Swetadri Vasan Setlur Nagesh1,2, Kunal Vakharia2,3, Muhammad Waqas2,3, Stephan A Munich2,3, Daniel R Bednarek1,2,4, Jason M Davies2,3,5, Kenneth V Snyder2,3, Maxim Mokin6, Stephen Rudin1,2,4,7,8,9, Elad I Levy1,2,3,4, Adnan H Siddiqui10,2,3,4. 1. Canon Stroke and Vascular Research Center, UB Neurosurgery, University at Buffalo, State University of New York, Buffalo, New York, USA. 2. Department of Neurosurgery, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, New York, United States. 3. Department of Neurosurgery, Gates Vascular Institute at Kaleida Health, Buffalo, New York, United States. 4. Department of Radiology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, New York, United States. 5. Department of Bioinformatics, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, New York, United States. 6. Department of Neurosurgery and Brain Repair, University of South Florida, Tampa, Florida, United States. 7. Department of Biomedical Engineering, University at Buffalo, Buffalo, New York, United States. 8. Department of Mechanical and Aerospace Engineering, University at Buffalo, Buffalo, New York, United States. 9. Department of Electrical Engineering, University at Buffalo, Buffalo, New York, United States. 10. Canon Stroke and Vascular Research Center, UB Neurosurgery, University at Buffalo, State University of New York, Buffalo, New York, USA asiddiqui@ubns.com.