Brain-Age Prediction: Systematic Evaluation of Site Effects, and Sample Age Range and Size
Yuetong Yu, H. Cui, Shalaila S. Haas, Faye New, Nicole Sanford, Kevin Yu, Denghuang Zhan, Guoyuan Yang, Jia‐Hong Gao, Dongtao Wei, Jiang Qiu, Nerisa Banaj, Dorret Irene Boomsma, Alan F. Breier, Henry Brodaty, , ENIGMA‐Lifespan Working Group
The paper evaluates factors affecting brain-age prediction models using structural neuroimaging data from 35,683 individuals, finding optimal model performance with no site harmonization, age-binning, and a sample size of over 1,600.
Human Brain Mapping · Jul 1, 2024Peer-reviewedBioinformatics