"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 | 4 | 5 |
| 2016 | 1 | 1 | 2 |
| 2017 | 1 | 5 | 6 |
| 2018 | 4 | 3 | 7 |
| 2019 | 8 | 8 | 16 |
| 2020 | 10 | 14 | 24 |
| 2021 | 9 | 19 | 28 |
| 2022 | 8 | 28 | 36 |
| 2023 | 3 | 14 | 17 |
| 2024 | 28 | 14 | 42 |
| 2025 | 19 | 21 | 40 |
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Below are the most recent publications written about "Machine Learning" by people in Profiles.
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A multiomics recovery factor predicts long COVID in the IMPACC study. J Clin Invest. 2025 Nov 03; 135(21).
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Transforming sleep medicine: the evolving role of artificial intelligence. Curr Opin Pulm Med. 2025 Nov 01; 31(6):571-576.
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CSWG-SCAI Stages Combined With Machine Learning-Based Phenotypes for Serial Risk Stratification in Cardiogenic Shock. JACC Heart Fail. 2025 Oct; 13(10):102611.
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A Computer Vision and Machine Learning Approach to Classify Views in Distal Radius Radiographs. J Orthop Res. 2025 Nov; 43(11):2023-2030.
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Prediction of the hypothalamus-pituitary organoid formation using machine learning. Cell Rep Methods. 2025 Aug 18; 5(8):101119.
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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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Hi ChatGPT, I am a Radiologist, How can you help me? Radiol Med. 2025 Aug; 130(8):1221-1230.
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Machine Learning Predicts Mortality and Respiratory Failure in Patients Admitted With Rib Fractures. J Surg Res. 2025 Sep; 313:153-160.
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Generalizable model to predict new or progressing compression fractures in tumor-infiltrated thoracolumbar vertebrae in an all-comer population. J Neurosurg Spine. 2025 Sep 01; 43(3):273-282.
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Noninvasive Pulmonary Capillary Wedge Pressure Estimation in Heart Failure Patients With the Use of Wearable Sensing and AI. JACC Heart Fail. 2025 Aug; 13(8):102513.