A novel methodology for predictive modeling of patient outcomes using multi-modal transformer networks and SHAP models
The Integrated Multi-Modal Contextual Network (IMCN) is proposed, a predictive modelling framework that combines multi-modal transformer networks for cross-modal fusion, recurrent neural networks with attention for real-time sequential signals, pre-trained autoencoder networks for dimensionality reduction of high-dimen...