MPS-FFA: A multiplane and multiscale feature fusion attention network for Alzheimer’s disease prediction with structural MRI

Fei Liu, Huabin Wang, Shiuan-Ni Liang, Zhe Jin, Shicheng Wei, Xuejun Li

Abstract: Highlights•The model can extract more features at multiple scales from multiple planes.•The clinical assessment score is converted to a novel attention mechanism.•The feature similarity discriminator greatly improves the AD diagnosis.•The proposed MPS-FFA outperforms existing SOTA methods for AD diagnosis.

External IDs:doi:10.1016/j.compbiomed.2023.106790