Consensus paper: cerebellum and social cognition

F Van Overwalle, M Manto, Z Cattaneo, S Clausi… - The Cerebellum, 2020 - Springer
The traditional view on the cerebellum is that it controls motor behavior. Although recent
work has revealed that the cerebellum supports also nonmotor functions such as cognition …

Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls

MR Arbabshirani, S Plis, J Sui, VD Calhoun - Neuroimage, 2017 - Elsevier
Neuroimaging-based single subject prediction of brain disorders has gained increasing
attention in recent years. Using a variety of neuroimaging modalities such as structural …

Visualizing deep neural network decisions: Prediction difference analysis

LM Zintgraf, TS Cohen, T Adel, M Welling - ar**, 2020 - Wiley Online Library
Neuroimaging‐based approaches have been extensively applied to study mental illness in
recent years and have deepened our understanding of both cognitively healthy and …

Using support vector machine to identify imaging biomarkers of neurological and psychiatric disease: a critical review

G Orru, W Pettersson-Yeo, AF Marquand… - Neuroscience & …, 2012 - Elsevier
Standard univariate analysis of neuroimaging data has revealed a host of neuroanatomical
and functional differences between healthy individuals and patients suffering a wide range …