Principal Component Analysis

"Principal Component 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

Mathematical procedure that transforms a number of possibly correlated variables into a smaller number of uncorrelated variables called principal components.

Descriptor ID	D025341
MeSH Number(s)	E05.318.740.562
Concept/Terms	Principal Component Analysis Principal Component Analysis Analyses, Principal Component Analysis, Principal Component Principal Component Analyses

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

Analytical, Diagnostic and Therapeutic Techniques and Equipment [E]
Investigative Techniques [E05]
Epidemiologic Methods [E05.318]
Statistics as Topic [E05.318.740]
Principal Component Analysis [E05.318.740.562]

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

publications

Timeline | Most Recent

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

Bar chart showing 76 publications over 16 distinct years, with a maximum of 9 publications in 2011

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

Year	Major Topic	Minor Topic	Total
2004	1	0	1
2005	0	3	3
2008	0	6	6
2009	0	3	3
2010	0	6	6
2011	0	9	9
2012	1	6	7
2013	0	7	7
2014	0	5	5
2015	0	3	3
2016	1	6	7
2017	0	4	4
2018	0	7	7
2019	0	5	5
2021	0	2	2
2022	0	1	1

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

Patel J, Khandwal D, Choudhary B, Ardeshana D, Jha RK, Tanna B, Yadav S, Mishra A, Varshney RK, Siddique KHM. Differential Physio-Biochemical and Metabolic Responses of Peanut (Arachis hypogaea L.) under Multiple Abiotic Stress Conditions. Int J Mol Sci. 2022 Jan 08; 23(2).

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Sun S, Karki C, Aguilera J, Lopez Hernandez AE, Sun J, Li L. Computational Study on the Function of Palmitoylation on the Envelope Protein in SARS-CoV-2. J Chem Theory Comput. 2021 Oct 12; 17(10):6483-6490.

View in: PubMed
Zhang L, Zhou Y, Wu B, Zhang S, Zhu K, Liu CH, Yu X, Alfano RR. Intraoperative detection of human meningioma using a handheld visible resonance Raman analyzer. Lasers Med Sci. 2022 Mar; 37(2):1311-1319.

View in: PubMed
Teteh D, Ericson M, Monice S, Dawkins-Moultin L, Bahadorani N, Clark P, Mitchell E, Trevi?o LS, Llanos A, Kittles R, Montgomery S. The Black identity, hair product use, and breast cancer scale. PLoS One. 2019; 14(12):e0225305.

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Bigdely-Shamlo N, Touryan J, Ojeda A, Kothe C, Mullen T, Robbins K. Automated EEG mega-analysis I: Spectral and amplitude characteristics across studies. Neuroimage. 2020 02 15; 207:116361.

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Ohandjo AQ, Liu Z, Dammer EB, Dill CD, Griffen TL, Carey KM, Hinton DE, Meller R, Lillard JW. Transcriptome Network Analysis Identifies CXCL13-CXCR5 Signaling Modules in the Prostate Tumor Immune Microenvironment. Sci Rep. 2019 10 18; 9(1):14963.

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Zhou Y, Liu CH, Wu B, Yu X, Cheng G, Zhu K, Wang K, Zhang C, Zhao M, Zong R, Zhang L, Shi L, Alfano RR. Optical biopsy identification and grading of gliomas using label-free visible resonance Raman spectroscopy. J Biomed Opt. 2019 09; 24(9):1-12.

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Mahaparale PR, Vinjamuri BP, Chavan MS, Chougule MB, Haware RV. Computational Predictability of Microsponge Properties Using Different Multivariate Models. AAPS PharmSciTech. 2019 Apr 23; 20(5):172.

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Rebholz CM, Young BA, Katz R, Tucker KL, Carithers TC, Norwood AF, Correa A. Patterns of Beverages Consumed and Risk of Incident Kidney Disease. Clin J Am Soc Nephrol. 2019 01 07; 14(1):49-56.

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Wei R, Ross AB, Su M, Wang J, Guiraud SP, Draper CF, Beaumont M, Jia W, Martin FP. Metabotypes Related to Meat and Vegetable Intake Reflect Microbial, Lipid and Amino Acid Metabolism in Healthy People. Mol Nutr Food Res. 2018 11; 62(21):e1800583.

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