"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 | 1 | 5 | 6 |
| 2018 | 3 | 3 | 6 |
| 2019 | 5 | 5 | 10 |
| 2020 | 10 | 11 | 21 |
| 2021 | 9 | 18 | 27 |
| 2022 | 7 | 22 | 29 |
| 2023 | 2 | 10 | 12 |
| 2024 | 23 | 4 | 27 |
| 2025 | 0 | 1 | 1 |
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click here.
Below are the most recent publications written about "Machine Learning" by people in Profiles.
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OSBPL3 modulates the immunosuppressive microenvironment and predicts therapeutic outcomes in pancreatic cancer. Biol Direct. 2025 Jan 09; 20(1):5.
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General Kernel Machine Methods for Multi-Omics Integration and Genome-Wide Association Testing With Related Individuals. Genet Epidemiol. 2025 Jan; 49(1):e22610.
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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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Predictive analysis of COVID-19 occurrence and vaccination impacts across the 50 US states. Comput Biol Med. 2025 Feb; 185:109493.
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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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Machine Learning-Based Prediction Model for ICU Mortality After Continuous Renal Replacement Therapy Initiation in Children. Crit Care Explor. 2024 Dec 01; 6(12):e1188.
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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.