MSAFF: Multi-Way Soft Attention Fusion Framework With the Large Foundation Models for the Diagnosis of Alzheimer's Disease - Bi, Xia-An; Shen, Wenzhuo; Shan, Yinglu; Chen, Dayou; Xu, Luyun; Chen, Ke; Liu, Zhonghua (IEEE transaction on neural networks and learning systems, 2025)
Keywords: Algorithms; Alzheimer Disease - diagnosis; Alzheimer Disease - diagnostic imaging; Alzheimer Disease - genetics; Alzheimer’s disease (AD); Attention; Attention mechanisms; Data mining; disease diagnosis; Feature extraction; Foundation models; Functional magnetic resonance imaging; Humans; Imaging; imaging genetics; large foundation model (LFM); Mathematical models; multi-way soft attention fusion framework; Neural Networks, Computer; Noise; Pathogenesis; pathogeny extraction; Training