"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 |
|---|
| 2012 | 1 | 0 | 1 |
| 2015 | 1 | 5 | 6 |
| 2016 | 1 | 1 | 2 |
| 2017 | 1 | 5 | 6 |
| 2018 | 4 | 5 | 9 |
| 2019 | 8 | 8 | 16 |
| 2020 | 14 | 13 | 27 |
| 2021 | 8 | 20 | 28 |
| 2022 | 7 | 26 | 33 |
| 2023 | 4 | 15 | 19 |
| 2024 | 32 | 13 | 45 |
| 2025 | 25 | 28 | 53 |
| 2026 | 8 | 2 | 10 |
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Below are the most recent publications written about "Machine Learning" by people in Profiles.
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An Introduction to Machine Learning for the Pediatric Hospitalist. Hosp Pediatr. 2026 May 01; 16(5):e381-e386.
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Predicting Heterogeneity of Treatment Effects to Transcranial Direct Current Stimulation for Knee Osteoarthritis Pain and Symptoms: A Machine Learning Approach. Clin J Pain. 2026 Apr 01; 42(4).
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Short-chain fatty acid-producing microbes differentiate non-infectious and infectious neutropenic fever in leukemia. mSystems. 2026 Apr 21; 11(4):e0134325.
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Whole Metagenomic Profiling Identifies a Gut Microbial Signature for Chronic Pancreatitis via Machine Learning. Pancreas. 2026 May-Jun 01; 55(5):e458-e468.
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Interpretable Active Learning for Pedigree Data Deduplication in Cancer Genetics. JCO Clin Cancer Inform. 2026 Mar; 10:e2500252.
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Assessment of In-Frame Indel Variants in an Unsolved Cohort of Inherited Retinal Diseases Using Machine Learning. Hum Mutat. 2026; 2026:3902530.
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ORANGE: a machine learning approach for modeling tissue-specific aging from transcriptomic data. Brief Bioinform. 2026 Mar 01; 27(2).
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Interpretable Ensemble Machine Learning Prediction of Nonadherence and the Risk of Nonpersistence of Targeted Disease-Modifying Antirheumatic Agents in Older Adults With Rheumatoid Arthritis. Clin Ther. 2026 Mar; 48(3):214-225.
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Hematologic markers and machine learning in predicting placenta accreta: A case-control study. Int J Gynaecol Obstet. 2026 Jun; 173(3):1596-1604.
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Computational Ligand-Binding Site Prediction. Adv Exp Med Biol. 2026; 1496:193-216.