کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
6902306 | 1446500 | 2017 | 8 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Alzheimer's Detection Based on Segmentation of MRI Image
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موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
علوم کامپیوتر (عمومی)
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چکیده انگلیسی
In recent years, digital medical imaging technology has opened its door to the community. In this paper we provide a software solution for detecting the brain abnormalities for detection of Alzheimer's disease. The proposed algorithm is to produce a 3D representation of the brain from the MRI slices. This method is more accurate and reliable. MRI slices undergo different processes such as de-noising, segmentation, slice-o-matic (3D construction), and calculation of residual volume of brain parts. It uses the grey to white matter ratio for determining if the person is affected by Alzheimer's disease.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 115, 2017, Pages 474-481
Journal: Procedia Computer Science - Volume 115, 2017, Pages 474-481
نویسندگان
K.S. Biju, S.S. Alfa, Kavya Lal, Alvia Antony, M Kurup Akhil,