SMAS: Structural MRI-Based AD Score using Bayesian VAE
Aditya Nemali, José Bernal, Renat Yakupov, D. Singh, Martin Dyrba, Enise Irem Incesoy, S. Mukherjee, Oliver Peters, Julian Hellmann‐Regen, Ersin Ersözlü, Lukas Preis, Josef Priller, Eike Jakob Spruth, Slawek Altenstein, Andrea Lohse, , Gabriel Ziegler
This paper introduces SMAS, a Bayesian VAE-based AD score from structural MRI data, showing strong correlations with cognitive decline and brain atrophy markers, and outperforming existing measures in predicting AD.
bioRxiv · Nov 7, 2024 · PreprintNeuroscience