⏩ About me
My name is Jiarong Chen. Currently, my research interests include generative artificial intelligence, digital health, AI for healthcare, bio-signal processing (mainly ECG and PPG), and cardiovascular health. I have published my research findings in several international journals, including IEEE Journal of Biomedical and Health Informatics, Expert Systems With Applications, Biomedical Signal Processing and Control, Applied Soft Computing, IEEE Transactions on Instrumentation and Measurement, and npj Cardiovascular Health. I am a peer-reviewer for some journals, including IEEE Journal of Biomedical and Health Informatics Biomedical Signal Processing and Control, Information Sciences, Enginnering Application of Artificial Intelligence. Contact: jiarong.chen@sjtu.edu.cn
🔥 News
- 2024.11: 🎉🎉 Joint HW/SW Signal Co-conditioning Strategy for Unobtrusive Single-Arm Cardiac Surveillance is accepted by IEEE TIM.
- 2024.11: 🎉🎉 Multi-Channel Masked Autoencoder and Comprehensive Evaluations for Reconstructing 12-Lead ECG from Arbitrary Single-Lead ECG is accepted by npj Cardiovascular Health.
- 2024.06: 🎉🎉 Multi-Channel Masked Autoencoder and Comprehensive Evaluations for Reconstructing 12-Lead ECG from Arbitrary Single-Lead ECG is accepted as poster in conference AIDSH.
- 2024.04: 🎉🎉 Conditional generative adversarial network driven variable-duration single-lead to 12-lead electrocardiogram reconstruction is accepted by BSPC.
- 2024.02: 🎉🎉 Implementing the confidence constraint cloud-edge collaborative computing strategy for ultra-efficient arrhythmia monitoring is accepted by ASoC.
📝 Publications
ECG Classification
[1] Chen J, Jiang M, Zhang X, et al. Implementing ultra-lightweight co-inference model in ubiquitous edge device for atrial fibrillation detection[J]. Expert Systems with Applications, 2023, 216: 119407. (JCR Q1, IF=8.6)
[Online]
[2] Chen J, Zheng Y, Liang Y, et al. Edge2Analysis: a novel AIoT platform for atrial fibrillation recognition and detection[J]. IEEE Journal of Biomedical and Health Informatics, 2022, 26(12): 5772-5782. [Online]
[3] Chen J, Zhang X, Xu L, et al. Implementing the confidence constraint cloud-edge collaborative computing strategy for ultra-efficient arrhythmia monitoring[J]. Applied Soft Computing, 2024: 111402. (JCR Q1, IF=8.7) [Online]
ECG Reconstruction
[4] Zhan Z+, Chen J+ (co-first author), Li K, et al. Conditional Generative Adversarial Network Driven Variable-Duration Single-Lead to 12-Lead Electrocardiogram Reconstruction[J]. Biomedical Signal Processing and Control, 2024, 95: 106377. (JCR Q1, IF=5.1)
[Online]
[Code]
[5] Chen J, Wu W, Liu T, et al. Multi-channel masked autoencoder and comprehensive evaluations for reconstructing 12-lead ECG from arbitrary single-lead ECG[J]. npj Cardiovascular Health, 2024, 1(1): 1-13. [Online] [Code]
[6] Huang L,Chen J, Zhang X, et al. Joint HW/SW Signal Co-conditioning Strategy for Unobtrusive Single-Arm Cardiac Surveillance[J]. IEEE Transactions on Instrumentation and Measurement, 2024: 1-1. DOI:10.1109/TIM.2024.3522425 [Online] [Code]
🎖 Honors and Awards
| Date | Achievement |
|---|---|
| 2024.07 | Outstanding Graduate, Sun Yat-sen University |
| 2023.10 | National Scholarship |
| 2023.09 | First-Class Scholarship for Outstanding Students, Sun Yat-sen University |
| 2023.07 | Third Prize, 8th National Biomedical Engineering Innovation Design Competition |
| 2022.09 | National Scholarship |
| 2022.09 | Samsung Scholarship |
| 2022.09 | First-Class Scholarship for Outstanding Students, Sun Yat-sen University |
| 2022.05 | Third Prize in 1st Guangdong Provincial Biomedical Engineering Innovation Design Competition |
| 2021.09 | Guangda Scholarship in Sun Yat-sen University |
| 2021.09 | First-Class Scholarship for Outstanding Students, Sun Yat-sen University |
| 2020.12 | First-Class Scholarship for Outstanding Students (Undergraduate), Sun Yat-sen University |
| 2019.11 | First Prize, 11th National College Mathematics Competition (Non-Mathematics Category) |
📖 Educations
- 2024.09 - now, School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University(Advisor: Prof Guoxing Wang)
- 2021.09 - 2024.06, School of Biomedical Engineering, Sun Yat-sen University (Advisor: Prof Wanqing Wu)
- 2017.09 - 2021.06, School of Biomedical Engineering, Sun Yat-sen University
💻 Internships
- 2024.07 - 2024.09, RingConn, ShenZhen, China.
- 2023.11 - 2024.04, Peking University, Beijing, China.