"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 | 21 | 29 |
| 2022 | 7 | 26 | 33 |
| 2023 | 4 | 15 | 19 |
| 2024 | 32 | 11 | 43 |
| 2025 | 24 | 29 | 53 |
| 2026 | 11 | 6 | 17 |
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Below are the most recent publications written about "Machine Learning" by people in Profiles.
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Phenotypic analysis of human and murine endometrial organoids using a machine learning approach. Reproduction. 2026 Sep 03; 172(3).
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Inclusion of Multi-Omic Biomarkers Improves Prediction Accuracy of Response, Relapse, and Overall Survival in Acute Myeloid Leukemia Patients Receiving High-Intensity Induction Chemotherapy. Cancer Med. 2026 Sep; 15(9):e72281.
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Multimodal genotype-phenotype analysis in SMARCB1-associated developmental disorders. Genet Med. 2026 Sep; 28(9):102614.
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Predicting the risk of venous thromboembolism events in older adults with rheumatoid arthritis after initiating targeted disease-modifying antirheumatic drugs: a comparison of the random survival forest and regularized cox regression models. Curr Med Res Opin. 2026 Mar; 42(3):615-630.
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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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Artificial intelligence in sleep medicine I: Diagnosis, treatment, care, and research. Sleep Med Rev. 2026 Aug; 88:102295.
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Development and Multicenter External Validation of a Real-Time Artificial Intelligence Diagnostic System for Diabetic Peripheral Neuropathy Based on Wearable Devices. Gerontology. 2026; 72(7):500-516.
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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 04 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.