Vice Chair for Research, Anesthesiology
School of Medicine

Automation, statistical analysis and machine learning, computational physiologic models

2018 UCI Innovators Award Nomination

Rinehart, J., M. Cannesson, S. Weeraman, L. Barvais, L.V. Obbergh and A. Joosten, Closed-Loop Control of Vasopressor Administration in Patients Undergoing Cardiac Revascularization Surgery. J Cardiothorac Vasc Anesth, 2020.

Joosten, A., S. Coeckelenbergh, B. Alexander, M. Cannesson and J. Rinehart, Feasibility of computer-assisted vasopressor infusion using continuous non-invasive blood pressure monitoring in high-risk patients undergoing renal transplant surgery. Anaesth Crit Care Pain Med, 2020.

Rinehart J, Ma M, Calderon MD, Bardaji A, Hafiane R, Van der Linden P, Joosten A. Blood pressure variability in surgical and intensive care patients: Is there a potential for closed-loop vasopressor administration? Anaesth Crit Care Pain Med 2018.

Rinehart J, Joosten A, Ma M, Calderon MD, Cannesson M. Closed-loop vasopressor control: in-silico study of robustness against pharmacodynamic variability. J Clin Monit Comput 2018.

Ricks CJ, Ma MW, Gastelum JR, Rajan GR, Rinehart JB. A Prospective Observational Cohort Study of Calls for Help in a Tertiary Care Academic Operating Room Suite. Anesth Analg 2018

Joosten A, Raj Lawrence S, Colesnicenco A, Coeckelenbergh S, Vincent JL, Van der Linden P, Cannesson M, Rinehart J. Personalized Versus Protocolized Fluid Management Using Noninvasive Hemodynamic Monitoring (Clearsight System) in Patients Undergoing Moderate-Risk Abdominal Surgery. Anesth Analg 2018.

Chou J, Rinehart JB. Computer simulated modeling of healthy and diseased right ventricular and pulmonary circulation. J Clin Monit Comput 2018.

Rinehart JB, Lee TC, Kaneshiro K, Tran MH, Sun C, Kain ZN. Perioperative blood ordering optimization process using information from an anesthesia information management system. Transfusion 2016;56:938-45.

NIH/National Heart Lung and Blood Institute, University of California Center for Applied Innovation. Closed-Loop Vasopressor Infusions

NIH 20182925-03 Machine Learning of Physiological Waveforms and Electronic Health Record Data to Predict, Diagnose, and Treat Hemodynamic Disturbances

Link to this profile
https://faculty.uci.edu/profile/?facultyId=6873

Last updated
11/03/2020