"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 | 3 | 4 |
| 2016 | 2 | 2 | 4 |
| 2017 | 4 | 7 | 11 |
| 2018 | 10 | 3 | 13 |
| 2019 | 14 | 12 | 26 |
| 2020 | 10 | 6 | 16 |
| 2021 | 1 | 9 | 10 |
| 2022 | 4 | 11 | 15 |
| 2023 | 0 | 3 | 3 |
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Below are the most recent publications written about "Machine Learning" by people in Profiles.
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The status of digital pathology and associated infrastructure within Alzheimer's Disease Centers. J Neuropathol Exp Neurol. 2023 02 21; 82(3):202-211.
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An Automated Pipeline for Differential Cell Counts on Whole-Slide Bone Marrow Aspirate Smears. Mod Pathol. 2023 Feb; 36(2):100003.
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An AI Approach for Identifying Patients With Cirrhosis. J Clin Gastroenterol. 2023 Jan 01; 57(1):82-88.
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Seizure forecasting using machine learning models trained by seizure diaries. Physiol Meas. 2022 12 14; 43(12).
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Interpretable machine learning predicts cardiac resynchronization therapy responses from personalized biochemical and biomechanical features. BMC Med Inform Decis Mak. 2022 10 31; 22(1):282.
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Comparing Multiple Models for Section Header Classification with Feature Evaluation. Stud Health Technol Inform. 2022 Jun 06; 290:1064-1065.
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NuCLS: A scalable crowdsourcing approach and dataset for nucleus classification and segmentation in breast cancer. Gigascience. 2022 05 17; 11.
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Machine Learning for the Prevalence and Severity of Coronary Artery Calcification in Nondialysis Chronic Kidney Disease Patients: A Chinese Large Cohort Study. J Thorac Imaging. 2022 Nov 01; 37(6):401-408.
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A machine learning and clustering-based approach for county-level COVID-19 analysis. PLoS One. 2022; 17(4):e0267558.
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Machine-learning-based radiomics identifies atrial fibrillation on the epicardial fat in contrast-enhanced and non-enhanced chest CT. Br J Radiol. 2022 Jul 01; 95(1135):20211274.