"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 | 5 | 8 |
| 2018 | 14 | 9 | 23 |
| 2019 | 19 | 11 | 30 |
| 2020 | 10 | 10 | 20 |
| 2021 | 4 | 24 | 28 |
| 2022 | 4 | 23 | 27 |
| 2023 | 3 | 21 | 24 |
| 2024 | 13 | 11 | 24 |
| 2025 | 1 | 1 | 2 |
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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-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 Jan 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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Common lipidomic signatures across distinct acute brain injuries in patient outcome prediction. Neurobiol Dis. 2025 Jan; 204:106762.
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American College of Surgeons survival calculator for biliary tract cancers: using machine learning to individualize predictions. Surgery. 2025 Feb; 178:108919.
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Wireless wearable sensors can facilitate rapid detection of sleep apnea in hospitalized stroke patients. Sleep. 2024 Nov 08; 47(11).
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Using machine learning to derive neurobiological subtypes of general psychopathology in late childhood. J Psychopathol Clin Sci. 2024 Nov; 133(8):647-655.
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Predicting pathologic complete response to neoadjuvant chemotherapy in breast cancer using a machine learning approach. Breast Cancer Res. 2024 Oct 29; 26(1):148.
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Development and Validation of a Machine Learning Model for Early Detection of Untreated Infection. Crit Care Explor. 2024 Oct 01; 6(10):e1165.