Continuous and Noninvasive Estimation of Right Ventricle Systolic Blood Pressure Using Heart Sound Signal by Deep Bidirectional LSTM Network

Continuous and Noninvasive Estimation of Right Ventricle Systolic Blood Pressure Using Heart Sound Signal by Deep Bidirectional LSTM Network

Objective: Timely monitoring right ventricular systolic blood pressure (RVSBP) is helpful in the early detection of pulmonary hypertension (PH). However, it is not easy to monitor RVSBP directly. The objective of this paper is to develop a deep learning technique for RVSBP noninvasive estimation usi...

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Bibliographic Details
Main Authors: Miao Wang, Hong Tang, Tengfei Feng, Binbin Guo
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Applied Sciences
Subjects:
right ventricular systolic blood pressure
heart sound signal
bidirectional LSTM (Bi-LSTM) network
corrective factors
detection of pulmonary hypertension
Online Access:https://www.mdpi.com/2076-3417/10/16/5466

Internet

https://www.mdpi.com/2076-3417/10/16/5466

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