"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 | 1 | 1 |
| 2016 | 0 | 2 | 2 |
| 2018 | 1 | 0 | 1 |
| 2020 | 3 | 1 | 4 |
| 2021 | 5 | 1 | 6 |
| 2022 | 0 | 2 | 2 |
| 2023 | 1 | 0 | 1 |
| 2024 | 3 | 3 | 6 |
| 2025 | 3 | 1 | 4 |
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click here.
Below are the most recent publications written about "Machine Learning" by people in Profiles.
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Machine Learning Models to Predict Withdrawal of Life-Sustaining Therapy in Patients With Severe Traumatic Brain Injury. Neurology. 2025 Nov 11; 105(9):e214249.
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Identifying determinants of readmission and death post-stroke using explainable machine learning. PLoS One. 2025; 20(9):e0332371.
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Developing and Validating Machine Learning-Driven Risk Indices to Predict Patient Dropout During Referral, Evaluation, and Waitlisting for Kidney Transplant. Clin Transplant. 2025 Sep; 39(9):e70325.
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A serum biomarker panel and miniarray detection system for tracking disease activity and flare risk in lupus nephritis. Front Immunol. 2025; 16:1541907.
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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.