Biography
Cardiovascular mechanics, vascular growth and remodeling, mechanobiology and tissue engineering, and computational and statistical interventions for vascular disease.
Research Area
Awards
The Withrow Distinguished Scholar Award in 2013
NSF CAREER Award in 2012
MSU Intramural Research Grants Program (IRGP) Award in 2007
Education
Ph.D., Mechanical Engineering, Texas A&M University 2003
B.S., Biosystem Engineering, Seoul National University in Korea 1996
Publications
Z. Jiang, J. Choi, S. Baek, Machine learning approaches to surrogate multi-fidelity growth and remodeling models for efficient abdominal aortic aneurysmal applications, Computers in Biology and Medicine, Vol. 133, 104394, 2021
D. Ryu, U. Huh, S. Baek, I.-J. Wang, C.-S. Lee, Investigation for biomechanical and biochemical characteristic changes of kidney, liver and duodenum tissue according to inflation time of REBOA, Materials and Design, Vol. 205, 109718, 2021
R. Pourmodhoji, Z. Jiang, C. Tossas-Betancourt, C.A. Figueroa, S. Baek, L.-C. Lee, Inverse modeling framework for characterizing patient-specific microstructural changes in the pulmonary arteries, Journal of Mechanical Behavior of Biomedical materials, vol. 119, 104448, 2021
Y. Wang, H. Gharahi, M.R. Grobbel, A. Rao, S. Roccabianca, S. Baek, Potential damage in pulmonary artery hypertension: An experimental study of pressure-induced damage of pulmonary artery, Journal of Biomedical Material Research Part A, Vol. 109, 579-589, 2021
B. A. Zambrano, N. McLean, X. Zhao, J.-L. Tan, L. Zhong, C. A. Figueroa, L.C. Lee, S. Baek, Patient-specific computational analysis of hemodynamics and wall mechanics and their interactions in pulmonary arterial hypertension, Frontiers in Bioengineering and Biotechnology, Vol. 8, 611149, 2021
Z. Jiang, H.N. Do, J. Choi, W. Lee, S. Baek, A deep learning approach to predict abdominal aortic aneurysm using longitudinal data, Frontiers in Physics, vol. 7, article 235, 2020
C. Liu, R. Pyne, J. Kim, N.T. Wright, S. Baek, C. Chan, The impact of pre-stretch induced surface anisotropy on axon growth, Tissue Engineering, Tissue Engineering, vol. 22, pp. 102-112, 2016
B.A. Zambrano, H. Gharahi, C. Lim, F.A. Jaberi, J. Choi, W. Lee, S. Baek, Association of intraluminal thrombus, hemodynamic forces, and abdominal aortic aneurysm expansion using longitudinal CT images, Annals of Biomedical Engineering, vol. 44, 1502-1514, 2016
H. Gharahi, B.A. Zambrano, D.C. Zhu, J.K. DeMarco, S. Baek, Computational fluid dynamic simulation of human carotid artery bifurcation based on anatomy and volumetric blood flow rate measured with magnetic resonance imaging, International Journal of Advances in Engineering Sciences and Applied Mathematics, vol. 8, 46-60, 2016
S. Seyedsalehi, L. Zhang, J. Choi, S. Baek, Prior distributions of material parameters for Bayesian calibration of growth and remodeling computational model of abdominal aortic wall, Journal of Biomechanical Engineering, vol. 137, 101001, 2015
Primary Department
