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How Long Will My Mouse Live? Machine Learning Approaches for Prediction of Mouse Life Span
2008
The journals of gerontology. Series A, Biological sciences and medical sciences
Prediction of individual lifespan based upon characteristics evaluated at middle-age represents a challenging objective for aging research. In this study, we used machine learning algorithms to construct models that predict lifespan in a stock of genetically heterogeneous mice. Lifespanprediction accuracy of 22 algorithms was evaluated using a cross-validation approach, in which models were trained and tested with distinct subsets of data. Using a combination of body weight and T-cell subset
doi:10.1093/gerona/63.9.895
pmid:18840793
pmcid:PMC2693389
fatcat:zpcylalfqze3lmi2f5gp4zhfsy