Leveraging the adolescent brain cognitive development study to improve behavioral prediction from neuroimaging in smaller replication samples

C Makowski, TT Brown, W Zhao, DJ Hagler Jr… - Cerebral …, 2024 - academic.oup.com
Neuroimaging is a popular method to map brain structural and functional patterns to
complex human traits. Recently published observations cast doubt upon these prospects …

Improving the reliability of fMRI-based predictions of intelligence via semi-blind machine learning

G Lohmann, S Heczko, L Mahler, Q Wang… - bioRxiv, 2023 - biorxiv.org
Predicting neuromarkers for cognitive abilities using fMRI has been a major focus of
research in the past few years. However, it has recently been reported that many thousands …