 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
|
| 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 |
|---|
| 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 | 16 | 37 | | 2021 | 16 | 26 | 42 | | 2022 | 15 | 32 | 47 | | 2023 | 7 | 22 | 29 | | 2024 | 35 | 13 | 48 | | 2025 | 38 | 28 | 66 | | 2026 | 10 | 6 | 16 |
To return to the timeline, click here.
Below are the most recent publications written about "Machine Learning" by people in Profiles.
-
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.
-
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.
-
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.
-
Poleg-Polsky A. Machine learning discovers numerous new computational principles supporting elementary motion detection. Nat Commun. 2026 Mar 03; 17(1).
-
Roy P, Roy D, Bhattacharjee S, Ghosh A, Saha S. MDPD reveals specific microbial signatures in human pulmonary diseases. Brief Bioinform. 2026 Mar 01; 27(2).
-
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.
-
Rahimi N, Hatzitaki V, Kamankesh A, Gavriilidou A, Enoka RM. Machine-learning classification of postural sway in young adults during colored noisy vestibular stimulation. J Electromyogr Kinesiol. 2026 Apr; 87:103125.
-
Kwok R, Kishore K, Zafari T, Koye DN, Hachem M, de Boer IH, Jeong TD, Min WK, Porrini E, Bjornstad P, Tham YC, MacIsaac RJ, Churilov L, Ekinci EI. RenoTrue: A diabetes-specific machine learning model to estimate glomerular filtration rate for people with diabetes. Diabetes Res Clin Pract. 2026 Mar; 233:113137.
-
Kerr WT, McFarlane KN, Allas CH, Terman SW, Reuber M, Seo SH, Barnard P, Koek AY, Karimi AH, Sreenivasan SS, Grauer JS, Sun D, Watson M, Patterson EH, Castellano J, Bagic AI, Hickman LB, Kutschman KH, Knowles L, Wardrope A, Ostwal P, MacDonald BK, Berry M, Reddy L, Robinson-Mayer N, Beimer NJ, Reddy R, Yaghoubi SK, Kirkpatrick LA, Carns DR, Israel AJ, Feusner JD, Xia Z, Wang Y, Strom LA, Pennell PB, Stern JM, Hadjiiski L, Stacey WC. Quantifying the impact of a computer-aided diagnostic score on the clinical diagnosis of functional seizures. Epilepsia. 2026 Apr; 67(4):1748-1759.
-
Sivarajkumar S, Edupuganti S, Lazris D, Bhattacharya M, Davis M, Dressman D, Thomas R, Hu Y, Ren Y, Xu H, Yang P, Huang Y, Wang Y. Extraction of Treatments and Responses From Non-Small Cell Lung Cancer Clinical Notes Using Natural Language Processing. JCO Clin Cancer Inform. 2026 Jan; 10:e2500138.
|
People  People who have written about this concept. _
Similar Concepts
People who have written about this concept.
_
Top Journals
Top journals in which articles about this concept have been published.
|