"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 |
|---|
| 2012 | 1 | 0 | 1 |
| 2015 | 1 | 5 | 6 |
| 2016 | 1 | 1 | 2 |
| 2017 | 1 | 5 | 6 |
| 2018 | 4 | 5 | 9 |
| 2019 | 8 | 8 | 16 |
| 2020 | 14 | 13 | 27 |
| 2021 | 8 | 21 | 29 |
| 2022 | 7 | 26 | 33 |
| 2023 | 4 | 15 | 19 |
| 2024 | 32 | 11 | 43 |
| 2025 | 24 | 29 | 53 |
| 2026 | 11 | 6 | 17 |
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Below are the most recent publications written about "Machine Learning" by people in Profiles.
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Current status and future directions for the use of artificial intelligence in pediatric critical care nephrology. Pediatr Nephrol. 2026 Aug; 41(8):2365-2380.
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Role and Use of Race in Artificial Intelligence and Machine Learning Models Related to Health. J Med Internet Res. 2025 Jul 31; 27:e73996.
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Prediction of methotrexate neurotoxicity using clinical, sociodemographic, and area-based information in children with acute lymphoblastic leukemia. Oncologist. 2025 Jun 04; 30(6).
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Validation studies of the FLASH-TV system to passively measure children's TV viewing. Sci Rep. 2024 11 30; 14(1):29805.
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Generalizable pipeline for constructing HIV risk prediction models across electronic health record systems. J Am Med Inform Assoc. 2024 02 16; 31(3):666-673.
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A novel prediction model of the risk of pancreatic cancer among diabetes patients using multiple clinical data and machine learning. Cancer Med. 2023 10; 12(19):19987-19999.
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Determining clinical course of diffuse large B-cell lymphoma using targeted transcriptome and machine learning algorithms. Blood Cancer J. 2022 02 01; 12(2):25.
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Femtomolar SARS-CoV-2 Antigen Detection Using the Microbubbling Digital Assay with Smartphone Readout Enables Antigen Burden Quantitation and Tracking. Clin Chem. 2021 12 30; 68(1):230-239.
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Metabolic liver disease - what's in a name? Nat Rev Endocrinol. 2021 02; 17(2):79-80.
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Predict multicategory causes of death in lung cancer patients using clinicopathologic factors. Comput Biol Med. 2021 02; 129:104161.