CT Image Registration in Acute Stroke Monitoring

June 28, 2018 ยท Declared Dead ยท ๐Ÿ› International Convention on Information and Communication Technology, Electronics and Microelectronics

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Authors Lucio Amelio, Alessia Amelio arXiv ID 1806.10836 Category cs.CV: Computer Vision Cross-listed cs.CY Citations 5 Venue International Convention on Information and Communication Technology, Electronics and Microelectronics Last Checked 3 months ago
Abstract
We present a new system based on tracking the temporal evolution of stroke lesions using an image registration technique on CT exams of the patient's brain. The system is able to compare past CT exams with the most recent one related to stroke event in order to evaluate past lesions which are not related to stroke. Then, it can compare recent CT exams related to the current stroke for assessing the evolution of the lesion over time. A new similarity measure is also introduced for the comparison of the source and target images during image registration. It will result in a cheaper, faster and more accessible evaluation of the acute phase of the stroke overcoming the current limitations of the proposed systems in the state-of-the-art.
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