AI in the ICU
B. Gholami, W. M. Haddad, J. M. Bailey, B. Geist, Y. Ueyama, W. W. Muir, "A Pilot Study Evaluating Adaptive Closed-Loop Fluid Resuscitation During States of Absolute and Relative Hypovolemia in Dogs," J. Vet. Emerg. Crit. Care, Vol. 28, No. 5, 2018.
B. Gholami, T. S. Phan, W. M. Haddad, A. Cason, J. Mullis, L. Price, J. M. Bailey "Replicating Human Expertise of Mechanical Ventilation Waveform Analysis in Detecting Patient-Ventilator Cycling Asynchrony Using Machine Learning," Comput. Biol. Med., vol. 97, pp. 137-144, 2018.
V. Chellaboina, W. M. Haddad, H. Li, and J. M. Bailey, "Limit Cycle Stability Analysis and Adaptive Control of a Multicompartment Model for a Pressure-Limited Respirator and Lung Mechanics System," Int. J. Contr., vol 83, pp. 940-955, 2010.
K. Y. Volyanskyy, W. M. Haddad, and J. M. Bailey, "Pressure- and Work-Limited Neuroadaptive Control for Mechanical Ventilation of Critical Care Patients,"IEEE Trans. Neural Networks, vol. 22, pp. 614-626, 2011.
H. Li and W. M. Haddad, "Optimal Determination of Respiratory Airflow Patterns using a Nonlinear Multicompartment Model for a Lung Mechanics System," Comp. Math. Meth. Med., vol. 2012, pp. 1 -11, 2012.
Pain and Sedation
W. M. Haddad and J. M. Bailey, "Closed-Loop Control for Intensive Care Unit Sedation," Best Practice & Research, Clinical Anaesthesiology, vol. 23, pp. 95-114, 2009.
B. Gholami, W. M. Haddad, and A. R. Tannenbaum, "Relevance Vector Machine Learning for Pain Intensity Assessment using Digital Imaging," IEEE Transactions on Biomedical Engineering, vol. 57, pp. 1457-1466, 2010.
B. Gholami, J. M. Bailey, W. M. Haddad, and A. R. Tannenbaum, "Closed-Loop Control for Cardiopulmonary Management and Intensive Care Unit Sedation using Expert Systems," IEEE Transactions on Control System Technology, vol. 20, pp. 1343-1350, 2012.
W. M. Haddad, J. M. Bailey, B. Gholami, and A. R. Tannenbaum, "Clinical Decision Support and Closed-Loop Control for Intensive Care Unit Sedation," Asian Journal of Control, vol. 15, pp. 317–339, 2013.
J. M. Aerts, W. M. Haddad, G. An, and Y. Vodovtz, "From Data Patterns to Mechanistic Models in Acute Critical Illness," Journal of Critical Care, vol. 29, pp. 604-610, 2014.
B. Gholami, W. M. Haddad, J. M. Bailey, and A. R. Tannenbaum, "Optimal Drug Dosing Control for Intensive Care Unit Sedation by using a Hybrid Deterministic-Stochastic Pharmacokinetic and Pharmacodynamic Model," Optimal Control Applications & Methods, vol. 59, pp. 423-436, 2014.