Feb 25, 2022 · This adaptive framework is proposed to find the best sequence of feature selection methods and the number of features that selected in each step according to ...
Detailed Record ; Title: Adaptive feature selection framework for DNA methylation-based age prediction. ; Language: English ; Authors: Momeni, Zahra1 (AUTHOR)
Adaptive feature selection framework for DNA methylation-based age prediction ... age prediction based on DNA methylation using a gradient boosting regressor.
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May 2, 2024 · Epigenetic clock (eAge) algorithms utilize DNA methylation to estimate the age and risk factors for diseases as well as analyze the impact of various ...
May 1, 2023 · In this study, our aim was to test and compare a range of feature-selection methods and ML algorithms in the development of a novel DNA methylation-based ...
Sep 25, 2023 · Epigenetic clocks predict age from DNA methylation and are a valuable tool in the research of human aging, with additional applications in ...
Our new model provides a more accurate estimation of human ages which will be instrumental for understanding the regulation of DNA methylation on human aging ...
Oct 15, 2024 · A biological age prediction model was constructed using human methylation data through data preprocessing, feature selection procedures, statistical analysis, ...
Feb 28, 2023 · A novel strategy for forensic age prediction by DNA methylation and support vector regression model. Sci. Reports. 2015;5:17788. [PMC free ...
Dec 5, 2023 · In this study, we introduce an efficient and stable DNA methylation prediction model. This model incorporates a feature fusion approach, adaptive feature ...
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