Robust Nonlinear State Space Model Identification for Hemorrhage Resuscitation. - Elham Estiri; Hossein Mirinejad (BHI, 2023)

Precision Dosing in Critical Care: Application of Machine Learning in Fluid Therapy. - Elham Estiri; Hossein Mirinejad (ICDH, 2023)

Closed-Loop Control of Fluid Resuscitation Using Reinforcement Learning. - Elham Estiri; Hossein Mirinejad (IEEE Access, 2023)

Variational Autoencoder-Based Model Predictive Control for Automated Fluid Resuscitation. - Elham Estiri; Hossein Mirinejad (BHI, 2024)

Bayesian Variational Autoencoders for Out-of-Distribution Detection in Physiological Modeling: A Case Study in Fluid Therapy. - Elham Estiri; Hossein Mirinejad (EMBC, 2024)

Model-Free Reinforcement Learning for Automated Fluid Administration in Critical Care. - Elham Estiri; Hossein Mirinejad (CoRR, 2024)