 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 | | 1997 | 0 | 1 | 1 | | 1998 | 0 | 1 | 1 | | 1999 | 1 | 3 | 4 | | 2001 | 0 | 1 | 1 | | 2002 | 0 | 2 | 2 | | 2003 | 1 | 3 | 4 | | 2004 | 0 | 11 | 11 | | 2005 | 0 | 10 | 10 | | 2006 | 0 | 11 | 11 | | 2007 | 0 | 14 | 14 | | 2008 | 0 | 13 | 13 | | 2009 | 1 | 13 | 14 | | 2010 | 0 | 21 | 21 | | 2011 | 2 | 16 | 18 | | 2012 | 1 | 29 | 30 | | 2013 | 0 | 23 | 23 | | 2014 | 1 | 24 | 25 | | 2015 | 1 | 16 | 17 | | 2016 | 0 | 19 | 19 | | 2017 | 2 | 5 | 7 | | 2018 | 0 | 16 | 16 | | 2019 | 0 | 13 | 13 | | 2020 | 0 | 10 | 10 | | 2021 | 1 | 8 | 9 | | 2022 | 0 | 14 | 14 | | 2023 | 0 | 6 | 6 |
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Below are the most recent publications written about "Cluster Analysis" by people in Profiles.
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Scott RA, Lu VI, Grove N, Patnaik JL, Manoharan N. Rates of diabetic retinopathy among cluster analysis-identified type 2 diabetic mellitus subgroups. Graefes Arch Clin Exp Ophthalmol. 2024 Feb; 262(2):411-419.
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Vestal BE, Ghosh D, Est?par RSJ, Kechris K, Fingerlin T, Carlson NE. Quantifying the spatial clustering characteristics of radiographic emphysema explains variability in pulmonary function. Sci Rep. 2023 08 24; 13(1):13862.
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Sendo S, Kiosses WB, Yang S, Wu DJ, Lee DWK, Liu L, Aschner Y, Vela AJ, Downey GP, Santelli E, Bottini N. Clustering of phosphatase RPTPa promotes Src signaling and the arthritogenic action of synovial fibroblasts. Sci Signal. 2023 07 04; 16(792):eabn8668.
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Perreault L, Suresh K, Rodriguez C, Dickinson LM, Willems E, Smith PC, Williams J, Gritz RM, Holtrop JS. Baseline Characteristics of PATHWEIGH: A Stepped-Wedge Cluster Randomized Study for Weight Management in Primary Care. Ann Fam Med. 2023 May-Jun; 21(3):249-255.
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Jamshidi-Naeini Y, Golzarri-Arroyo L, Vorland CJ, Siddique AB, Glueck DH, Allison DB. Ignoring Clustering and Nesting Effects Are Invalid Analysis Choices in a Trial with Clustered Data in Trials Testing Causal Effects. Re: "Impact of a Montessori-Based Nutrition Program on Children's Knowledge and Eating Behaviors". J Sch Health. 2023 10; 93(10):964.
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Shemirani R, Belbin GM, Burghardt K, Lerman K, Avery CL, Kenny EE, Gignoux CR, Ambite JL. Selecting Clustering Algorithms for Identity-By-Descent Mapping. Pac Symp Biocomput. 2023; 28:121-132.
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Kim H, Westerman KE, Smith K, Chiou J, Cole JB, Majarian T, von Grotthuss M, Kwak SH, Kim J, Mercader JM, Florez JC, Gaulton K, Manning AK, Udler MS. High-throughput genetic clustering of type 2 diabetes loci reveals heterogeneous mechanistic pathways of metabolic disease. Diabetologia. 2023 03; 66(3):495-507.
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Yih WK, Daley MF, Duffy J, Fireman B, McClure D, Nelson J, Qian L, Smith N, Vazquez-Benitez G, Weintraub E, Williams JTB, Xu S, Maro JC. A broad assessment of covid-19 vaccine safety using tree-based data-mining in the vaccine safety datalink. Vaccine. 2023 01 16; 41(3):826-835.
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Simon ST, Trinkley KE, Malone DC, Rosenberg MA. Interpretable Machine Learning Prediction of Drug-Induced QT Prolongation: Electronic Health Record Analysis. J Med Internet Res. 2022 12 01; 24(12):e42163.
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Bothwell S, Kaizer A, Peterson R, Ostendorf D, Catenacci V, Wrobel J. Pattern-based clustering of daily weigh-in trajectories using dynamic time warping. Biometrics. 2023 09; 79(3):2719-2731.
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