Author

Liu Wang

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Open access Aug 2026

TAPGFusion: Anatomy-Aware Triple-Attention and MRI-Conditioned Prior Learning for Multimodal Medical Image Fusion

TAPGFusion is a unified framework that jointly addresses multi-scale feature representation, fine-grained feature selection, and spatially adaptive anatomical–functional fusion.

Liu Wang, Yang Zhou, Wen-Jia Li et al. · Biosensors · 0 citations

Open access Aug 2026

MSFusion: Multi-Scale Cross-Modal Fusion with Adaptive Attention for Multimodal Medical Image Fusion

Results demonstrate that MSFusion sets a new standard for accurate, detailed, and clinically meaningful multimodal image fusion, and addresses insufficient exploitation of cross-scale complementarity by dynamically weighting features via learnable attention.

Liu Wang, Yang Zhou, Wen-Jia Li et al. · Biosensors · 0 citations