"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 | 1 | 4 | 5 |
| 2016 | 1 | 1 | 2 |
| 2017 | 1 | 5 | 6 |
| 2018 | 3 | 3 | 6 |
| 2019 | 5 | 5 | 10 |
| 2020 | 9 | 12 | 21 |
| 2021 | 9 | 18 | 27 |
| 2022 | 7 | 22 | 29 |
| 2023 | 2 | 10 | 12 |
| 2024 | 27 | 8 | 35 |
| 2025 | 6 | 8 | 14 |
To return to the timeline,
click here.
Below are the most recent publications written about "Machine Learning" by people in Profiles.
-
Prediction of methotrexate neurotoxicity using clinical, sociodemographic, and area-based information in children with acute lymphoblastic leukemia. Oncologist. 2025 Jun 04; 30(6).
-
Functional connectome-based predictive modeling of suicidal ideation. J Affect Disord. 2025 Oct 15; 387:119518.
-
Machine learning-based prognostic subgrouping of glioblastoma: A multicenter study. Neuro Oncol. 2025 May 15; 27(4):1102-1115.
-
Evaluation of enzyme activity predictions for variants of unknown significance in Arylsulfatase A. Hum Genet. 2025 Mar; 144(2-3):295-308.
-
Genome-wide prediction of dominant and recessive neurodevelopmental disorder-associated genes. Am J Hum Genet. 2025 Mar 06; 112(3):693-708.
-
Machine learning and computational fluid dynamics derived FFRCT demonstrate comparable diagnostic performance in patients with coronary artery disease; A Systematic Review and Meta-Analysis. J Cardiovasc Comput Tomogr. 2025 Mar-Apr; 19(2):232-246.
-
Machine learning-enhanced surface-enhanced spectroscopic detection of polycyclic aromatic hydrocarbons in the human placenta. Proc Natl Acad Sci U S A. 2025 Feb 18; 122(7):e2422537122.
-
Contrast-enhanced magnetic resonance imaging based calf muscle perfusion and machine learning in peripheral artery disease. Sci Rep. 2025 Feb 10; 15(1):4996.
-
Pseudo-HFOs Elimination in iEEG Recordings Using a Robust Residual-Based Dictionary Learning Framework. IEEE J Biomed Health Inform. 2025 Feb; 29(2):857-869.
-
Clinical Features and Physiological Signals Fusion Network for Mechanical Circulatory Support Need Prediction in Pediatric Cardiac Intensive Care Unit. IEEE J Biomed Health Inform. 2025 Feb; 29(2):783-791.