"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.
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| Year | Major Topic | Minor Topic | Total |
|---|
| 2019 | 1 | 0 | 1 |
| 2020 | 1 | 0 | 1 |
| 2023 | 1 | 0 | 1 |
| 2025 | 2 | 0 | 2 |
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Below are the most recent publications written about "Machine Learning" by people in Profiles.
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Robust Visual Identification of Under-resourced Dermatological Diagnoses with Classifier-Steered Background Masking. AMIA Annu Symp Proc. 2024; 2024:368-377.
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A machine learning approach using gait parameters to cluster TKA subjects into stable and unstable joints for discovery analysis. Knee. 2025 Jun; 54:167-177.
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ChatGPT and conversational artificial intelligence: Friend, foe, or future of research? Am J Emerg Med. 2023 Aug; 70:81-83.
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Publicly available machine learning models for identifying opioid misuse from the clinical notes of hospitalized patients. BMC Med Inform Decis Mak. 2020 04 29; 20(1):79.
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Natural language processing and machine learning to identify alcohol misuse from the electronic health record in trauma patients: development and internal validation. J Am Med Inform Assoc. 2019 03 01; 26(3):254-261.