Cascaded Multi-Modal Mixing Transformers for Alzheimer's Disease Classification with Incomplete Data

Linfeng Liu, Siyu Liu, Lu Zhang, Xuan Vinh To, Fatima A. Nasrallah, Shekhar S. Chandra

Abstract: Highlights•A novel cascaded transformers model for multi-modal disease classification.•No theoretical limits to the number of modalities.•Versatile enough to handle different missing data situations.