"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 | 1 | 3 | 4 |
| 2016 | 3 | 1 | 4 |
| 2017 | 3 | 6 | 9 |
| 2018 | 15 | 9 | 24 |
| 2019 | 18 | 11 | 29 |
| 2020 | 10 | 11 | 21 |
| 2021 | 4 | 23 | 27 |
| 2022 | 5 | 27 | 32 |
| 2023 | 3 | 24 | 27 |
| 2024 | 17 | 11 | 28 |
| 2025 | 5 | 2 | 7 |
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click here.
Below are the most recent publications written about "Machine Learning" by people in Profiles.
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Machine Learning for Predicting Critical Events Among Hospitalized Children. JAMA Netw Open. 2025 May 01; 8(5):e2513149.
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Multicenter Development and Prospective Validation of eCARTv5: A Gradient-Boosted Machine-Learning Early Warning Score. Crit Care Explor. 2025 Apr 01; 7(4):e1232.
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Multicenter Development and Prospective Validation of eCARTv5: A Gradient-Boosted Machine-Learning Early Warning Score. Crit Care Explor. 2025 Apr; 7(4):e1232.
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RNA Splicing Events in Circulation Distinguish Individuals With and Without New-onset Type 1 Diabetes. J Clin Endocrinol Metab. 2025 Mar 17; 110(4):1148-1157.
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Label-Free Detection of Biochemical Changes during Cortical Organoid Maturation via Raman Spectroscopy and Machine Learning. Anal Chem. 2025 Mar 11; 97(9):5029-5037.
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Machine Learning-Based Pediatric Early Warning Score: Patient Outcomes in a Pre- Versus Post-Implementation Study, 2019-2023. Pediatr Crit Care Med. 2025 Feb 01; 26(2):e146-e154.
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Individualized transfusion decisions to minimize adverse cardiovascular outcomes in patients with acute myocardial infarction and anemia. Am Heart J. 2025 Apr; 282:146-155.
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Multimodal Blood-Based Biomarker Panel Reveals Altered Lysosomal Ionic Content in Alzheimer's Disease. ACS Chem Biol. 2025 01 17; 20(1):137-152.
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Developing a Predictive Model for Metastatic Potential in Pancreatic Neuroendocrine Tumor. J Clin Endocrinol Metab. 2024 Dec 18; 110(1):263-274.
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PICNIC accurately predicts condensate-forming proteins regardless of their structural disorder across organisms. Nat Commun. 2024 12 11; 15(1):10668.