"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 | 0 | 1 | 1 |
| 2016 | 0 | 1 | 1 |
| 2018 | 1 | 1 | 2 |
| 2019 | 3 | 2 | 5 |
| 2020 | 4 | 7 | 11 |
| 2021 | 2 | 7 | 9 |
| 2022 | 2 | 6 | 8 |
| 2023 | 2 | 3 | 5 |
| 2025 | 2 | 0 | 2 |
To return to the timeline,
click here.
Below are the most recent publications written about "Machine Learning" by people in Profiles.
-
Robust Visual Identification of Under-resourced Dermatological Diagnoses with Classifier-Steered Background Masking. AMIA Annu Symp Proc. 2024; 2024:368-377.
-
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.
-
An overview of clinical machine learning applications in neurology. J Neurol Sci. 2023 Dec 15; 455:122799.
-
Editorial Commentary: Machine Learning and Artificial Intelligence Are Tools Requiring Physician and Patient Input When Screening Patients at Risk for Extended, Postoperative Opioid Use. Arthroscopy. 2023 06; 39(6):1512-1514.
-
ChatGPT and conversational artificial intelligence: Friend, foe, or future of research? Am J Emerg Med. 2023 Aug; 70:81-83.
-
A novel performance scoring quantification framework for stress test set-ups. PLoS One. 2023; 18(4):e0284083.
-
The status of digital pathology and associated infrastructure within Alzheimer's Disease Centers. J Neuropathol Exp Neurol. 2023 02 21; 82(3):202-211.
-
Relation of gait measures with mild unilateral knee pain during walking using machine learning. Sci Rep. 2022 12 23; 12(1):22200.
-
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).
-
Implementation of Machine Learning to Predict Cost of Care Associated with Ambulatory Single-Level Lumbar Decompression. World Neurosurg. 2022 Nov; 167:e1072-e1079.