Identification of coronary artery stenosis based on hybrid segmentation and feature fusion
نویسندگان
چکیده
Coronary artery disease has been the utmost mutual heart in past decades. Various research is going on to prevent this disease. Obstructive CAD occurs when one or more of coronary arteries which supply blood myocardium are narrowed owing plaque build-up arteries’ inner walls, causing stenosis. The fundamental task required for interpretation angiography identification and quantification severity stenosis within circulation. Medical experts use X-ray identify vessel/artery Due artefact, image less clarity it will be challenging medical expert find artery. solution problem a computational framework proposed segment spot location Here author presented an automatic method detect from angiogram image. A unified Computational Jerman, Level-set, fine-tuning structure, developed extract segmented features artery’s current experimental outcomes illustrate that achieves average specificity, sensitivity, Accuracy, precision F-scores 95%, 97.5%, 98%, 97.5% respectively.
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1 University of Hannover, Institute of Computer Science in Civil Engineering, Callinstraße 34, 30167 Hannover, Germany, [email protected] 2 University of New South Wales, Water Research Laboratory, King Street, Sydney, 2093, Australia, [email protected] 3 University of Technology Hamburg, Department of River and Coastal Engineering, Denickestraße 22, 21073 Hamburg, Germany,...
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ژورنال
عنوان ژورنال: Automatika
سال: 2023
ISSN: ['0005-1144', '1848-3380']
DOI: https://doi.org/10.1080/00051144.2023.2205727