A new approach to early diagnosis of congestive heart failure disease by using Hilbert-Huang transform
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- 作者：Gokhan Altana ; gokhan_altan@hotmail.com" class="auth_mail" title="E-mail the corresponding author ; Yakup Kutlub ; Novruz Allahverdic
- 关键词：Congestive heart failure ; Coronary artery disease ; Hilbert&ndash ; Huang transform ; ECG ; Multilayer perceptron ; HRV
- 刊名：Computer Methods and Programs in Biomedicine
- 出版年：2016
- 出版时间：December 2016
- 年：2016
- 卷：137
- 期：Complete
- 页码：23-34
- 全文大小：2364 K
文摘
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Diagnosis of congestive heart failure (CHF) is achieved with a high accuracy rate and sensitivity rate than other works on the same databases.
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The most important feature that makes the study superior to other studies is the diagnosis of coronary artery disease (CAD) that is known as the early diagnosis of CHF with a high rate of accuracy and sensitivity.
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This work provides integration of two diagnostic systems into a single system.