"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 | 3 | 4 |
| 2016 | 3 | 1 | 4 |
| 2017 | 3 | 6 | 9 |
| 2018 | 15 | 8 | 23 |
| 2019 | 18 | 11 | 29 |
| 2020 | 10 | 12 | 22 |
| 2021 | 4 | 23 | 27 |
| 2022 | 5 | 27 | 32 |
| 2023 | 3 | 25 | 28 |
| 2024 | 18 | 12 | 30 |
| 2025 | 9 | 7 | 16 |
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click here.
Below are the most recent publications written about "Machine Learning" by people in Profiles.
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Site-specific pain dynamics: associations between accelerometer-measured physical activity patterns and pain in older adults. J Headache Pain. 2025 Dec 17; 26(1):287.
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Contrastive learning enhances fairness in pathology artificial intelligence systems. Cell Rep Med. 2025 Dec 16; 6(12):102527.
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Physical activity levels may impact on the risk of premature mortality in people with epilepsy. Nat Commun. 2025 Nov 07; 16(1):9837.
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Prompt-based multimodal representation learning for drug repurposing. Brief Bioinform. 2025 Nov 01; 26(6).
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Development of an alcohol biosensor non-wear algorithm: laboratory-based machine learning and field-based deployment. Sci Rep. 2025 Aug 25; 15(1):31154.
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Machine Learning for Predicting Critical Events Among Hospitalized Children. JAMA Netw Open. 2025 May 01; 8(5):e2513149.
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Multicenter Development and Prospective Validation of eCARTv5: A Gradient-Boosted Machine-Learning Early Warning Score. Crit Care Explor. 2025 Apr 01; 7(4):e1232.
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Multicenter Development and Prospective Validation of eCARTv5: A Gradient-Boosted Machine-Learning Early Warning Score. Crit Care Explor. 2025 Apr; 7(4):e1232.
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RNA Splicing Events in Circulation Distinguish Individuals With and Without New-onset Type 1 Diabetes. J Clin Endocrinol Metab. 2025 Mar 17; 110(4):1148-1157.
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Advancing hierarchical neural networks with scale-aware pyramidal feature learning for medical image dense prediction. Comput Methods Programs Biomed. 2025 Jun; 265:108705.