An Approach Towards Development of Computer Aided Monitoring System for Alzheimer's Disease based on MRI Images
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作者:
Aziz, Hani Najihah
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Univ Tun Hussein Onn Malaysia, Fac Elect & Elect Engn, Batu Pahat, MalaysiaUniv Tun Hussein Onn Malaysia, Fac Elect & Elect Engn, Batu Pahat, Malaysia
Aziz, Hani Najihah
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Mahmud, Wan Mahani Hafizah Wan
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Univ Tun Hussein Onn Malaysia, Fac Elect & Elect Engn, Batu Pahat, MalaysiaUniv Tun Hussein Onn Malaysia, Fac Elect & Elect Engn, Batu Pahat, Malaysia
Mahmud, Wan Mahani Hafizah Wan
[1
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Ching, Audrey Huong Kah
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Univ Tun Hussein Onn Malaysia, Fac Elect & Elect Engn, Batu Pahat, MalaysiaUniv Tun Hussein Onn Malaysia, Fac Elect & Elect Engn, Batu Pahat, Malaysia
Ching, Audrey Huong Kah
[1
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机构:
[1] Univ Tun Hussein Onn Malaysia, Fac Elect & Elect Engn, Batu Pahat, Malaysia
Alzheimer's disease (AD) is a disorder that affects millions of people in the world, and this number will continue increasing according to all prospects. Other than it is a serious problem that still today there is no cure for this disease, it is of even much more concern the lack of reliability and the tardiness in the diagnosis and monitoring of the disease. Implementation of latest technology into the development of computerized diagnosis system is not new. Many past studies have been looking into this matter by using different sophisticated tools. However, there is yet to find any research on the development of the monitoring system for AD which able to continuously monitor the AD patients, so as to detect any progression symptoms. In this study, a Computer Aided Monitoring (CAM) system is created to monitor the progress of AD patients and provide various data of patients in a system which can be accessed by authorized medical practitioners. To monitor the progress of AD on patients, image processing and analysis were applied to MRI images including the preprocessing stage for improving the images, and segmentation stage using thresholding method. For this system, the MRI data used are from Alzheimer's Disease Neuroimaging Initiative (ADNI) database. The CAM system was developed using Graphical User Interface (GUI) in MATLAB which consists Log In template, Information template, Patient Data template and the last template is MRI enabling image processing. This system may help the doctors to manage and monitor their AD patient on one system which have the capability of displaying and storing all data related to patients as well as detecting the progression of the disease.
机构:
Univ Santiago de Compostela, Fac Quim, Dept Quim Organ, Santiago De Compostela 15782, SpainUniv Santiago de Compostela, Fac Quim, Dept Quim Organ, Santiago De Compostela 15782, Spain
Dominguez, Jose L.
Fernandez-Nieto, Fernando
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Univ Santiago de Compostela, Ctr Singular Invest Quim Biol & Mat Mol CIQUS, Santiago De Compostela 15782, SpainUniv Santiago de Compostela, Fac Quim, Dept Quim Organ, Santiago De Compostela 15782, Spain
Fernandez-Nieto, Fernando
Castro, Marian
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Univ Santiago de Compostela, Dept Farmacol, Inst Farm Ind, Ctr Invest Med Mol & Enfermedades Cron CIMUS, Santiago De Compostela 15782, SpainUniv Santiago de Compostela, Fac Quim, Dept Quim Organ, Santiago De Compostela 15782, Spain
Castro, Marian
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Catto, Marco
Rita Paleo, M.
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Univ Santiago de Compostela, Fac Quim, Dept Quim Organ, Santiago De Compostela 15782, Spain
Univ Santiago de Compostela, Ctr Singular Invest Quim Biol & Mat Mol CIQUS, Santiago De Compostela 15782, SpainUniv Santiago de Compostela, Fac Quim, Dept Quim Organ, Santiago De Compostela 15782, Spain
Rita Paleo, M.
Porto, Silvia
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Univ Santiago de Compostela, Ctr Singular Invest Quim Biol & Mat Mol CIQUS, Santiago De Compostela 15782, SpainUniv Santiago de Compostela, Fac Quim, Dept Quim Organ, Santiago De Compostela 15782, Spain
Porto, Silvia
Javier Sardina, F.
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Univ Santiago de Compostela, Ctr Singular Invest Quim Biol & Mat Mol CIQUS, Santiago De Compostela 15782, SpainUniv Santiago de Compostela, Fac Quim, Dept Quim Organ, Santiago De Compostela 15782, Spain
Javier Sardina, F.
Brea, Jose M.
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Univ Santiago de Compostela, Dept Farmacol, Inst Farm Ind, Ctr Invest Med Mol & Enfermedades Cron CIMUS, Santiago De Compostela 15782, SpainUniv Santiago de Compostela, Fac Quim, Dept Quim Organ, Santiago De Compostela 15782, Spain
Brea, Jose M.
Carotti, Angelo
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Univ Bari Aldo Moro, Dipartimento Farm Sci Farmaco, I-70125 Bari, ItalyUniv Santiago de Compostela, Fac Quim, Dept Quim Organ, Santiago De Compostela 15782, Spain
Carotti, Angelo
Carmen Villaverde, M.
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Univ Santiago de Compostela, Fac Quim, Dept Quim Organ, Santiago De Compostela 15782, SpainUniv Santiago de Compostela, Fac Quim, Dept Quim Organ, Santiago De Compostela 15782, Spain
机构:
Department of Computer Science and Engineering, Amity School of Engineering and Technology, Amity University Manesar, GurgaonDepartment of Computer Science and Engineering, Amity School of Engineering and Technology, Amity University Manesar, Gurgaon
Sarita
Choudhury T.
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Graphic Era Deemed to be University, Uttarakhand, DehradunDepartment of Computer Science and Engineering, Amity School of Engineering and Technology, Amity University Manesar, Gurgaon
Choudhury T.
Mukherjee S.
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Department of Computer Science, Banasthali Vidyapith, RajasthanDepartment of Computer Science and Engineering, Amity School of Engineering and Technology, Amity University Manesar, Gurgaon
Mukherjee S.
Dutta C.
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SRM Institute of Science and Technology, Delhi NCR Campus, Uttar Pradesh, GhaziabadDepartment of Computer Science and Engineering, Amity School of Engineering and Technology, Amity University Manesar, Gurgaon
Dutta C.
Sharma A.
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Department of Informatics, School of Computer Science, University of Petroleum & Energy Studies (UPES), Dehradun
School of Computer Science, University of Petroleum & Energy Studies (UPES), DehradunDepartment of Computer Science and Engineering, Amity School of Engineering and Technology, Amity University Manesar, Gurgaon
Sharma A.
Sar A.
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School of Computer Science, University of Petroleum & Energy Studies (UPES), DehradunDepartment of Computer Science and Engineering, Amity School of Engineering and Technology, Amity University Manesar, Gurgaon
机构:
Zibo Cent Hosp, Dept Radiol, Zibo 255000, Shandong, Peoples R ChinaZibo Cent Hosp, Dept Radiol, Zibo 255000, Shandong, Peoples R China
Bi, Xiaowang
Liu, Wei
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Zibo Cent Hosp, Dept Radiol, Zibo 255000, Shandong, Peoples R ChinaZibo Cent Hosp, Dept Radiol, Zibo 255000, Shandong, Peoples R China
Liu, Wei
Liu, Huaiqin
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Zibo Cent Hosp, Dept Radiol, Zibo 255000, Shandong, Peoples R ChinaZibo Cent Hosp, Dept Radiol, Zibo 255000, Shandong, Peoples R China
Liu, Huaiqin
Shang, Qun
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Zibo Cent Hosp, Dept Radiol, Zibo 255000, Shandong, Peoples R China
China Israel fMRI Precis Neuroimaging Joint Lab, Zibo 255000, Shandong, Peoples R ChinaZibo Cent Hosp, Dept Radiol, Zibo 255000, Shandong, Peoples R China