Unsupervised Machine Learning
"Unsupervised 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 MACHINE LEARNING paradigm used to make predictions about future instances based on a given set of unlabeled paired input-output training (sample) data.
| Descriptor ID |
D000069558
|
| MeSH Number(s) |
G17.035.250.500.750 L01.224.050.375.530.750
|
| Concept/Terms |
|
Below are MeSH descriptors whose meaning is more general than "Unsupervised Machine Learning".
Below are MeSH descriptors whose meaning is more specific than "Unsupervised Machine Learning".
This graph shows the total number of publications written about "Unsupervised Machine Learning" by people in this website by year, and whether "Unsupervised 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 |
|---|
| 2017 | 1 | 0 | 1 |
| 2019 | 1 | 0 | 1 |
| 2022 | 0 | 1 | 1 |
To return to the timeline,
click here.
Below are the most recent publications written about "Unsupervised Machine Learning" by people in Profiles.
-
Yuan NF, Hasenstab K, Retson T, Conrad DJ, Lynch DA, Hsiao A. Unsupervised Learning Identifies Computed Tomographic Measurements as Primary Drivers of Progression, Exacerbation, and Mortality in Chronic Obstructive Pulmonary Disease. Ann Am Thorac Soc. 2022 12; 19(12):1993-2002.
-
Saboo KV, Varatharajah Y, Berry BM, Kremen V, Sperling MR, Davis KA, Jobst BC, Gross RE, Lega B, Sheth SA, Worrell GA, Iyer RK, Kucewicz MT. Unsupervised machine-learning classification of electrophysiologically active electrodes during human cognitive task performance. Sci Rep. 2019 11 22; 9(1):17390.
-
Khambhati AN, Bassett DS, Oommen BS, Chen SH, Lucas TH, Davis KA, Litt B. Recurring Functional Interactions Predict Network Architecture of Interictal and Ictal States in Neocortical Epilepsy. eNeuro. 2017 Jan-Feb; 4(1).