Clustering Guidelines For Mental Health Services

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Review article An overview of clustering methods with guidelines …

(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., …

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

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An overview of clustering methods with guidelines for application …

(1 days ago) WEBAbstract. Cluster analyzes have been widely used in mental health research to decompose inter-individual heterogeneity by identifying more homogeneous subgroups …

https://pubmed.ncbi.nlm.nih.gov/37348404/

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An overview of clustering methods with guidelines for …

(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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An overview of clustering methods with guidelines for application …

(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 …

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 application …

(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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Clustering in mental health payment by results: a …

(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 about how to order the ratings in the …

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 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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An overview of clustering methods with guidelines for application …

(8 days ago) WEBDOI: 10.1016/j.psychres.2023.115265 Corpus ID: 258930351; An overview of clustering methods with guidelines for application in mental health research …

https://www.semanticscholar.org/paper/An-overview-of-clustering-methods-with-guidelines-Gao-Dwyer/374005da3985201ddedb9b5a31d969e24542cc68

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Using unsupervised clustering approaches to identify common …

(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 …

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

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Allocation of Users of Mental Health Services to Needs-Based Care

(Just Now) WEBIn Italy, despite strong community-based mental health services, needs assessment is unsatisfactory. Using the Mental Health Clustering Tool (MHCT) we …

https://link.springer.com/article/10.1007/s10597-023-01200-3

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Mental Health Treatments Using an Explainable Adaptive …

(2 days ago) WEBAbstract. In this paper, we propose a model to help psychologists identify the most important aspects of emotions in mentally ill people. As a first step, we created …

https://link.springer.com/chapter/10.1007/978-3-031-05981-0_17

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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 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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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

(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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Care clusters in mental health and co‐production of care – …

(9 days ago) WEBServices need to consider how the existing cluster descriptors impact on how individual care is thought of and delivered and consider using revised ones for …

https://www.emerald.com/insight/content/doi/10.1108/20428301211232487/full/html

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An overview of clustering methods with guidelines for application …

(7 days ago) WEBEvidence Psychiatry Res. 2023 May 27;327:115265. doi: 10.1016/j.psychres.2023.115265. Online ahead of print. ABSTRACT Cluster analyzes …

https://psychiatryai.com/an-overview-of-clustering-methods-with-guidelines-for-application-in-mental-health-research/

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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 …

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

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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 …

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

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Clustering of chronic disease risks among people - ScienceDirect

(7 days ago) WEBTaken with previous meta-analyses demonstrating a life expectancy gap for all mental health conditions (Walker et al., 2015), the findings reinforce the importance …

https://www.sciencedirect.com/science/article/pii/S2211335522001772

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2024 National Strategy for Suicide Prevention and Federal

(4 days ago) WEBFacebook: The @ the Department of Health and Human Services 2024 National Strategy for Suicide Prevention is meant to address gaps in the #suicideprevention field and …

https://www.samhsa.gov/sites/default/files/nssp-toolkit-2024.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 , …

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

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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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The occupied Palestinian territory - 200 days of war

(6 days ago) WEBThe healthcare situation in Gaza and the West Bank faces significant challenges due to the ongoing conflict. The region has experienced a high number of …

https://healthcluster.who.int/newsroom/news/item/26-04-2024-occupied-palestinian-territory-200-days-of-war

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