MIND: Modality-Informed Knowledge Distillation Framework for Multimodal Clinical Prediction Tasks

Computer Science

• Knowledge Distillation 100%
• Coder 22%
• Experimental Result 11%
• Model Compression 11%
• Network Architecture 11%
• Deep Neural Network 11%
• Generalizability 11%
• Use Case 11%
• Time Series Data 11%
• Clinical Data 11%
• Optimal Performance 11%
• Knowledge Transfer 11%
• Multimodal Learning 11%
• Binary Classification 11%

Keyphrases

• Clinical Prediction Model 100%
• Multimodal Model 33%
• Suboptimal Performance 11%
• Diverse Representation 11%
• Single Head 11%
• Multimodal Fusion 11%
• Head Model 11%
• Non-medical 11%
• Clinical Time-series Data 11%

Social Sciences

• Imputation 100%