 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 | 5 | 11 | | 2016 | 1 | 4 | 5 | | 2017 | 10 | 6 | 16 | | 2018 | 19 | 11 | 30 | | 2019 | 22 | 14 | 36 | | 2020 | 21 | 17 | 38 | | 2021 | 16 | 26 | 42 | | 2022 | 15 | 32 | 47 | | 2023 | 7 | 22 | 29 | | 2024 | 35 | 13 | 48 | | 2025 | 40 | 28 | 68 | | 2026 | 14 | 7 | 21 |
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Below are the most recent publications written about "Machine Learning" by people in Profiles.
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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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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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Lina IA, So RJ, Motz KM, Collins S, Law A, Hillel AT. Machine Learning of Acoustic Voice Outcomes in Idiopathic Subglottic Stenosis. Laryngoscope. 2026 Jul; 136(7):2931-2937.
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Poleg-Polsky A. Machine learning discovers numerous new computational principles supporting elementary motion detection. Nat Commun. 2026 Mar 03; 17(1).
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Khaikin S, Tiruvadi V, Brooks J, Baird A, Grela-Mpoko AC, Hoffman L, Crossley J, Leasy M, Fineman J, Savoy M, Igarabuza L, Paranjape A, Foo CY, Birnbaum ML, Zisman-Ilani Y. Machine Learning-Based Audiovisual Phenotyping for Measuring Communication, Shared Decision-Making, and Trust. JMIR Form Res. 2026 Mar 03; 10:e85906.
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Araya AX, Iriarte E, Fernández-Lorca MB, Cornejo C. Sex Differences in Predictors of Frailty among Community-Dwelling Older Adults: Machine Learning Approach. Clin Nurs Res. 2026 Mar; 35(2-3):93-101.
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