dc.contributor.advisor | Shyu, Chi-Ren | eng |
dc.contributor.author | Anderson, Blake, 1986- | eng |
dc.date.issued | 2010 | eng |
dc.date.submitted | 2010 Summer | eng |
dc.description | "July 2010." | eng |
dc.description | "A Thesis presented to the Faculty of the Graduate School at the University of Missouri--Columbia In Partial Fulfillment of the Requirements for the Degree Master of Science." | eng |
dc.description | Thesis supervisor: Dr. Chi-Ren Shyu. | eng |
dc.description.abstract | Through years of experience, expert image analysts acquire knowledge which allows them to perform an in-depth analysis of images quickly and efficiently. This research aims to build a humanlike framework and cognitive model of visual analysis based on the tacit visual knowledge of expert image analysts in medicine. Gaze tracking is used to discover the cognitive processes of radiologic technologists during their evaluation of x-ray scans. The resulting gaze patterns can be used to create visual routines which extract meaningful information from low-level image features and make them available to high-level cognitive processes. This method achieves a functional prototype of visual analysis within the biological, computational and memory limitations of the human visual system. The routines from this framework can be used to understand expert cognition, train new analysts, perform automated analysis, and potentially provide an informatics tool for medical error prevention. | eng |
dc.description.bibref | Includes bibliographical references (pages 69-72). | eng |
dc.format.extent | 1 online resource (vii, 72 pages) : illustrations (some color) | eng |
dc.identifier.oclc | 900731763 | eng |
dc.identifier.uri | https://hdl.handle.net/10355/44839 | |
dc.language | English | eng |
dc.publisher | University of Missouri--Columbia | eng |
dc.relation.ispartofcommunity | University of Missouri--Columbia. Graduate School. Theses and Dissertations | eng |
dc.rights | OpenAccess. | eng |
dc.rights.license | This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 License. | |
dc.subject | Computer Science | eng |
dc.title | Applying visual routines in a cognitive model of visual analysis | eng |
dc.type | Thesis | eng |
thesis.degree.discipline | Computer science (MU) | eng |
thesis.degree.grantor | University of Missouri--Columbia | eng |
thesis.degree.level | Masters | eng |
thesis.degree.name | M.S. | eng |