of lifestyle behavioral risk factors and - BMC Public Health

(7 days ago) WEBBackground No previous research of university students in Finland assessed lifestyle behavioral risk factors (BRFs), grouped students into clusters, appraised the …

https://bmcpublichealth.biomedcentral.com/articles/10.1186/s12889-024-18421-0

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The Mental Health Clustering Tool for people with severe …

(4 days ago) WEBMethod. We assessed our active case-load using the MHCT to evaluate the utility of the tool for adults accessing specialist mental health in learning disability services and …

https://www.cambridge.org/core/journals/the-psychiatrist/article/mental-health-clustering-tool-for-people-with-severe-intellectual-disability/955542C37724AE00FC5A408BC6879803

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Annex DtD: Technical guidance for mental health clusters

(1 days ago) WEBStep 1: Based on the information you have gathered during your routine screening/assessment process, rate the individual’s identified needs using the Mental …

https://www.england.nhs.uk/wp-content/uploads/2021/03/21-22NT_Annex-DtD-Technical-guidance-for-mental-health-clusters.pdf

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Guidance and technical packages on community mental health …

(6 days ago) WEBThe WHO Guidance on community mental health services: Promoting person-centred and rights-based approaches is a set of publications that provides information and support to …

https://www.who.int/publications-detail-redirect/guidance-and-technical-packages-on-community-mental-health-services

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Utilization of Health Care Services by Patients With Cluster B

(1 days ago) WEBObjective: The comparable severities of cluster B personality disorders and schizophrenia are increasingly recognized. The authors sought to compare the general medical and …

https://ps.psychiatryonline.org/doi/10.1176/appi.ps.202000554

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MENTAL HEALTH AND PSYCHOSOCIAL TECHNICAL NOTE

(4 days ago) WEBThe MHPSS intervention pyramid (figure 1) , adapted from the WHO Optimal Mix of Services for Mental Health and the IASC MHPSS Guidelines, shows the four layers in …

https://www.unicef.org/media/73726/file/UNICEF-MH-and-PS-Technical-Note-2019.pdf.pdf

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Accelerating Science to Improve Early Autism Screening

(2 days ago) WEBWhen researchers actually surveyed health care providers, they found that very few knew about or followed the AAP guidelines. For example, in a 2006 study , 82% of …

https://www.nimh.nih.gov/news/science-news/2024/accelerating-science-to-improve-early-autism-screening

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