"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 |
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click here.
Below are the most recent publications written about "Machine Learning" by people in Profiles.
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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.
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Machine learning reveals limited contribution of trans-only encoded variants to the HLA-DQ immunopeptidome. Commun Biol. 2023 Apr 21; 6(1):442.
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Effect of a Machine Learning Recommender System and Viral Peer Marketing Intervention on Smoking Cessation: A Randomized Clinical Trial. JAMA Netw Open. 2023 01 03; 6(1):e2250665.
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Biomarkers of necrotizing enterocolitis in the era of machine learning and omics. Semin Perinatol. 2023 02; 47(1):151693.
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Improving Performance of Breast Lesion Classification Using a ResNet50 Model Optimized with a Novel Attention Mechanism. Tomography. 2022 Sep 28; 8(5):2411-2425.