 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
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| MeSH Number(s) |
E05.318.740.562
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| Concept/Terms |
Principal Component Analysis- Principal Component Analysis
- Analyses, Principal Component
- Analysis, Principal Component
- Principal Component Analyses
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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, click here.
| Year | Major Topic | Minor Topic | Total |
|---|
| 2003 | 0 | 1 | 1 | | 2004 | 0 | 2 | 2 | | 2005 | 1 | 2 | 3 | | 2007 | 0 | 3 | 3 | | 2008 | 0 | 1 | 1 | | 2009 | 0 | 2 | 2 | | 2010 | 0 | 10 | 10 | | 2011 | 1 | 8 | 9 | | 2012 | 0 | 11 | 11 | | 2013 | 1 | 12 | 13 | | 2014 | 0 | 10 | 10 | | 2015 | 1 | 9 | 10 | | 2016 | 0 | 6 | 6 | | 2017 | 0 | 9 | 9 | | 2018 | 0 | 6 | 6 | | 2019 | 0 | 6 | 6 | | 2020 | 0 | 6 | 6 | | 2021 | 0 | 3 | 3 | | 2022 | 0 | 1 | 1 | | 2023 | 0 | 4 | 4 | | 2024 | 1 | 0 | 1 |
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Below are the most recent publications written about "Principal Component Analysis" by people in Profiles.
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Sch?fer M, Di Maria MV, Stone ML, Barker AJ, Carmody KK, Reece TB, Ivy DD, Jaggers J, Mitchell MB. Principal component analysis identified neo-aortic diameter variations post Norwood surgery associated with the single ventricle performance and flow quality. Int J Cardiovasc Imaging. 2024 Dec; 40(12):2603-2616.
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Sch?fer M, Mitchell MB, Brateng C, Ivy DD, Hunter KS, Nash DB, von Alvensleben JC. Extraction and Digitization of ECG Signals from Standard Clinical Portable Document Format Files for the Principal Component Analysis of T-wave Morphology. Cardiovasc Eng Technol. 2023 10; 14(5):631-639.
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Boren SB, Savitz SI, Gonzales N, Hasan K, Becerril-Gaitan A, Maroufy V, Li Y, Grotta J, Steven EA, Chen CJ, Sitton CW, Aronowski J, Haque ME. Longitudinal Morphometric Changes in the Corticospinal Tract Shape After Hemorrhagic Stroke. Transl Stroke Res. 2024 Oct; 15(5):893-901.
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Verstraete K, Das N, Gyselinck I, Topalovic M, Troosters T, Crapo JD, Silverman EK, Make BJ, Regan EA, Jensen R, De Vos M, Janssens W. Principal component analysis of flow-volume curves in COPDGene to link spirometry with phenotypes of COPD. Respir Res. 2023 Jan 19; 24(1):20.
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Vu T, Litkowski EM, Liu W, Pratte KA, Lange L, Bowler RP, Banaei-Kashani F, Kechris KJ. NetSHy: network summarization via a hybrid approach leveraging topological properties. Bioinformatics. 2023 01 01; 39(1).
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Wallis DJ, Barton KE, Knappe DRU, Kotlarz N, McDonough CA, Higgins CP, Hoppin JA, Adgate JL. Source apportionment of serum PFASs in two highly exposed communities. Sci Total Environ. 2023 Jan 10; 855:158842.
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Li J, Cai Z, Vaites LP, Shen N, Mitchell DC, Huttlin EL, Paulo JA, Harry BL, Gygi SP. Proteome-wide mapping of short-lived proteins in human cells. Mol Cell. 2021 11 18; 81(22):4722-4735.e5.
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Bolf EL, Gillis NE, Davidson CD, Cozzens LM, Kogut S, Tomczak JA, Frietze S, Carr FE. Common tumor-suppressive signaling of thyroid hormone receptor beta in breast and thyroid cancer cells. Mol Carcinog. 2021 12; 60(12):874-885.
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Neve RL, Carrillo BD, Phelan VV. Impact of Artificial Sputum Medium Formulation on Pseudomonas aeruginosa Secondary Metabolite Production. J Bacteriol. 2021 10 12; 203(21):e0025021.
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Morrison EA, Baweja L, Poirier MG, Wereszczynski J, Musselman CA. Nucleosome composition regulates the histone H3 tail conformational ensemble and accessibility. Nucleic Acids Res. 2021 05 07; 49(8):4750-4767.
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