 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.
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
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| MeSH Number(s) |
E05.318.740.250 N05.715.360.750.200 N06.850.520.830.250
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| Concept/Terms |
Cluster Analysis- Cluster Analysis
- Analyses, Cluster
- Analysis, Cluster
- Cluster Analyses
- Clustering
- Clusterings
Disease Clustering- Disease Clustering
- Clustering, Disease
- Clusterings, Disease
- Disease Clusterings
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Below are MeSH descriptors whose meaning is more general than "Cluster Analysis".
Below are MeSH descriptors whose meaning is more specific than "Cluster Analysis".
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.
To see the data from this visualization as text, click here.
| Year | Major Topic | Minor Topic | Total |
|---|
| 1996 | 0 | 1 | 1 | | 1998 | 0 | 1 | 1 | | 1999 | 1 | 3 | 4 | | 2001 | 0 | 1 | 1 | | 2002 | 0 | 6 | 6 | | 2003 | 1 | 4 | 5 | | 2004 | 0 | 12 | 12 | | 2005 | 0 | 12 | 12 | | 2006 | 0 | 11 | 11 | | 2007 | 0 | 13 | 13 | | 2008 | 0 | 13 | 13 | | 2009 | 1 | 14 | 15 | | 2010 | 0 | 21 | 21 | | 2011 | 2 | 16 | 18 | | 2012 | 1 | 29 | 30 | | 2013 | 0 | 24 | 24 | | 2014 | 1 | 25 | 26 | | 2015 | 1 | 18 | 19 | | 2016 | 1 | 14 | 15 | | 2017 | 2 | 5 | 7 | | 2018 | 0 | 12 | 12 | | 2019 | 0 | 13 | 13 | | 2020 | 0 | 9 | 9 | | 2021 | 0 | 7 | 7 |
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Below are the most recent publications written about "Cluster Analysis" by people in Profiles.
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Deng MY, Sturm D, Pfaff E, Sill M, Stichel D, Balasubramanian GP, Tippelt S, Kramm C, Donson AM, Green AL, Jones C, Schittenhelm J, Ebinger M, Schuhmann MU, Jones BC, van Tilburg CM, Wittmann A, Golanov A, Ryzhova M, Ecker J, Milde T, Witt O, Sahm F, Reuss D, Sumerauer D, Zamecnik J, Korshunov A, von Deimling A, Pfister SM, Jones DTW. Radiation-induced gliomas represent H3-/IDH-wild type pediatric gliomas with recurrent PDGFRA amplification and loss of CDKN2A/B. Nat Commun. 2021 09 20; 12(1):5530.
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Gillenwater LA, Helmi S, Stene E, Pratte KA, Zhuang Y, Schuyler RP, Lange L, Castaldi PJ, Hersh CP, Banaei-Kashani F, Bowler RP, Kechris KJ. Multi-omics subtyping pipeline for chronic obstructive pulmonary disease. PLoS One. 2021; 16(8):e0255337.
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Jackson CL, Colborn K, Gao D, Rao S, Slater HC, Parikh S, Foy BD, Kittelson J. Design and analysis of a 2-year parallel follow-up of repeated ivermectin mass drug administrations for control of malaria: Small sample considerations for cluster-randomized trials with count data. Clin Trials. 2021 10; 18(5):582-593.
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Willner EC, Galan HL, Cuneo BF, Hoffman HA, Neltner B, Schuchardt EL, Karimpour-Fard A, Miyamoto SD, Sucharov CC. Amniotic fluid microRNA profiles in twin-twin transfusion syndrome with and without severe recipient cardiomyopathy. Am J Obstet Gynecol. 2021 10; 225(4):439.e1-439.e10.
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Dickinson LM, Hosokawa P, Waxmonsky JA, Kwan BM. The problem of imbalance in cluster randomized trials and the benefits of covariate constrained randomization. Fam Pract. 2021 06 17; 38(3):368-371.
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Chaussee EL, Dickinson LM, Fairclough DL. Evaluation of a covariate-constrained randomization procedure in stepped wedge cluster randomized trials. Contemp Clin Trials. 2021 06; 105:106409.
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Soler ZM, Schlosser RJ, Bodner TE, Alt JA, Ramakrishnan VR, Mattos JL, Mulligan JK, Mace JC, Smith TL. Endotyping chronic rhinosinusitis based on olfactory cleft mucus biomarkers. J Allergy Clin Immunol. 2021 05; 147(5):1732-1741.e1.
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Shakeri MT, Nezami H, Nakhaee S, Aaseth J, Mehrpour O. Assessing Heavy Metal Burden Among Cigarette Smokers and Non-smoking Individuals in Iran: Cluster Analysis and Principal Component Analysis. Biol Trace Elem Res. 2021 Nov; 199(11):4036-4044.
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Grant RW, McCloskey J, Hatfield M, Uratsu C, Ralston JD, Bayliss E, Kennedy CJ. Use of Latent Class Analysis and k-Means Clustering to Identify Complex Patient Profiles. JAMA Netw Open. 2020 12 01; 3(12):e2029068.
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Gribbons KB, Ponte C, Carette S, Craven A, Cuthbertson D, Hoffman GS, Khalidi NA, Koening CL, Langford CA, Maksimowicz-McKinnon K, McAlear CA, Monach PA, Moreland LW, Pagnoux C, Quinn KA, Robson JC, Seo P, Sreih AG, Suppiah R, Warrington KJ, Ytterberg SR, Luqmani R, Watts R, Merkel PA, Grayson PC. Patterns of Arterial Disease in Takayasu Arteritis and Giant Cell Arteritis. Arthritis Care Res (Hoboken). 2020 11; 72(11):1615-1624.
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