Xiao-Rong Ding

According to our database, Xiao-Rong Ding authored at least 34 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

CiGNN: A Causality-Informed and Graph Neural Network Based Framework for Cuffless Continuous Blood Pressure Estimation.

Lei Liu, Huiqi Y. Lu, Maxine Whelan, Yifan Chen, Xiaorong Ding

IEEE J. Biomed. Health Informatics, May, 2024

Non-Invasive Heart Failure Evaluation Using Machine Learning Algorithms.

Odeh Adeyi Victor, Yifan Chen, Xiaorong Ding

Sensors, April, 2024

AI- and IoT-Enabled Solutions for Healthcare.

Samaneh Kouchaki, Xiaorong Ding, Saeid Sanei

Sensors, April, 2024

Detection of Coronary Artery Disease Based on Clinical Phonocardiogram and Multiscale Attention Convolutional Compression Network.

Chongbo Yin, Yineng Zheng, Xiaorong Ding, Yan Shi, Jian Qin, Xingming Guo

IEEE J. Biomed. Health Informatics, March, 2024

Continual learning for cuffless blood pressure estimation.

Chunlin Zhang, Wenyan Wang, Xinyue Song, Yuxuan Lin, Yifan Chen, Xiaorong Ding

Biomed. Signal Process. Control., 2024

Uncertainty quantification of cuffless blood pressure estimation based on parameterized model evidential ensemble learning.

Zhan Shen, Tapabrata Chakraborti, Wenyan Wang, Shuaiting Yao, Zhizhong Fu, Yifan Chen, Xiaorong Ding

Biomed. Signal Process. Control., 2024

2023

Causal inference based cuffless blood pressure estimation: A pilot study.

Lei Liu, Yuan-Ting Zhang, Wenyan Wang, Yifan Chen, Xiaorong Ding

Comput. Biol. Medicine, June, 2023

Continual Learning for Cuffless Blood Pressure Measurement using PPG and ECG Signals.

Chunlin Zhang, Zhan Shen, Xiaorong Ding

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Causal Inference for Hypertension Prediction.

Ke Gong, Yifan Chen, Xiaorong Ding

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Bayesian Model Averaging for Improving the Accuracy of Cuffless Blood Pressure Estimation.

Zhan Shen, Lei Liu, Xiaorong Ding

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Recommendation to Use Wearable-Based mHealth in Closed-Loop Management of Acute Cardiovascular Disease Patients During the COVID-19 Pandemic.

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

IEEE J. Biomed. Health Informatics, 2021

Examination of Potential of Thermopile-Based Contactless Respiratory Gating.

Qi Zhan, Wenjin Wang, Xiaorong Ding

Sensors, 2021

Seeing is Sensing - External Observation of In Vivo Biological Gradient Field by Tracking Nanoswimmers.

Kunlun Wu, Yue Sun, Zheng Gong, Xiaorong Ding, Yifan Chen

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Feasibility Study of Pulse Width at Half Amplitude of Camera PPG for Contactless Blood Pressure Estimation.

Xiaorong Ding, Wenjin Wang, Yifan Chen, Yumin Yang, Yan Zhao, Deyuan Kong

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Pulse transit time based respiratory rate estimation with singular spectrum analysis.

Xiao-Rong Ding, Bryan P. Yan, Walter Karlen, Yuan-Ting Zhang, Hon Ki Tsang

Medical Biol. Eng. Comput., 2020

2019

Technology Development for Simultaneous Wearable Monitoring of Cerebral Hemodynamics and Blood Pressure.

Quan Zhang, Ning Zhang, Lei Kang, Gang Hu, Xiangguo Yan, Xiaorong Ding, Qizhi Fu, Yuan-Ting Zhang, Ni Zhao, Junfeng Gao, Gary E. Strangman

IEEE J. Biomed. Health Informatics, 2019

Multi-Wavelength Photoplethysmography Enabling Continuous Blood Pressure Measurement With Compact Wearable Electronics.

Jing Liu, Bryan P. Yan, Yuan-Ting Zhang, Xiao-Rong Ding, Peng Su, Ni Zhao

IEEE Trans. Biomed. Eng., 2019

2018

Long-term blood pressure prediction with deep recurrent neural networks.

Peng Su, Xiao-Rong Ding, Yuan-Ting Zhang, Jing Liu, Fen Miao, Ni Zhao

Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

2017

A Novel Continuous Blood Pressure Estimation Approach Based on Data Mining Techniques.

Fen Miao, Nan Fu, Yuan-Ting Zhang, Xiao-Rong Ding, Xi Hong, Qingyun He, Ye Li

IEEE J. Biomed. Health Informatics, 2017

Learning to Predict Blood Pressure with Deep Bidirectional LSTM Network.

Peng Su, Xiao-Rong Ding, Yuan-Ting Zhang, Fen Miao, Ni Zhao

CoRR, 2017

Coherence analysis of invasive blood pressure and its noninvasive indicators for improvement of cuffless measurement accuracy.

Xiao-Rong Ding, Bryan P. Yan, Yuan-Ting Zhang, Jing Liu, Peng Su, Ni Zhao

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Continuous Blood Pressure Measurement From Invasive to Unobtrusive: Celebration of 200th Birth Anniversary of Carl Ludwig.

Xiao-Rong Ding, Ni Zhao, Guang-Zhong Yang, Roderic I. Pettigrew, Benny P. L. Lo, Fen Miao, Ye Li, Jing Liu, Yuan-Ting Zhang

IEEE J. Biomed. Health Informatics, 2016

Continuous Cuffless Blood Pressure Estimation Using Pulse Transit Time and Photoplethysmogram Intensity Ratio.

Xiao-Rong Ding, Yuan-Ting Zhang, Jing Liu, Wenxuan Dai, Hon Ki Tsang

IEEE Trans. Biomed. Eng., 2016

A preliminary study on multi-wavelength PPG based pulse transit time detection for cuffless blood pressure measurement.

Jing Liu, Yuan-Ting Zhang, Xiao-Rong Ding, Wenxuan Dai, Ni Zhao

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

A pulse transit time based fusion method for the noninvasive and continuous monitoring of respiratory rate.

Xiao-Rong Ding, Yuan-Ting Zhang, Hon Ki Tsang, Walter Karlen

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Dual-modality arterial pulse monitoring system for continuous blood pressure measurement.

Wenxuan Dai, Yuan-Ting Zhang, Jing Liu, Xiao-Rong Ding, Ni Zhao

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

A new modeling methodology for continuous cuffless blood pressure measurement.

Xiao-Rong Ding, Yuan-Ting Zhang, Hon Ki Tsang

Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015

A novel hybrid energy fraction and entropy-based approach for systolic heart murmurs identification.

Yineng Zheng, Xingming Guo, Xiaorong Ding

Expert Syst. Appl., 2015

Effects of cuff inflation and deflation on pulse transit time measured from ECG and multi-wavelength PPG.

Jing Liu, Yao Li, Xiao-Rong Ding, Wenxuan Dai, Yuan-Ting Zhang

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Photoplethysmogram intensity ratio: A potential indicator for improving the accuracy of PTT-based cuffless blood pressure estimation.

Xiao-Rong Ding, Yuan-Ting Zhang

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A flexible tonoarteriography-based body sensor network for cuffless measurement of arterial blood pressure.

Xiao-Rong Ding, Wenxuan Dai, Ningqi Luo, Jing Liu, Ni Zhao, Yuan-Ting Zhang

Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015

2014

Unobtrusive Sensing and Wearable Devices for Health Informatics.

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

IEEE Trans. Biomed. Eng., 2014

2010

Getting started in text mining to find the biological network shared with rheumatoid arthritis, coronary heart disease and diabetes mellitus.

Xiaorong Ding, Aiping Lu, Qinglin Zha

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010

2009

The Predictive Role of Symptoms/signs on ACR20 Responses in Rheumatoid Arthritis Analyzed with Data Mining Approaches.

Qinglin Zha, Yiting He, Xiaorong Ding, Miao Jiang, Xuewen Liu, Cheng Lu, Ian Tsang, Aiping Lu

Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009