BrainVAE: Exploring the role of white matter BOLD in preclinical Alzheimer disease classification
Yikang Li, Lyuan Xu, Lianrui Zuo…·the Alzheimer’s Disease Neuroimaging Initiative
This paper introduces BrainVAE, a transformer-based variational autoencoder, to classify preclinical Alzheimer's disease using white matter BOLD signals and finds it outperforms other models when combining white and gray matter data.