Extracting biological age from biomedical data via deep learning: too much of a good thing?
Timothy V. Pyrkov, Konstantin Slipensky, Mikhail Barg, Alexey Kondrashin, Boris Zhurov, Aleksandr Zenin, Mikhail A. Pyatnitskiy, L. I. Men’shikov, Sergei Markov, Peter O. Fedichev
This study compares biological age models using NHANES data, finding that supervised models improve age estimation but reduce mortality prediction accuracy, and introduces a new mortality risk model.
Scientific Reports · Mar 26, 2018Peer-reviewedBioinformatics