"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
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MeSH Number(s) |
G17.035.250.500 L01.224.050.375.530
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Concept/Terms |
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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 |
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2015 | 1 | 2 | 3 |
2016 | 3 | 1 | 4 |
2017 | 3 | 5 | 8 |
2018 | 14 | 9 | 23 |
2019 | 18 | 11 | 29 |
2020 | 10 | 10 | 20 |
2021 | 3 | 24 | 27 |
2022 | 4 | 22 | 26 |
2023 | 3 | 20 | 23 |
2024 | 1 | 3 | 4 |
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Below are the most recent publications written about "Machine Learning" by people in Profiles.
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Machine learning and XAI approaches highlight the strong connection between O3 and NO2 pollutants and Alzheimer's disease. Sci Rep. 2024 03 05; 14(1):5385.
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Transfer Learning for Mortality Prediction in Non-Small Cell Lung Cancer with Low-Resolution Histopathology Slide Snapshots. Stud Health Technol Inform. 2024 Jan 25; 310:735-739.
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Artificial Intelligence and Machine Learning for Improving Glycemic Control in Diabetes: Best Practices, Pitfalls, and Opportunities. IEEE Rev Biomed Eng. 2024; 17:19-41.
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Machine learning interpretable models of cell mechanics from protein images. Cell. 2024 01 18; 187(2):481-494.e24.
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Predicting seizure recurrence after an initial seizure-like episode from routine clinical notes using large language models: a retrospective cohort study. Lancet Digit Health. 2023 Dec; 5(12):e882-e894.
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Artificial intelligence and allied subsets in early detection and preclusion of gynecological cancers. Biochim Biophys Acta Rev Cancer. 2023 11; 1878(6):189026.
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Best Practices for Artificial Intelligence and Machine Learning for Computer-Aided Diagnosis in Medical Imaging. J Am Coll Radiol. 2024 Feb; 21(2):341-343.
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Pilot study of machine learning in the task of distinguishing high and low-grade pediatric hydronephrosis on ultrasound. Investig Clin Urol. 2023 11; 64(6):588-596.
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Unmasking Critical Illness: Using Machine Learning and Biomarkers to See What Lies Beneath. Pediatr Crit Care Med. 2023 10; 24(10):869-871.
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Machine learning identification of patient clusters for cutaneous melanoma. Ital J Dermatol Venerol. 2023 Oct; 158(5):388-394.