 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 | 3 | 4 | | 2004 | 0 | 12 | 12 | | 2005 | 0 | 12 | 12 | | 2006 | 0 | 10 | 10 | | 2007 | 0 | 13 | 13 | | 2008 | 0 | 11 | 11 | | 2009 | 0 | 13 | 13 | | 2010 | 0 | 21 | 21 | | 2011 | 2 | 15 | 17 | | 2012 | 1 | 26 | 27 | | 2013 | 0 | 24 | 24 | | 2014 | 1 | 26 | 27 | | 2015 | 1 | 15 | 16 | | 2016 | 1 | 16 | 17 | | 2017 | 2 | 5 | 7 | | 2018 | 0 | 15 | 15 | | 2019 | 0 | 14 | 14 | | 2020 | 0 | 9 | 9 | | 2021 | 1 | 7 | 8 | | 2022 | 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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Seal S, Wrobel J, Johnson AM, Nemenoff RA, Schenk EL, Bitler BG, Jordan KR, Ghosh D. On clustering for cell-phenotyping in multiplex immunohistochemistry (mIHC) and multiplexed ion beam imaging (MIBI) data. BMC Res Notes. 2022 Jun 20; 15(1):215.
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Campbell NV, Mickael C, Kumar S, Zhang H, Campbell IL, Gillen AE, Trentin CO, Diener K, Gao B, Kheyfets VO, Gu S, Kumar R, Phang T, Brown RD, Graham BB, Stenmark KR. Single-cell RNA sequencing and binary hierarchical clustering define lung interstitial macrophage heterogeneity in response to hypoxia. Am J Physiol Lung Cell Mol Physiol. 2022 07 01; 323(1):L58-L68.
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Lin NW, Arbet J, Mroz MM, Liao SY, Restrepo CI, Mayer AS, Li L, Barkes BQ, Schrock S, Hamzeh N, Fingerlin TE, Carlson NE, Maier LA. Clinical phenotyping in sarcoidosis using cluster analysis. Respir Res. 2022 Apr 09; 23(1):88.
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Black JC, Rockhill KM, Dart RC, Iwanicki J. Clustering patterns in polysubstance mortality in the United States in 2017: a multiple correspondence analysis of death certificate data. Ann Epidemiol. 2023 Jan; 77:119-126.
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Andrews JG, Lamb MM, Conway KM, Street N, Westfield C, Ciafaloni E, Matthews D, Pandya S. Differentiation of Pediatric-Onset Duchenne and Becker Muscular Dystrophy Subphenotypes Using Data from the Muscular Dystrophy Surveillance Tracking and Research Network (MD STARnet). J Neuromuscul Dis. 2022; 9(1):171-178.
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Rooholamini SN, Jennings B, Zhou C, Kaiser SV, Garber MD, Tchou MJ, Ralston SL. Effect of a Quality Improvement Bundle to Standardize the Use of Intravenous Fluids for Hospitalized Pediatric Patients: A Stepped-Wedge, Cluster Randomized Clinical Trial. JAMA Pediatr. 2022 01 01; 176(1):26-33.
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Maldonado YA, O'Leary S, Hotez P. Vaccine Exemptions and the Risk of Continued Disease Outbreaks. Pediatrics. 2022 01 01; 149(1).
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Burney JA, DeHaan LL, Shimizu C, Bainto EV, Newburger JW, DeBiasi RL, Dominguez SR, Portman MA, Melish M, Bratincsak A, Fabi M, Corinaldesi E, Yu JJ, Gee P, Kitano N, Tremoulet AH, Cayan DR, Burns JC. Temporal clustering of Kawasaki disease cases around the world. Sci Rep. 2021 11 19; 11(1):22584.
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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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