Characterization of Human Torso Vascular Morphometry in Normotensive and Hypotensive Trauma Patients
Technical Report,30 Jun 2015,29 Jun 2016
University of Michigan Ann Arbor United States
Pagination or Media Count:
Non-compressible torso hemorrhage remains the leading cause of preventable death on the battlefield and a leading cause of death in civilian centers. The purpose of this project is to provide basic morphometric understanding of aortic and vena caval anatomy as it relates to the rest of the body with the goal of enabling the use of various occlusion catheters that can control bleeding in non-compressible torso injuries in the field. One year into the project, we have identified and processed the base morphomics and much of the aortic and vena caval measurements for the 2000 civilian CT scans. Additionally, we have developed a machine learning algorithm for aortic identification that will speed processing and reduce inter- and intra-user variability. Regarding the military scans, we have secured HRPO IRB approval and are actively working on a process for receiving military CT scans. Finally, we have begun planning our data analysis and have executed pilot assessments to validate the approach.