Using an aging-specific PPI subnetwork and graphlet-based features improves precision of aging gene prediction over whole-network baselines in some benchmarks, but not in all metrics or under an alternative ground truth.
Dynamic networks reveal key players in aging.Bioinformatics, 30(12):1721– 1729, 2014
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Supervised prediction of aging-related genes from a context-specific protein interaction subnetwork
Using an aging-specific PPI subnetwork and graphlet-based features improves precision of aging gene prediction over whole-network baselines in some benchmarks, but not in all metrics or under an alternative ground truth.