Multimodal Variational Autoencoder for Low-cost Cardiac Hemodynamics Instability Detection

A novel multimodal variational autoencoder, CardioVAEX,G, integrates low-cost chest X-ray (CXR) and electrocardiogram (ECG) modalities to predict cardiac hemodynamic instability (CHDI) with promising performance.