"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 | 0 | 3 | 3 |
| 2016 | 3 | 0 | 3 |
| 2017 | 4 | 6 | 10 |
| 2018 | 16 | 8 | 24 |
| 2019 | 19 | 11 | 30 |
| 2020 | 11 | 13 | 24 |
| 2021 | 6 | 27 | 33 |
| 2022 | 8 | 27 | 35 |
| 2023 | 5 | 28 | 33 |
| 2024 | 24 | 14 | 38 |
| 2025 | 25 | 19 | 44 |
| 2026 | 16 | 16 | 32 |
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Below are the most recent publications written about "Machine Learning" by people in Profiles.
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Clinical usability of an explainable AI decision support tool and evaluation of multimodal models in NSCLC. Nat Med. 2026 Sep; 32(9):3235-3247.
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The use of machine learning models for subdural hematoma detection: a single-arm meta-analysis. Neurosurg Rev. 2026 Aug 06; 49(1).
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Reply to the letter to the editor: "Machine learning model for predicting preeclampsia-related adverse outcomes". Pregnancy Hypertens. 2026 09; 45:101501.
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Functional analysis of natural variation in the RNA-binding protein CsrA across the bacterial domain predicts regulatory activity. Nucleic Acids Res. 2026 Jul 17; 54(14).
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Combinatorial decision-making driven by multicomponent surface condensates. Proc Natl Acad Sci U S A. 2026 Jul 07; 123(27):e2527873123.
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Global Roll-Out and Continued Multi-Site Validation of the Artificial Intelligence Histology Instrument for Qualitative Assessment of Histopathology in Ulcerative Colitis. United European Gastroenterol J. 2026 Jul; 14(6):e70227.
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Enhancing breath-based diagnostics through eXplainable Artificial Intelligence. PLoS One. 2026; 21(6):e0351833.
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Intracellular acidification by microbiota-derived valeric acid facilitates trans-kingdom ecology limiting Candida parapsilosis colonization. Cell Host Microbe. 2026 Jul 08; 34(7):1320-1332.e6.
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Preoperative Neuroimaging Markers, Clinical Severity Measures, and Shunt Characteristics for Predicting Shunt Revision in Idiopathic Intracranial Hypertension: An Explainable Machine Learning Study. AJNR Am J Neuroradiol. 2026 Jun 03; 47(6):1569-1577.
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Domain-adapted foundation model for automated cardiac CT substructure segmentation for thoracic radiotherapy. Radiother Oncol. 2026 Aug; 221:111619.