Before revision:  We first infer patient-specific, dynamic cardiovascular states using a novel physiology-driven recurrent neural network trained in an unsupervised manner.
After revision:  Our method handles partial observability by leveraging known cardiovascular physiology, introducing a novel physiology-driven recurrent neural network trained in an unsupervised manner.