Model Predictive Control with Reinforcement Learning for Drug Delivery in Renal Anemia Management

By Adam E. Gaweda, Mehmet K. Muezzinoglu, Alfred A. Jacobs, George R. Aronoff, Michael E. Brier. 2006

28 citations recorded by the source corpus.

Subfields: Genetics, Hepatology, Transplantation

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Genetics

1. Shamim Nemati
2. Chao Yu
3. Jiming Liu
4. José David Martín-Guerrero

Citations in the corpus

• Reinforcement Learning in Healthcare: A Survey (2019, methodology): “with SARSA for decision support in anemia management [134], with the MPC component used for simulation of patient response and SARSA for optimization of the dosing strategy.”
• Reinforcement learning for closed-loop propofol anesthesia: a study in human volunteers (2014, background): “…of HIV therapy (Ernst et al., 2006), optimizing deep-brain stimulation in epilepsy treatment (Guez et al., 2008), dosing strategies for anemia management in patients with chronic renal failure (Martín-Guerrero et al., 2009; Gaweda et al., 2006), and clinical trial design (Zhao et al., 2009).”
• Adaptive treatment of anemia on hemodialysis patients: A reinforcement learning approach (2011, background): “Some previous works of reinforcement learning techniques applied to anemia management have been published in [13] and [14].”