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تشخيص تصلب الشرايين باستخدام معالجة الصور الرقمية == The Diagnosis of Atherosclerosis Using Digital Image Processing
Author name:
عبد الكريم صكر كمر
Supervisor name:
حازم باقر طاهر العلي
General topic:
Physics
Specific topic:
Physics
Degree:
Master
University:
University of Thi-Qar - College Of Science - Physics Department
Language:
English
University location:
Dhi Qar
First pages:
26T1614 - p.pdf
Abstract:
Accelerating the pace of scientific progress and that focus in the field of human service requirements is to provide daily health and service. Health aspect is one of the most important themes of science that needs to be searched because it has a direct impact on human existence. Medical Physics is one of the branches of the Physics Department that deals with the interest of providing theoretical or scientific foundations which had the aims to provide scientific services in the medical field. The subject of the medical image processing is one of the applications of this section. It aims to increase the efficiency of medical diagnostic systems to provide an integrated diagnostic system that works to distinguish a heart disease and atherosclerosis.This study depends on medical images that were obtained from patients in Nasiriyah Heart Center. Where thesis focus on images for arteries feeding heart muscle for Infected patients and other healthy. Set of operations were performed on these images derived from work areas and the separation arteries of these areas from the rest of unimportant information within the image To be brought into the neural network, the use of 110 image to train the network 60 and 50 were used for the test.The next step is to count the number of qualities for each image after it has been extracted artery of the image by making some operations on this image .The proposed system has proven successful in the conduct of the diagnostic process through the results obtained on the ratio of 100% in the training phase and 92% in the testing phase
