"Machine Learning" 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 type of ARTIFICIAL INTELLIGENCE that enable COMPUTERS to independently initiate and execute LEARNING when exposed to new data.
| Descriptor ID |
D000069550
|
| MeSH Number(s) |
G17.035.250.500 L01.224.050.375.530
|
| Concept/Terms |
|
Below are MeSH descriptors whose meaning is more general than "Machine Learning".
Below are MeSH descriptors whose meaning is more specific than "Machine Learning".
This graph shows the total number of publications written about "Machine Learning" by people in this website by year, and whether "Machine Learning" 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 |
|---|
| 2015 | 1 | 4 | 5 |
| 2016 | 1 | 1 | 2 |
| 2017 | 3 | 9 | 12 |
| 2018 | 4 | 8 | 12 |
| 2019 | 9 | 8 | 17 |
| 2020 | 14 | 17 | 31 |
| 2021 | 16 | 26 | 42 |
| 2022 | 8 | 36 | 44 |
| 2023 | 3 | 18 | 21 |
| 2024 | 26 | 9 | 35 |
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click here.
Below are the most recent publications written about "Machine Learning" by people in Profiles.
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Does machine learning improve prediction accuracy of the Endoscopic Third Ventriculostomy Success Score? A contemporary Hydrocephalus Clinical Research Network cohort study. Childs Nerv Syst. 2024 Dec 10; 41(1):42.
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The use of cloud based machine learning to predict outcome in intracerebral haemorrhage without explicit programming expertise. Neurosurg Rev. 2024 Dec 03; 47(1):883.
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Validation studies of the FLASH-TV system to passively measure children's TV viewing. Sci Rep. 2024 11 30; 14(1):29805.
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SDePER: a hybrid machine learning and regression method for cell-type deconvolution of spatial barcoding-based transcriptomic data. Genome Biol. 2024 Oct 14; 25(1):271.
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StratoMod: predicting sequencing and variant calling errors with interpretable machine learning. Commun Biol. 2024 Oct 13; 7(1):1316.
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Machine learning in the prevention of heart failure. Heart Fail Rev. 2025 Jan; 30(1):117-129.
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Recommendations for Performance Evaluation of Machine Learning in Pathology: A Concept Paper From the College of American Pathologists. Arch Pathol Lab Med. 2024 Oct 01; 148(10):e335-e361.
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Rapid Hyperspectral Photothermal Mid-Infrared Spectroscopic Imaging from Sparse Data for Gynecologic Cancer Tissue Subtyping. Anal Chem. 2024 Oct 08; 96(40):15880-15887.
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Machine Learning on 50,000 Manuscripts Shows Increased Clinical Research by Academic Cardiac Surgeons. J Surg Res. 2024 Nov; 303:71-80.
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Disease prediction with multi-omics and biomarkers empowers case-control genetic discoveries in the UK Biobank. Nat Genet. 2024 Sep; 56(9):1821-1831.