Multimodal Learning and Fusion Across Scales for Clinical Decision Support

This book constitutes the refereed proceedings of the 15th International Workshop, ML-CDS 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 27, 2025.The 13 full papers presented in this book were carefully selected after review. Submissions are organized in the following topical sections: Multimodal analysis and fusion; Multimodal models for decision support.