RRWaveNet: A Compact End-to-End Multiscale Residual CNN for Robust PPG Respiratory Rate Estimation-Reference-Cited by-同舟云学术

RRWaveNet: A Compact End-to-End Multiscale Residual CNN for Robust PPG Respiratory Rate Estimation

Published:2023-09-15 Issue:18 Volume:10 Page:15943-15952
ISSN:2327-4662
Container-title:IEEE Internet of Things Journal
language:
Short-container-title:IEEE Internet Things J.

Author:

Osathitporn Pongpanut¹,Sawadwuthikul Guntitat²^ORCID,Thuwajit Punnawish³,Ueafuea Kawisara⁴,Mateepithaktham Thee⁵,Kunaseth Narin⁴^ORCID,Choksatchawathi Tanut⁴^ORCID,Punyabukkana Proadpran¹^ORCID,Mignot Emmanuel⁶^ORCID,Wilaiprasitporn Theerawit⁴^ORCID

Affiliation:

1. Department of Computer Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok, Thailand

2. School of Computing, Korea Advanced Institute of Science and Technology, Daejeon, South Korea

3. Department of Computer Sciences, University of Wisconsin-Madison, Madison, WI, USA

4. School of Information Science and Technology, Vidyasirimedhi Institute of Science and Technology, Rayong, Thailand

5. Suankularb Wittayalai School, Bangkok, Thailand

6. Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA

Funder

PTT Public Company Limited

SCB Public Company Limited

Office of National Higher Education Science Research and Innovation Policy Council

National Research Council of Thailand

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Networks and Communications,Computer Science Applications,Hardware and Architecture,Information Systems,Signal Processing

Link

http://xplorestaging.ieee.org/ielx7/6488907/10242177/10098530.pdf?arnumber=10098530

Reference37 articles.

1. An End-to-End and Accurate PPG-based Respiratory Rate Estimation Approach Using Cycle Generative Adversarial Networks

2. The impact of the use of the Early Warning Score (EWS) on patient outcomes: A systematic review

3. Multiparameter Respiratory Rate Estimation From the Photoplethysmogram

4. The ability of the National Early Warning Score (NEWS) to discriminate patients at risk of early cardiac arrest, unanticipated intensive care unit admission, and death

5. Stochastic Modeling Based Nonlinear Bayesian Filtering for Photoplethysmography Denoising in Wearable Devices

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1. A Novel Respiratory Rate Estimation Algorithm from Photoplethysmogram Using Deep Learning Model;Diagnostics;2024-01-28

2. PPGANet: Removal of Motion Artifacts from the PPG Signal Using Generative Adversarial Networks;2023 IEEE Biomedical Circuits and Systems Conference (BioCAS);2023-10-19

3. An Extended System for External Sensors Data Acquisition and Validation During Conducting Polysomnography;2023 IEEE Statistical Signal Processing Workshop (SSP);2023-07-02