"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 | 0 | 1 | 1 |
| 2015 | 1 | 0 | 1 |
| 2016 | 1 | 1 | 2 |
| 2017 | 1 | 1 | 2 |
| 2018 | 0 | 2 | 2 |
| 2019 | 3 | 2 | 5 |
| 2020 | 3 | 2 | 5 |
| 2021 | 1 | 1 | 2 |
| 2022 | 0 | 5 | 5 |
| 2023 | 0 | 3 | 3 |
| 2024 | 2 | 1 | 3 |
| 2025 | 4 | 2 | 6 |
| 2026 | 3 | 1 | 4 |
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Below are the most recent publications written about "Machine Learning" by people in Profiles.
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Machine learning prediction of asthma and allergic rhinitis in children with early-onset atopic dermatitis. J Allergy Clin Immunol. 2026 Aug; 158(2):395-407.
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Development and validation of a machine learning model to identify individuals at high risk for psychotic disorders using medical record data. BMC Psychiatry. 2026 02 10; 26(1).
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Clinical risk prediction models for worsening heart failure events and all-cause mortality in adults with mild-to-moderate chronic kidney disease. ESC Heart Fail. 2026 Feb 03; 13(1).
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The importance of modifiable lifestyle factors for episodic memory: a gradient boosted tree analysis. J Gerontol B Psychol Sci Soc Sci. 2026 01 02; 81(1).
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Multiple polygenic score approach in colorectal cancer risk prediction. Sci Rep. 2025 Oct 30; 15(1):38006.
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Enhancing risk stratification for incident systolic heart failure through machine learning and natural language processing. Am Heart J. 2026 Feb; 292:107280.
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Machine learning diagnosis of cognitive impairment and dementia in harmonized older adult cohorts. Alzheimers Dement. 2025 Aug; 21(8):e70508.
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Modeling the importance of life exposure factors on memory performance in diverse older adults: A machine learning approach. Alzheimers Dement. 2025 Aug; 21(8):e70428.
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Beyond TNM staging: Machine learning of individualized colon cancer outcomes. Surgery. 2025 Oct; 186:109571.
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Identifying lifestyle risk factors that discriminate memory trajectories: Differential findings across racial and ethnic groups in older adults. Neurobiol Aging. 2025 Oct; 154:84-91.