"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 | 2 | 1 | 3 |
| 2016 | 0 | 1 | 1 |
| 2017 | 3 | 2 | 5 |
| 2018 | 2 | 2 | 4 |
| 2019 | 5 | 5 | 10 |
| 2020 | 5 | 5 | 10 |
| 2021 | 3 | 7 | 10 |
| 2022 | 1 | 6 | 7 |
| 2023 | 0 | 2 | 2 |
| 2024 | 3 | 1 | 4 |
| 2025 | 3 | 1 | 4 |
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click here.
Below are the most recent publications written about "Machine Learning" by people in Profiles.
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Training, Validating, and Testing Machine Learning Prediction Models for Endometrial Cancer Recurrence. JCO Precis Oncol. 2025 May; 9:e2400859.
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Ensemble learning with explainable AI for improved heart disease prediction based on multiple datasets. Sci Rep. 2025 Apr 22; 15(1):13912.
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Disease diagnostics using machine learning of B cell and T cell receptor sequences. Science. 2025 Feb 21; 387(6736):eadp2407.
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Leveraging AI to improve disease screening among American Indians: insights from the Strong Heart Study. Exp Biol Med (Maywood). 2024; 249:10341.
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MetaPhenotype: A Transferable Meta-Learning Model for Single-Cell Mass Spectrometry-Based Cell Phenotype Prediction Using Limited Number of Cells. Anal Chem. 2024 Dec 10; 96(49):19238-19247.
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DSA Quantitative Analysis and Predictive Modeling of Obliteration in Cerebral AVM following Stereotactic Radiosurgery. AJNR Am J Neuroradiol. 2024 Oct 03; 45(10):1521-1527.
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Validating brain activity measures as reliable indicators of individual diagnostic group and genetically mediated sub-group membership Fragile X Syndrome. Sci Rep. 2024 10 03; 14(1):22982.
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The Collaboverse: A Collaborative Data-Sharing and Speech Analysis Platform. J Speech Lang Hear Res. 2024 Oct 24; 67(10S):4137-4156.
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VER-Net: a hybrid transfer learning model for lung cancer detection using CT scan images. BMC Med Imaging. 2024 May 24; 24(1):120.
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Multivariate Models to Diagnose Early Referral-Warranted Retinopathy of Prematurity With Handheld Optical Coherence Tomography. Transl Vis Sci Technol. 2023 05 01; 12(5):26.