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Hindi La Prensa MedicaISSN: 0032-745X
Alsalamah M Author
Subjects of specialization
Affiliation
Extended kalman filter; Coronary artery disease; Radial basis function networks
King Saud bin Abdulaziz University for Health Sciences | KSAU-HS
Biography
Alsalamah M was working as an Associate Professor in the College of Public Health and Health Informatics Contact at the King Saud bin Abdulaziz University for Health Sciences and he has research publications on Prediction of Coronary Artery Disease Using a Combination of Methods for Training Radial Basis Function Networks
Publications
Research Article Subscription
Prediction of Coronary Artery Disease Using a Combination of Methods for Training Radial Basis Function Networks
Author(s): Alsalamah M, Amin S and Palade V
Cardiovascular disease (CAD) is among the most prevalent diseases around the world; nevertheless, its diagnosis requires highly qualified medical staff (e.g., cardiologists) because of the many variables involved in the process. Due to diagnostic complexity and the limited number of available qualified staff, the development of smart systems that could automate the diagnostic process is paramount. This paper investigates two systems in order to achieve this goal. The first system proposes the application of a data fusion with Kalman filtering in diagnosing CAD as well as in the prediction of the need to conduct a Coronary Artery Bypass Graft (CABG) in patients identified as having CAD.The second system, which is based on a combination of Particle Swarm Optim... view more»
DOI: 10.4172/lpma.1000235
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