A Novel Scheme for the Early Diagnosis of Alzheimer’s Disease through MRI Analysis

مخطط مبتكر للتشخيص المبكر لمرض ألزهايمر من خلال تحليل التصوير بالرنين المغناطيسي

Clicks: 259
ID: 114085
2020
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Abstract
Alzheimer disease (AD) is the most common dementia type disease after the age of 65. This leads to cognitive disability to the person being affected. The existing methods are not able to definitely diagnose the disease at an earlier stage. Also, if we can diagnose the disease earlier, treatments can be given at a proper time. Accordingly, an innovative technique should be developed with good accuracy, specificity, and sensitivity. In this scenario, the Magnetic Resonance Imaging (MRI) can be utilized. In this research work,  a method has been proposed using Discrete Wavelet Networks (DWNs). This method gives better results in case of MRI images.
يُعد داء ألزهايمر (AD) أكثر أمراض الخرف شيوعاً بعد سن الخامسة والستين، مما يؤدي إلى قصور إدراكي لدى الشخص المصاب. وتعجز الطرق الحالية عن تشخيص المرض تشخيصاً قاطعاً في مراحله المبكرة؛ في حين أن التشخيص المبكر يتيح تقديم العلاجات في الوقت المناسب. وبناءً على ذلك، تبرز الحاجة إلى تطوير تقنية مبتكرة تتميز بمستويات جيدة من الدقة والنوعية والحساسية. وفي هذا السياق، يمكن الاستفادة من تقنية التصوير بالرنين المغناطيسي (MRI). يُقترح في هذا العمل البحثي طريقة تعتمد على شبكات المويجات المتقطعة (DWNs)؛ حيث تُحقق هذه الطريقة نتائج أفضل في معالجة صور الرنين المغناطيسي.
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Authors Sandeep C S;N Vijayakumar;Sukesh A Kumar;
Journal adbu journal of engineering technology
Year 2020
DOI
923
URL
http://journals.dbuniversity.ac.in/ojs/index.php/AJET/article/view/923
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