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2020 – today
- 2024
[j17]Chunlin Zhang, Wenyan Wang, Xinyue Song
, Yuxuan Lin, Yifan Chen, Xiaorong Ding:
Continual learning for cuffless blood pressure estimation. Biomed. Signal Process. Control. 92: 106087 (2024)- [j16]Zhan Shen, Tapabrata Chakraborti, Wenyan Wang, Shuaiting Yao, Zhizhong Fu, Yifan Chen, Xiaorong Ding:
Uncertainty quantification of cuffless blood pressure estimation based on parameterized model evidential ensemble learning. Biomed. Signal Process. Control. 92: 106104 (2024) - [j15]Odeh Adeyi Victor, Yifan Chen, Xiaorong Ding:
Non-Invasive Heart Failure Evaluation Using Machine Learning Algorithms. Sensors 24(7): 2248 (2024) - [j14]Samaneh Kouchaki, Xiaorong Ding, Saeid Sanei:
AI- and IoT-Enabled Solutions for Healthcare. Sensors 24(8): 2607 (2024) - [j13]Chongbo Yin, Yineng Zheng, Xiaorong Ding, Yan Shi, Jian Qin, Xingming Guo:
Detection of Coronary Artery Disease Based on Clinical Phonocardiogram and Multiscale Attention Convolutional Compression Network. IEEE J. Biomed. Health Informatics 28(3): 1353-1362 (2024) - [j12]Lei Liu, Huiqi Y. Lu, Maxine Whelan, Yifan Chen, Xiaorong Ding:
CiGNN: A Causality-Informed and Graph Neural Network Based Framework for Cuffless Continuous Blood Pressure Estimation. IEEE J. Biomed. Health Informatics 28(5): 2674-2686 (2024) - 2023
- [j11]Lei Liu, Yuan-Ting Zhang, Wenyan Wang, Yifan Chen, Xiaorong Ding:
Causal inference based cuffless blood pressure estimation: A pilot study. Comput. Biol. Medicine 159: 106900 (2023) - [c16]Ke Gong, Yifan Chen, Xiaorong Ding:
Causal Inference for Hypertension Prediction. EMBC 2023: 1-4 - [c15]Chunlin Zhang, Zhan Shen, Xiaorong Ding:
Continual Learning for Cuffless Blood Pressure Measurement using PPG and ECG Signals. EMBC 2023: 1-4 - 2022
- [c14]Zhan Shen, Lei Liu, Xiaorong Ding:
Bayesian Model Averaging for Improving the Accuracy of Cuffless Blood Pressure Estimation. EMBC 2022: 3981-3984 - 2021
- [j10]Qi Zhan, Wenjin Wang, Xiaorong Ding:
Examination of Potential of Thermopile-Based Contactless Respiratory Gating. Sensors 21(16): 5525 (2021) - [j9]Nan Ji, Ting Xiang, Paolo Bonato, Nigel H. Lovell, Sze-Yuan Ooi, David A. Clifton, Metin Akay, Xiao-Rong Ding, Bryan P. Yan, Vincent C. T. Mok, Dimitrios I. Fotiadis, Yuan-Ting Zhang:
Recommendation to Use Wearable-Based mHealth in Closed-Loop Management of Acute Cardiovascular Disease Patients During the COVID-19 Pandemic. IEEE J. Biomed. Health Informatics 25(4): 903-908 (2021) - [c13]Xiaorong Ding, Wenjin Wang, Yifan Chen, Yumin Yang, Yan Zhao, Deyuan Kong:
Feasibility Study of Pulse Width at Half Amplitude of Camera PPG for Contactless Blood Pressure Estimation. EMBC 2021: 365-368 - [c12]Kunlun Wu, Yue Sun, Zheng Gong, Xiaorong Ding, Yifan Chen:
Seeing is Sensing - External Observation of In Vivo Biological Gradient Field by Tracking Nanoswimmers. EMBC 2021: 1205-1208 - 2020
- [j8]Xiao-Rong Ding, Bryan P. Yan, Walter Karlen, Yuan-Ting Zhang, Hon Ki Tsang:
Pulse transit time based respiratory rate estimation with singular spectrum analysis. Medical Biol. Eng. Comput. 58(2): 257-266 (2020)
2010 – 2019
- 2019
- [j7]Jing Liu, Bryan P. Yan, Yuan-Ting Zhang, Xiao-Rong Ding, Peng Su, Ni Zhao:
Multi-Wavelength Photoplethysmography Enabling Continuous Blood Pressure Measurement With Compact Wearable Electronics. IEEE Trans. Biomed. Eng. 66(6): 1514-1525 (2019) - [j6]Quan Zhang, Ning Zhang, Lei Kang, Gang Hu, Xiangguo Yan, Xiaorong Ding, Qizhi Fu, Yuan-Ting Zhang, Ni Zhao, Junfeng Gao, Gary E. Strangman:
Technology Development for Simultaneous Wearable Monitoring of Cerebral Hemodynamics and Blood Pressure. IEEE J. Biomed. Health Informatics 23(5): 1952-1963 (2019) - 2018
- [c11]Peng Su, Xiao-Rong Ding, Yuan-Ting Zhang, Jing Liu, Fen Miao, Ni Zhao:
Long-term blood pressure prediction with deep recurrent neural networks. BHI 2018: 323-328 - 2017
- [j5]Fen Miao, Nan Fu, Yuan-Ting Zhang, Xiao-Rong Ding, Xi Hong, Qingyun He, Ye Li:
A Novel Continuous Blood Pressure Estimation Approach Based on Data Mining Techniques. IEEE J. Biomed. Health Informatics 21(6): 1730-1740 (2017) - [c10]Xiao-Rong Ding, Bryan P. Yan, Yuan-Ting Zhang, Jing Liu, Peng Su, Ni Zhao:
Coherence analysis of invasive blood pressure and its noninvasive indicators for improvement of cuffless measurement accuracy. EMBC 2017: 2255-2258 - [i1]Peng Su, Xiao-Rong Ding, Yuan-Ting Zhang, Fen Miao, Ni Zhao:
Learning to Predict Blood Pressure with Deep Bidirectional LSTM Network. CoRR abs/1705.04524 (2017) - 2016
- [j4]Xiao-Rong Ding, Yuan-Ting Zhang, Jing Liu, Wenxuan Dai, Hon Ki Tsang:
Continuous Cuffless Blood Pressure Estimation Using Pulse Transit Time and Photoplethysmogram Intensity Ratio. IEEE Trans. Biomed. Eng. 63(5): 964-972 (2016) - [j3]Xiao-Rong Ding, Ni Zhao, Guang-Zhong Yang, Roderic I. Pettigrew, Benny P. L. Lo, Fen Miao, Ye Li, Jing Liu, Yuan-Ting Zhang:
Continuous Blood Pressure Measurement From Invasive to Unobtrusive: Celebration of 200th Birth Anniversary of Carl Ludwig. IEEE J. Biomed. Health Informatics 20(6): 1455-1465 (2016) - [c9]Xiao-Rong Ding, Yuan-Ting Zhang, Hon Ki Tsang:
A new modeling methodology for continuous cuffless blood pressure measurement. BHI 2016: 264-267 - [c8]Jing Liu, Yuan-Ting Zhang, Xiao-Rong Ding, Wenxuan Dai, Ni Zhao:
A preliminary study on multi-wavelength PPG based pulse transit time detection for cuffless blood pressure measurement. EMBC 2016: 615-618 - [c7]Xiao-Rong Ding, Yuan-Ting Zhang, Hon Ki Tsang, Walter Karlen:
A pulse transit time based fusion method for the noninvasive and continuous monitoring of respiratory rate. EMBC 2016: 4240-4243 - [c6]Wenxuan Dai, Yuan-Ting Zhang, Jing Liu, Xiao-Rong Ding, Ni Zhao:
Dual-modality arterial pulse monitoring system for continuous blood pressure measurement. EMBC 2016: 5773-5776 - 2015
- [j2]Yineng Zheng, Xingming Guo, Xiaorong Ding:
A novel hybrid energy fraction and entropy-based approach for systolic heart murmurs identification. Expert Syst. Appl. 42(5): 2710-2721 (2015) - [c5]Xiao-Rong Ding, Wenxuan Dai, Ningqi Luo, Jing Liu, Ni Zhao, Yuan-Ting Zhang:
A flexible tonoarteriography-based body sensor network for cuffless measurement of arterial blood pressure. BSN 2015: 1-4 - [c4]Xiao-Rong Ding, Yuan-Ting Zhang:
Photoplethysmogram intensity ratio: A potential indicator for improving the accuracy of PTT-based cuffless blood pressure estimation. EMBC 2015: 398-401 - [c3]Jing Liu, Yao Li, Xiao-Rong Ding, Wenxuan Dai, Yuan-Ting Zhang:
Effects of cuff inflation and deflation on pulse transit time measured from ECG and multi-wavelength PPG. EMBC 2015: 5973-5976 - 2014
- [j1]Yali Zheng, Xiao-Rong Ding, Carmen Chung Yan Poon, Benny Ping Lai Lo, Heye Zhang, Xiao-Lin Zhou, Guang-Zhong Yang, Ni Zhao, Yuan-Ting Zhang:
Unobtrusive Sensing and Wearable Devices for Health Informatics. IEEE Trans. Biomed. Eng. 61(5): 1538-1554 (2014) - 2010
- [c2]Xiaorong Ding, Aiping Lu, Qinglin Zha:
Getting started in text mining to find the biological network shared with rheumatoid arthritis, coronary heart disease and diabetes mellitus. BIBM Workshops 2010: 609-612
2000 – 2009
- 2009
- [c1]Qinglin Zha, Yiting He, Xiaorong Ding, Miao Jiang, Xuewen Liu, Cheng Lu, Ian Tsang, Aiping Lu:
The Predictive Role of Symptoms/signs on ACR20 Responses in Rheumatoid Arthritis Analyzed with Data Mining Approaches. BMEI 2009: 1-8
Coauthor Index
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