"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 |
|---|
| 2016 | 0 | 1 | 1 |
| 2018 | 1 | 1 | 2 |
| 2019 | 1 | 1 | 2 |
| 2020 | 1 | 2 | 3 |
| 2021 | 1 | 3 | 4 |
| 2022 | 2 | 3 | 5 |
| 2023 | 2 | 1 | 3 |
| 2025 | 3 | 0 | 3 |
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Below are the most recent publications written about "Machine Learning" by people in Profiles.
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A robust machine learning model based on ribosomal-subunit-derived piRNAs for diagnostic potential of nonsmall cell lung cancer across multicentre, large-scale of sequencing data. Clin Transl Med. 2025 08; 15(8):e70418.
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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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A novel performance scoring quantification framework for stress test set-ups. PLoS One. 2023; 18(4):e0284083.
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The status of digital pathology and associated infrastructure within Alzheimer's Disease Centers. J Neuropathol Exp Neurol. 2023 02 21; 82(3):202-211.
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Gait Detection from a Wrist-Worn Sensor Using Machine Learning Methods: A Daily Living Study in Older Adults and People with Parkinson's Disease. Sensors (Basel). 2022 Sep 19; 22(18).
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Implementation of Machine Learning to Predict Cost of Care Associated with Ambulatory Single-Level Lumbar Decompression. World Neurosurg. 2022 Nov; 167:e1072-e1079.
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Prediction of total healthcare cost following total shoulder arthroplasty utilizing machine learning. J Shoulder Elbow Surg. 2022 Dec; 31(12):2449-2456.
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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.