Publications/2022

2022

• K. Upadhyay, A. Alshareef, A.K. Knutsen, C.L. Johnson, A. Carass, P.V. Bayly, D.L. Pham, J.L. Prince, and K.T. Ramesh, "Development of Subject-Specific 3D Human Head Models Based on a Nonlinear Visco-Hyperelastic Constitutive Framework", Society of Engineering Science Annual Technical Meeting (SES 2022), College Station, TX, October 16 – 19, 2022.

• S.W. Remedios, S. Han, Y. Xue, T. Tran, A. Carass, D.L. Pham, and J.L. Prince, "Deep filter bank regression for super-resolution of anisotropic MR brain images", 25^th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2022), Singapore, September 18–22, 2022.
• K. Upadhyay, D.G. Giovanis, A. Alshareef, A.K. Knutsen, C.L. Johnson, A. Carass, P.V. Bayly, M.D. Shields, and K.T. Ramesh, "Data-driven Uncertainty Quantification in Computational Human Head Models", Computer Methods in Applied Mechanics and Engineering, 398:115108, 2022. 
• K. Upadhyay, R. Jagani, D.G. Giovanis, A. Alshareef, A.K. Knutsen, C.L. Johnson, A. Carass, P.V. Bayly, M.D. Shields, and K.T. Ramesh, "Effect of Human Head Shape on the Risk of Traumatic Brain Injury: A Gaussian Process Regression-Based Machine Learning Approach", World Congress of Biomechanics, Taipei, Taiwan, July 10 – 13, 2022.
• A. Alshareef, P.V. Bayly, A.K. Knutsen, K. Upadhyay, R.J. Okamoto, A. Carass, J.A. Butman, D.L. Pham, J.L. Prince, K.T. Ramesh, and C.L. Johnson, "A Publicly Available Dataset of Human Brain Biomechanics Using MR Imaging for Computational Model Validation", 39^th Annual National Neurotrauma Symposium (NNS 2022), Atlanta, GA, June 26 – 29, 2022.
• P. Tohidi, S.W. Remedios, D.L. Greenman, M. Shao, S. Han, B.E. Dewey, J.C. Reinhold, Y.-Y. Chou, D.L. Pham, J.L. Prince, and A. Carass, "Multiple Sclerosis Brain Lesion Segmentation with Different Architecture Ensembles", Proceedings of SPIE Medical Imaging (SPIE-MI 2022), San Diego, CA, February 20–24, 2022.
• C. Gao, L. Jin, J.L. Prince, and A. Carass, "Effects of Defacing Whole Head MRI on Neuroanalysis", Proceedings of SPIE Medical Imaging (SPIE-MI 2022), San Diego, CA, February 20–24, 2022.
• A. Alshareef, A. Carass, A.K. Knutsen, M.E. Peters, K.T. Ramesh, and J.L. Prince, "Investigating the Effect of Ventricle Size on Brain Deformation using Computational Models", Proceedings of SPIE Medical Imaging (SPIE-MI 2022), San Diego, CA, February 20–24, 2022.
• A. Alshareef, C.L. Johnson, A. Carass, A.K. Knutsen, K.T. Ramesh, P.V. Bayly, D.L. Pham, and J.L. Prince, "Correlation of Cerebral Vasculature to Brain Stiffness Using MRE", Proceedings of SPIE Medical Imaging (SPIE-MI 2022), San Diego, CA, February 20–24, 2022.
• P. Duan, S. Han, L. Zuo, Y. An, Y. Liu, A. Alshareef, J. Lee, A. Carass, S.M. Resnick, and J.L. Prince, "Cranial Meninges Reconstruction Based on Convolutional Networks and Deformable Models: Applications to Longitudinal Study of Normal Aging", Proceedings of SPIE Medical Imaging (SPIE-MI 2022), San Diego, CA, February 20–24, 2022.
• M. Shao, L. Zuo, A. Carass, J. Zhuo, R. P. Gullapalli, and J.L. Prince, "Evaluating the impact of MR image harmonization on thalamus deep network segmentation", Proceedings of SPIE Medical Imaging (SPIE-MI 2022), San Diego, CA, February 20–24, 2022.