Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/142766
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dc.contributor.authorSaxena, Ashishen_US
dc.date.accessioned2020-06-30T03:12:29Z-
dc.date.available2020-06-30T03:12:29Z-
dc.date.issued2020-
dc.identifier.citationSaxena, A. (2020). Carotid artery stenosis (CAS) disease detection by passive and active medical infrared (IR) thermal imaging. Doctoral thesis, Nanyang Technological University, Singapore.en_US
dc.identifier.urihttps://hdl.handle.net/10356/142766-
dc.description.abstractCarotid artery stenosis (CAS) or atherosclerosis, wherein narrowing of the carotid artery passage occurs as a result of endothelial cell dysfunction and inflammation that leads to thrombosis formation. With the presence of stenosis, alterations in the carotid artery hemodynamics bring about changes in the heat transfer to the surrounding tissue, which is expected to translate into resulting temperature maps over the external skin surface; possibly correlates to the presence of stenosis. These abnormal temperature maps could be captured and quantified using non-contact/non-invasive infrared (IR) thermal imaging/thermography. Labeled with Duplex Ultrasound examination, a total of 134 carotid arteries samples from 67 study participants were studied using both passive (80 samples from 40 participants) and active (with external cooling stimulation, 54 samples from 27 participants) thermographic techniques, which resulted in an accuracy of 94% and 85%, respectively. This study suggests the potential of thermography as a possible screening tool for CAS patients.en_US
dc.language.isoenen_US
dc.publisherNanyang Technological Universityen_US
dc.rightsThis work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0).en_US
dc.subjectEngineering::Mechanical engineering::Fluid mechanicsen_US
dc.subjectScience::Medicine::Computer applicationsen_US
dc.titleCarotid artery stenosis (CAS) disease detection by passive and active medical infrared (IR) thermal imagingen_US
dc.typeThesis-Doctor of Philosophyen_US
dc.contributor.supervisorNg Yin Kweeen_US
dc.contributor.schoolSchool of Mechanical and Aerospace Engineeringen_US
dc.description.degreeDoctor of Philosophyen_US
dc.identifier.doi10.32657/10356/142766-
dc.contributor.supervisoremailMYKNG@ntu.edu.sgen_US
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