 Machine Learning
"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
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| MeSH Number(s) |
G17.035.250.500 L01.224.050.375.530
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| Concept/Terms |
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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 | 1 | 0 | 1 | | 2015 | 6 | 6 | 12 | | 2016 | 1 | 5 | 6 | | 2017 | 10 | 6 | 16 | | 2018 | 18 | 11 | 29 | | 2019 | 23 | 14 | 37 | | 2020 | 20 | 17 | 37 | | 2021 | 16 | 24 | 40 | | 2022 | 15 | 31 | 46 | | 2023 | 7 | 22 | 29 | | 2024 | 34 | 12 | 46 | | 2025 | 39 | 28 | 67 | | 2026 | 16 | 9 | 25 |
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Below are the most recent publications written about "Machine Learning" by people in Profiles.
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Zhao B, Shen Y, Henry K, Devlin JW, Murphy DJ, Smith SE, Murray B, Rowe S, Sikora A. A Data-Driven Medication Regimen Complexity Score for Critically Ill Patients: MRC-ICU 2.0. Pharmacotherapy. 2026 Aug; 46(8):e70185.
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Tholo N, Markey G, Harrigan R, Pandey P, Prasad B, Barai RS, Gibson DS, Shukla P. The critical role of artificial intelligence and bioinformatics in accelerating peptide-based vaccine discovery for tackling global infectious diseases. Brief Bioinform. 2026 Jul 03; 27(4).
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Trinkley KE, Maw AM. Research and Scholarly Methods: Using Artificial Intelligence. J Am Coll Clin Pharm. 2026 Jul; 9(7):e70239.
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Paschalidis P, Stoumpou V, Everest L, Ma Y, Azemi T, Haider J, Zweibel S, Protopapas EM, Mather J, Tysarowski M, Sarris GE, Hagberg RC, Haronian HL, Bertsimas D. Towards optimal valve prescription for transcatheter aortic valve replacement (TAVR) surgery: a machine learning approach. Health Care Manag Sci. 2026 Jun 20; 29(3).
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Dodd K, Legget KT, Cornier MA, McHugo M, Wylie KP, Novick AM, Berman BD, Tregellas JR. Brain functional connectivity patterns associated with adiposity in schizophrenia. Psychiatry Res Neuroimaging. 2026 Oct; 362:112274.
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Hong Y. Core body temperature is associated with visual representations of social group members. Acta Psychol (Amst). 2026 Jul; 267:107178.
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Fletcher DM, Heintzelman KE, Ramasamy SB, Marks A, Melott JC, Amara AW, Memon AA. Machine Learning for Differentiating Essential Tremor: A Scoping Review. Tremor Other Hyperkinet Mov (N Y). 2026; 16:28.
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Endo Y, Kawashima J, Chatzipanagiotou O, Woldesenbet S, Aucejo F, Marques HP, Lam V, Lesurtel M, Popescu I, Weiss M, Martel G, Poultsides GA, Ruzzenente A, Endo I, Gleisner A, Shen F, Pawlik TM. Machine learning-based clustering differentiates bilateral hepatocellular carcinoma characteristics and prognosis. Surgery. 2026 Jun; 194:110186.
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Morris N, Torres RDS, Heard M, Baker PD, Herzog W, Jordan MJ. Countermovement Jump Force-Time Mechanics Differentiate ACL Injury Status in Elite Alpine Ski Racers. Scand J Med Sci Sports. 2026 Apr; 36(4):e70270.
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Raza S, Goel R, Erikstrup C, D'Alessandro A, Custer B, Li N. Harnessing big data and artificial intelligence in transfusion medicine: Opportunities for precision, safety and efficiency. Vox Sang. 2026 Apr; 121(4):441-452.
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