CNN Based PPG Signal Quality Assessment Using Raw PPG Signal for Energy-Efficient PPG Analysis Devices in Internet of Medical Things
Author:
Affiliation:
1. Indian Institute of Technology,School of Electrical Sciences,Bhubaneswar,Odisha-752050,INDIA
2. Indian Institute of Technology,Department of Electrical Engineering,Palakkad,Kerala-678623,INDIA
Funder
Indian Council of Medical Research
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10121817/10121741/10121884.pdf?arnumber=10121884
Reference44 articles.
1. Real-time Detection of S2 Sound using Simultaneous Recording of PCG and PPG;ajay babu;Proc IEEE Region 10 Conference (TENCON),2017
2. Signal Quality Assessment of PPG Signals using STFT Time-frequency Spectra and Deep Learning Approaches;jianzhong;Proc 43rd Annual Int Conf IEEE EMBC,2021
3. Automatic Identification of S1 and S2 Heart Sounds Using Simultaneous PCG and PPG Recordings
4. Signal Quality Assessment of Photoplethysmogram Signals Using Quantum Pattern Recognition and Lightweight CNN Architecture;chatterjee,2022
5. On-Device Integrated PPG Quality Assessment and Sensor Disconnection/Saturation Detection System for IoT Health Monitoring
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4. Compressive Sensing-Based Automatic PPG Signal Quality Assessment Using CNN for Energy-Constrained Medical Devices;2023 15th International Conference on Electronics, Computers and Artificial Intelligence (ECAI);2023-06-29
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