"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 | 2 | 3 | 5 |
| 2017 | 47 | 36 | 83 |
| 2018 | 67 | 51 | 118 |
| 2019 | 33 | 26 | 59 |
| 2020 | 35 | 23 | 58 |
| 2021 | 37 | 37 | 74 |
To return to the timeline, click here.
Below are the most recent publications written about "Machine Learning" by people in Profiles.
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Femtomolar SARS-CoV-2 Antigen Detection Using the Microbubbling Digital Assay with Smartphone Readout Enables Antigen Burden Quantitation and Tracking. Clin Chem. 2021 12 30; 68(1):230-239.
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Application of artificial intelligence and machine learning for COVID-19 drug discovery and vaccine design. Brief Bioinform. 2021 11 05; 22(6).
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ENNAVIA is a novel method which employs neural networks for antiviral and anti-coronavirus activity prediction for therapeutic peptides. Brief Bioinform. 2021 11 05; 22(6).
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Development, evaluation and validation of machine learning algorithms to detect atypical and asymptomatic presentations of Covid-19 in hospital practice. QJM. 2021 Nov 05; 114(7):496-501.
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Single-cell multi-omics sequencing: application trends, COVID-19, data analysis issues and prospects. Brief Bioinform. 2021 11 05; 22(6).
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A predictive paradigm for COVID-19 prognosis based on the longitudinal measure of biomarkers. Brief Bioinform. 2021 11 05; 22(6).
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Pharmacoepidemiology, Machine Learning, and COVID-19: An Intent-to-Treat Analysis of Hydroxychloroquine, With or Without Azithromycin, and COVID-19 Outcomes Among Hospitalized US Veterans. Am J Epidemiol. 2021 11 02; 190(11):2405-2419.
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Predictors of mortality among long-term care residents with SARS-CoV-2 infection. J Am Geriatr Soc. 2021 12; 69(12):3377-3388.
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Infectious disease mRNA vaccines and a review on epitope prediction for vaccine design. Brief Funct Genomics. 2021 09 11; 20(5):289-303.
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[Simulation Analysis of the Impact of COVID-19 Pandemic Control on Air Quality in Henan Province based on Machine Learning Algorithm]. Huan Jing Ke Xue. 2021 Sep 08; 42(9):4126-4139.