Expert Hypertension Detection System Featuring Pulse Plethysmograph Signals and Hybrid Feature Selection and Reduction Scheme

Expert Hypertension Detection System Featuring Pulse Plethysmograph Signals and Hybrid Feature Selection and Reduction Scheme

Hypertension is an antecedent to cardiac disorders. According to the World Health Organization (WHO), the number of people affected with hypertension will reach around 1.56 billion by 2025. Early detection of hypertension is imperative to prevent the complications caused by cardiac abnormalities. Hy...

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Bibliographic Details
Main Authors: Muhammad Umar Khan, Sumair Aziz, Tallha Akram, Fatima Amjad, Khushbakht Iqtidar, Yunyoung Nam, Muhammad Attique Khan
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Sensors
Subjects:
pulse plethysmograph
biomedical signal processing
feature extraction
machine learning
feature selection and reduction
empirical mode decomposition
Online Access:https://www.mdpi.com/1424-8220/21/1/247

Internet

https://www.mdpi.com/1424-8220/21/1/247

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