"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 |
|---|
| 2014 | 0 | 1 | 1 |
| 2015 | 0 | 2 | 2 |
| 2016 | 0 | 1 | 1 |
| 2018 | 1 | 0 | 1 |
| 2019 | 1 | 0 | 1 |
| 2020 | 3 | 2 | 5 |
| 2021 | 6 | 1 | 7 |
| 2022 | 0 | 3 | 3 |
| 2023 | 1 | 1 | 2 |
| 2024 | 4 | 3 | 7 |
| 2025 | 1 | 0 | 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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Alzheimer's Disease: Exploring Pathophysiological Hypotheses and the Role of Machine Learning in Drug Discovery. Int J Mol Sci. 2025 Jan 24; 26(3).
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AI-driven feature selection and epigenetic pattern analysis: A screening strategy of CpGs validated by pyrosequencing for body fluid identification. Forensic Sci Int. 2025 Feb; 367:112339.
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Physics-Based Machine Learning Trains Hamiltonians and Decodes the Sequence-Conformation Relation in the Disordered Proteome. J Chem Theory Comput. 2024 Nov 26; 20(22):10266-10274.
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Rapid Hyperspectral Photothermal Mid-Infrared Spectroscopic Imaging from Sparse Data for Gynecologic Cancer Tissue Subtyping. Anal Chem. 2024 10 08; 96(40):15880-15887.
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An enhanced machine learning approach for effective prediction of IgA nephropathy patients with severe proteinuria based on clinical data. Comput Biol Med. 2024 May; 173:108341.
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Statistical and Machine Learning Analysis in Brain-Imaging Genetics: A Review of Methods. Behav Genet. 2024 May; 54(3):233-251.
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Predicting COVID-19 new cases in California with Google Trends data and a machine learning approach. Inform Health Soc Care. 2024 Jan 02; 49(1):56-72.
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What Complexity Science Predicts About the Potential of Artificial Intelligence/Machine Learning to Improve Primary Care. J Am Board Fam Med. 2024; 37(2):332-345.
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Application of machine learning in predicting survival outcomes involving real-world data: a scoping review. BMC Med Res Methodol. 2023 11 13; 23(1):268.
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Delineating epileptogenic networks using brain imaging data and personalized modeling in drug-resistant epilepsy. Sci Transl Med. 2023 01 25; 15(680):eabp8982.