SMILE: Self-Explainable Multimodal Information Bottleneck for Medical Diagnosis
A unified learning paradigm is proposed that jointly optimizes predictive performance and modality-specific explainability by identifying the most informative elements inside each modality that contribute to diagnostic decisions by employing a matrix-based Renyi's $\alpha$-order entropy functional under the assumption...
Yu-Qing Yang, Alexander Schmatz, Zhao-Zhao Ma et al.
· 0 citations