Revolutionizing smartphone gyrocardiography for heart rate monitoring: overcoming clinical validation hurdles
Accurate heart rate (HR) measurement is crucial for optimal cardiac health, and while conventional methods such as electrocardiography and photoplethysmography are widely used for continuous daily monitoring, they may face practical limitations due to their dependence on external sensors and suscept...
| Main Authors: | , , , |
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| Other Authors: | |
| Format: | Journal Article |
| Language: | English |
| Published: |
2024
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/173565 |
| _version_ | 1811687609646186496 |
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| author | Elgendi, Mohamed Wu, Wenshan Guan, Cuntai Menon, Carlo |
| author2 | School of Computer Science and Engineering |
| author_facet | School of Computer Science and Engineering Elgendi, Mohamed Wu, Wenshan Guan, Cuntai Menon, Carlo |
| author_sort | Elgendi, Mohamed |
| collection | NTU |
| description | Accurate heart rate (HR) measurement is crucial for optimal cardiac health, and while conventional methods such as electrocardiography and photoplethysmography are widely used for continuous daily monitoring, they may face practical limitations due to their dependence on external sensors and susceptibility to motion artifacts. In recent years, mechanocardiography (MCG)-based technologies, such as gyrocardiography (GCG) and seismocardiography (SCG), have emerged as promising alternatives to address these limitations. GCG has shown enhanced sensitivity and accuracy for HR detection compared to SCG, although its benefits are often overlooked in the context of the widespread use of accelerometers in HR monitoring applications. In this perspective, we aim to explore the potential and challenges of GCG, while recognizing that other technologies, including photoplethysmography and remote photoplethysmography, also have promising applications for HR monitoring. We propose a roadmap for future research to unlock the transformative capabilities of GCG for everyday heart rate monitoring. |
| first_indexed | 2024-10-01T05:19:02Z |
| format | Journal Article |
| id | ntu-10356/173565 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T05:19:02Z |
| publishDate | 2024 |
| record_format | dspace |
| spelling | ntu-10356/1735652024-02-16T15:35:36Z Revolutionizing smartphone gyrocardiography for heart rate monitoring: overcoming clinical validation hurdles Elgendi, Mohamed Wu, Wenshan Guan, Cuntai Menon, Carlo School of Computer Science and Engineering Computer and Information Science Smartphone gyroscope Heart rate monitoring Accurate heart rate (HR) measurement is crucial for optimal cardiac health, and while conventional methods such as electrocardiography and photoplethysmography are widely used for continuous daily monitoring, they may face practical limitations due to their dependence on external sensors and susceptibility to motion artifacts. In recent years, mechanocardiography (MCG)-based technologies, such as gyrocardiography (GCG) and seismocardiography (SCG), have emerged as promising alternatives to address these limitations. GCG has shown enhanced sensitivity and accuracy for HR detection compared to SCG, although its benefits are often overlooked in the context of the widespread use of accelerometers in HR monitoring applications. In this perspective, we aim to explore the potential and challenges of GCG, while recognizing that other technologies, including photoplethysmography and remote photoplethysmography, also have promising applications for HR monitoring. We propose a roadmap for future research to unlock the transformative capabilities of GCG for everyday heart rate monitoring. Nanyang Technological University Published version This project was a collaboration between ETH Zurich in Switzerland and Nanyang Technical University in Singapore, and it was supported by the Chen-Ning Yang Scholars Programme in Singapore. Open access funding by ETH Zurich. 2024-02-14T04:56:59Z 2024-02-14T04:56:59Z 2023 Journal Article Elgendi, M., Wu, W., Guan, C. & Menon, C. (2023). Revolutionizing smartphone gyrocardiography for heart rate monitoring: overcoming clinical validation hurdles. Frontiers in Cardiovascular Medicine, 10, 1237043-. https://dx.doi.org/10.3389/fcvm.2023.1237043 2297-055X https://hdl.handle.net/10356/173565 10.3389/fcvm.2023.1237043 37692045 2-s2.0-85170260064 10 1237043 en Frontiers in Cardiovascular Medicine © 2023 Elgendi, Wu, Guan and Menon. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. application/pdf |
| spellingShingle | Computer and Information Science Smartphone gyroscope Heart rate monitoring Elgendi, Mohamed Wu, Wenshan Guan, Cuntai Menon, Carlo Revolutionizing smartphone gyrocardiography for heart rate monitoring: overcoming clinical validation hurdles |
| title | Revolutionizing smartphone gyrocardiography for heart rate monitoring: overcoming clinical validation hurdles |
| title_full | Revolutionizing smartphone gyrocardiography for heart rate monitoring: overcoming clinical validation hurdles |
| title_fullStr | Revolutionizing smartphone gyrocardiography for heart rate monitoring: overcoming clinical validation hurdles |
| title_full_unstemmed | Revolutionizing smartphone gyrocardiography for heart rate monitoring: overcoming clinical validation hurdles |
| title_short | Revolutionizing smartphone gyrocardiography for heart rate monitoring: overcoming clinical validation hurdles |
| title_sort | revolutionizing smartphone gyrocardiography for heart rate monitoring overcoming clinical validation hurdles |
| topic | Computer and Information Science Smartphone gyroscope Heart rate monitoring |
| url | https://hdl.handle.net/10356/173565 |
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