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.
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".
Below are MeSH descriptors whose meaning is more specific than "Principal Component Analysis".
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.
To see the data from this visualization as text,
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| Year | Major Topic | Minor Topic | Total |
|---|
| 2002 | 1 | 0 | 1 |
| 2003 | 0 | 1 | 1 |
| 2004 | 0 | 2 | 2 |
| 2005 | 1 | 0 | 1 |
| 2006 | 0 | 3 | 3 |
| 2007 | 0 | 3 | 3 |
| 2008 | 1 | 5 | 6 |
| 2009 | 1 | 2 | 3 |
| 2010 | 2 | 14 | 16 |
| 2011 | 0 | 8 | 8 |
| 2012 | 0 | 10 | 10 |
| 2013 | 0 | 10 | 10 |
| 2014 | 1 | 11 | 12 |
| 2015 | 0 | 7 | 7 |
| 2016 | 0 | 5 | 5 |
| 2017 | 0 | 9 | 9 |
| 2018 | 1 | 9 | 10 |
| 2019 | 1 | 3 | 4 |
| 2020 | 1 | 7 | 8 |
| 2021 | 0 | 1 | 1 |
| 2022 | 0 | 1 | 1 |
| 2023 | 0 | 1 | 1 |
| 2024 | 0 | 2 | 2 |
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Below are the most recent publications written about "Principal Component Analysis" by people in Profiles.
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Accelerated dimensionality reduction of single-cell RNA sequencing data with fastglmpca. Bioinformatics. 2024 08 02; 40(8).
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Metabolite profiling of human renal cell carcinoma reveals tissue-origin dominance in nutrient availability. Elife. 2024 May 24; 13.
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A genetic history of continuity and mobility in the Iron Age central Mediterranean. Nat Ecol Evol. 2023 09; 7(9):1515-1524.
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Species-specific partial gene duplication in Arabidopsis thaliana evolved novel phenotypic effects on morphological traits under strong positive selection. Plant Cell. 2022 02 03; 34(2):802-817.
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Using principal component analysis to examine associations of early pregnancy inflammatory biomarker profiles and adverse birth outcomes. Am J Reprod Immunol. 2021 12; 86(6):e13497.
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Host genetic effects in pneumonia. Am J Hum Genet. 2021 01 07; 108(1):194-201.
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Obesity Shapes Metabolism in the Tumor Microenvironment to Suppress Anti-Tumor Immunity. Cell. 2020 12 23; 183(7):1848-1866.e26.
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Comprehensive evaluation on anti-inflammatory and anti-angiogenic activities in vitro of fourteen flavonoids from Daphne Genkwa based on the combination of efficacy coefficient method and principal component analysis. J Ethnopharmacol. 2021 Mar 25; 268:113683.
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Unexpected complexity of everyday manual behaviors. Nat Commun. 2020 07 16; 11(1):3564.
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Cellular origins and genetic landscape of cutaneous gamma delta T cell lymphomas. Nat Commun. 2020 04 14; 11(1):1806.