Cluster Analysis

"Cluster Analysis" is a descriptor in the National Library of Medicine's controlled vocabulary thesaurus, MeSH (Medical Subject Headings). Descriptors are arranged in a hierarchical structure, which enables searching at various levels of specificity.

MeSH information

Definition | Details | More General Concepts | Related Concepts | More Specific Concepts

A set of statistical methods used to group variables or observations into strongly inter-related subgroups. In epidemiology, it may be used to analyze a closely grouped series of events or cases of disease or other health-related phenomenon with well-defined distribution patterns in relation to time or place or both.

Descriptor ID	D016000
MeSH Number(s)	E05.318.740.250 N05.715.360.750.200 N06.850.520.830.250
Concept/Terms	Cluster Analysis Cluster Analysis Analyses, Cluster Analysis, Cluster Cluster Analyses Clustering Clusterings Disease Clustering Disease Clustering Clustering, Disease Clusterings, Disease Disease Clusterings

Below are MeSH descriptors whose meaning is more general than "Cluster Analysis".

Analytical, Diagnostic and Therapeutic Techniques and Equipment [E]
Investigative Techniques [E05]
Epidemiologic Methods [E05.318]
Statistics as Topic [E05.318.740]
Cluster Analysis [E05.318.740.250]
Health Care [N]
Health Care Quality, Access, and Evaluation [N05]
Quality of Health Care [N05.715]
Health Care Evaluation Mechanisms [N05.715.360]
Statistics as Topic [N05.715.360.750]
Cluster Analysis [N05.715.360.750.200]
Environment and Public Health [N06]
Public Health [N06.850]
Epidemiologic Methods [N06.850.520]
Statistics as Topic [N06.850.520.830]
Cluster Analysis [N06.850.520.830.250]

Below are MeSH descriptors whose meaning is more specific than "Cluster Analysis".

publications

Timeline | Most Recent

This graph shows the total number of publications written about "Cluster Analysis" by people in this website by year, and whether "Cluster Analysis" was a major or minor topic of these publications.

Bar chart showing 114 publications over 23 distinct years, with a maximum of 11 publications in 2012

To see the data from this visualization as text, click here.

Year	Major Topic	Minor Topic	Total
1997	0	1	1
2002	1	0	1
2003	0	6	6
2004	0	3	3
2005	0	5	5
2006	0	3	3
2007	1	5	6
2008	0	8	8
2009	0	4	4
2010	0	2	2
2011	0	6	6
2012	0	11	11
2013	0	6	6
2014	0	8	8
2015	0	9	9
2016	0	8	8
2017	0	4	4
2018	1	9	10
2019	0	5	5
2020	0	3	3
2021	0	1	1
2022	0	1	1
2024	0	3	3

Below are the most recent publications written about "Cluster Analysis" by people in Profiles.

Hark LA, Wang Y, Gorroochurn P, Simon PR, Maruri SC, Henriquez DR, Diamond DF, Horowitz JD, Park L, Wang Q, Auran JD, Carrion J, Friedman DS, Liebmann JL, Cioffi GA, Harizman N. Manhattan Vision Screening and Follow-up Study (NYC-SIGHT): a nested cross-sectional assessment of falls risk within a cluster randomised trial. Br J Ophthalmol. 2024 11 22; 108(12):1761-1768.

View in: PubMed
Matetic A, Kyriacou T, Mamas MA. Machine-learning clustering analysis identifies novel phenogroups in patients with ST-elevation acute myocardial infarction. Int J Cardiol. 2024 09 15; 411:132272.

View in: PubMed
Inaguma S, Wang C, Ito S, Ueki A, Lasota J, Czapiewski P, Langfort R, Rys J, Szpor J, Waloszczyk P, Okon K, Biernat W, Takiguchi S, Schrump DS, Miettinen M, Takahashi S. Characterization of Pleural Mesothelioma by Hierarchical Clustering Analyses Using Immune Cells within Tumor Microenvironment. Pathobiology. 2024; 91(5):313-325.

View in: PubMed
Miller AC, Arakkal AT, Koeneman SH, Cavanaugh JE, Polgreen PM. A clinically-guided unsupervised clustering approach to recommend symptoms of disease associated with diagnostic opportunities. Diagnosis (Berl). 2023 02 01; 10(1):43-53.

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Kobayashi Y, Christle JW, Contrepois K, Nishi T, Moneghetti K, Cauwenberghs N, Myers J, Kuznetsova T, Palaniappan L, Haddad F. Peripheral Oxygen Extraction and Exercise Limitation in Asymptomatic Patients with Diabetes Mellitus. Am J Cardiol. 2021 06 15; 149:132-139.

View in: PubMed
Sharma S, Schaeffer DJ, Vinken K, Everling S, Nelissen K. Intrinsic functional clustering of ventral premotor F5 in the macaque brain. Neuroimage. 2021 02 15; 227:117647.

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Baker MA, Yokoe DS, Stelling J, Kleinman K, Kaganov RE, Letourneau AR, Varma N, O'Brien T, Kulldorff M, Babalola D, Barrett C, Drees M, Coady MH, Isaacs A, Platt R, Huang SS. Automated outbreak detection of hospital-associated pathogens: Value to infection prevention programs. Infect Control Hosp Epidemiol. 2020 09; 41(9):1016-1021.

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Alderfer MA, Logan BA, DiDonato S, Jackson L, Hayes MJ, Sigmon ST. Change Across Time in Cancer-Related Traumatic Stress Symptoms of Siblings of Children with Cancer: A Preliminary Investigation. J Clin Psychol Med Settings. 2020 03; 27(1):48-53.

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Chitalia RD, Rowland J, McDonald ES, Pantalone L, Cohen EA, Gastounioti A, Feldman M, Schnall M, Conant E, Kontos D. Imaging Phenotypes of Breast Cancer Heterogeneity in Preoperative Breast Dynamic Contrast Enhanced Magnetic Resonance Imaging (DCE-MRI) Scans Predict 10-Year Recurrence. Clin Cancer Res. 2020 02 15; 26(4):862-869.

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Solomon EA, Lega BC, Sperling MR, Kahana MJ. Hippocampal theta codes for distances in semantic and temporal spaces. Proc Natl Acad Sci U S A. 2019 11 26; 116(48):24343-24352.

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