CardioFusion-XAI: a robust multi-scale and explainable framework for cardiac MRI-based disease classification
Cardiovascular diseases remain a major global health burden, and early diagnosis using cardiac magnetic resonance imaging (MRI) is essential. However, manual interpretation is subjective, while existing deep learning models often show inconsistent preprocessing, limited multi-scale feature learning, and poor inte...