Adaptive Control of Bivalirudin in the Cardiac Intensive Care Unit
Abstract
Bivalirudin is a direct thrombin inhibitor used in the cardiac intensive care unit when heparin is contraindicated due to heparin-induced thrombocytopenia. Since it is not a commonly used drug, clinical experience with its dosing is sparse. In earlier work ([1]) we developed a dynamic system model that accurately predicts the effect of bivalirudin given dosage over time and pa- tient physiological characteristics. This paper develops adaptive dosage controllers that regulate its effect to desired levels. To that end, and in the case that bivalirudin model parameters are available,we develop a Model Reference Control law. In the case that model parameters are unknown, an indirect Model Reference Adaptive Control scheme is applied to estimate model parameters first and then adapt the controller. Alternatively, direct Model Reference Adaptive Control is applied to adapt the controller directly without estimating model parameters first. Our algorithms are validated using actual patient data from a large hospital in the Boston area.
Document Details
- Document Type
- Technical Report
- Publication Date
- Jan 01, 2015
- Accession Number
- AD1028092
Entities
People
- Ioannis Ch. Paschalidis
- Qi Zhao
- Thomas Edrich
Organizations
- University of Texas at Austin