"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 | 12 | 22 |
| 2021 | 9 | 18 | 27 |
| 2022 | 7 | 22 | 29 |
| 2023 | 2 | 10 | 12 |
| 2024 | 25 | 5 | 30 |
| 2025 | 3 | 3 | 6 |
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click here.
Below are the most recent publications written about "Machine Learning" by people in Profiles.
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A Novel Sensitivity Maximization at a Given Specificity Method for Binary Classifications. Cancer Prev Res (Phila). 2025 Mar 03; 18(3):117-123.
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Genome-wide prediction of dominant and recessive neurodevelopmental disorder-associated genes. Am J Hum Genet. 2025 Mar 06; 112(3):693-708.
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Machine learning-enhanced surface-enhanced spectroscopic detection of polycyclic aromatic hydrocarbons in the human placenta. Proc Natl Acad Sci U S A. 2025 Feb 18; 122(7):e2422537122.
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Contrast-enhanced magnetic resonance imaging based calf muscle perfusion and machine learning in peripheral artery disease. Sci Rep. 2025 Feb 10; 15(1):4996.
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Optimizing warfarin dosing in diabetic patients through BERT model and machine learning techniques. Comput Biol Med. 2025 Mar; 186:109755.
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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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A novel machine learning-based cancer-specific cardiovascular disease risk score among patients with breast, colorectal, or lung cancer. JNCI Cancer Spectr. 2025 Jan 03; 9(1).
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Classification of non-TCGA cancer samples to TCGA molecular subtypes using compact feature sets. Cancer Cell. 2025 Feb 10; 43(2):195-212.e11.
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Automation of Ultrasonographic Optic Nerve Sheath Diameter Measurement: A Scoping Review. J Neuroimaging. 2025 Jan-Feb; 35(1):e70017.
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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.