"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 | 8 | 23 |
| 2019 | 18 | 11 | 29 |
| 2020 | 10 | 12 | 22 |
| 2021 | 4 | 23 | 27 |
| 2022 | 5 | 27 | 32 |
| 2023 | 3 | 25 | 28 |
| 2024 | 18 | 12 | 30 |
| 2025 | 7 | 4 | 11 |
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click here.
Below are the most recent publications written about "Machine Learning" by people in Profiles.
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Development of an alcohol biosensor non-wear algorithm: laboratory-based machine learning and field-based deployment. Sci Rep. 2025 Aug 25; 15(1):31154.
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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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Advancing hierarchical neural networks with scale-aware pyramidal feature learning for medical image dense prediction. Comput Methods Programs Biomed. 2025 Jun; 265:108705.
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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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Rethinking Copy-Paste for Consistency Learning in Medical Image Segmentation. IEEE Trans Image Process. 2025; 34:1060-1074.
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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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From physical activity patterns to cognitive status: development and validation of novel digital biomarkers for cognitive assessment in older adults. Int J Behav Nutr Phys Act. 2025 Jan 20; 22(1):11.