A Similarity-Constrained Multi-way Gated Attention Network for Focused Ultrasound-induced Blood-brain Barrier Opening Evaluation

The proposed method enhances temporal resolution, achieves superior predictive performance with interpretable cavitation features, and shows strong potential for real-time outcome prediction in FUS-mediated BBB disruption.