"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 |
|---|
| 2019 | 2 | 0 | 2 |
| 2020 | 2 | 0 | 2 |
| 2021 | 1 | 2 | 3 |
| 2022 | 0 | 2 | 2 |
| 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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An overview of clinical machine learning applications in neurology. J Neurol Sci. 2023 Dec 15; 455:122799.
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Pre-operative prediction of post-operative urinary retention in lumbar surgery: a prospective validation of machine learning model. Eur Spine J. 2023 11; 32(11):3868-3874.
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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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External Validation of a Machine Learning Algorithm for Predicting Clinically Meaningful Functional Improvement After Arthroscopic Hip Preservation Surgery. Am J Sports Med. 2022 11; 50(13):3593-3599.
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Development and internal validation of machine learning algorithms for predicting complications after primary total hip arthroplasty. Arch Orthop Trauma Surg. 2023 Apr; 143(4):2181-2188.
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Who will respond to intensive PTSD treatment? A machine learning approach to predicting response prior to starting treatment. J Psychiatr Res. 2022 07; 151:78-85.
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Artificial intelligence in spine care: current applications and future utility. Eur Spine J. 2022 08; 31(8):2057-2081.
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Artificial intelligence and spine imaging: limitations, regulatory issues and future direction. Eur Spine J. 2022 08; 31(8):2007-2021.