Residual Partial Least Squares Learning: Brain Cortical Thickness Simultaneously Predicts Eight Non-pairwise-correlated Behavioural and Disease Outcomes in Alzheimer's Disease
Duy-Thanh Vu, Duy-Cat Can, Christelle Schneuwly Diaz, Julien Bodelet, Guillaume E. Blanc, Huy Phan, Gilles Allali, Viet-Dung Nguyen, Hengyi Cao, Xingru He, Yannick Muller, Bangdong Zhi, Haochang Shou, Haoyu Zhang, Wei He, , The Alzheimer's Disease Neuroimaging Initiative (ADNI)
This paper introduces re-PLS Learning to predict multiple AD outcomes from brain cortical thickness, identifying joint predictive regions across cohorts.
bioRxiv · Mar 11, 2024 · PreprintNeuroscience