Profiling epigenetic age in single cells
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Dec 11, 2021 - Jupyter Notebook
#
epigenetic-clock
Here are 8 public repositories matching this topic...
This program analyzes methylation levels at six CpG sites in the genome of blood cells to produce a prediction of an individual's biological age, using different machine learning and deep learning models.
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Sep 3, 2021 - Jupyter Notebook
Code accompanying the findings in Duran-Ferrer 2020, Nat Cancer. The epiCMIT mitotic clock calculator and a Pan B-cell tumor classifier algorithm are provided.
epigenetics dna-methylation clinical-research precision-medicine bcell-tumors diagnostic-algorithm epigenetic-clock mitotic-clock classifier-algorithm blood-cancer
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Dec 1, 2023 - R
Regression models for "epigenetic clock" estimation of canine chronological age
data-science machine-learning methylation feature-extraction pca-analysis supervised-learning data-analysis nearest-neighbors predictive-modeling regression-models elastic-net penalized-regression predictive-modelling age-estimates epigenetic-clock
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Oct 23, 2020 - Jupyter Notebook
epigenetic clock calibration
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Jul 11, 2024 - R
An R package of placental epigenetic clock to estimate aging by DNA-methylation-based gestational age
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Jan 23, 2025 - R
Introduction to machine learning with tidymodels
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Jun 19, 2023 - HTML
Poster presentation at the (American Society of Human Genetics) ASHG Virtual Meeting, 2021.
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Jul 30, 2023 - HTML
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