13 Publications
2021
eyeSay: Make Eyes Speak for ALS Patients with Deep Transfer Learning-empowered Wearable.
Zou, Jiadao and Zhang, Qingxue
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, vol. 2021, pp. 377-381, November 2021. | Journal Article
2020
Abstract P501: Mobile Daily Physical Activity and Fall Risk Monitor for Lifestyle Management, Disease Prevention and Risk Alert Generation
Zhang, Qingxue
Circulation, vol. 141, (no. Suppl_1), 2020-03-03. | Journal Article
 
Abstract P502: Deep Learning-powered Wearable Electrocardiogram Big Data Monitoring for Precision Cardiac Health
Zhang, Qingxue
Circulation, vol. 141, (no. Suppl_1), 2020-03-03. | Journal Article
 
Design Implementation and Evaluation of a Mobile Continuous Blood Oxygen Saturation Monitoring System.
Zhang, Qingxue⋅Arney, David⋅Goldman, Julian M⋅Isselbacher, Eric M and Armoundas, Antonis A
November 18, 2020
2019
Phase-domain Deep Patient-ECG Image Learning for Zero-effort Smart Health Security
Zhang, Qingxue
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, vol. 2019, pp. 2622, 2019-07-00. | Journal Article
2018
A novel single-arm-worn 24 h heart disease monitor empowered by machine intelligence
Zhang, Qingxue⋅Zhou, Dian and Zeng, Xuan
Biomedical Signal Processing and Control, vol. 42, pp. 133, April 2018. | Journal Article
 
Deep Arm/Ear-ECG Image Learning for Highly Wearable Biometric Human Identification
Zhang, Qingxue⋅Zhang, Qingxue⋅Zhou, Dian and Zhou, Dian
Annals of Biomedical Engineering, vol. 46, (no. 1), pp. 134, 20180100. | Journal Article
2017
A Machine Learning-Empowered System for Long-Term Motion-Tolerant Wearable Monitoring of Blood Pressure and Heart Rate With Ear-ECG/PPG
Zhang, Qingxue⋅Zeng, Xuan⋅Hu, Wenchuang and Zhou, Dian
IEEE Access, vol. 5, pp. 10561, 20170000. | Journal Article
 
A Novel Framework for Motion-Tolerant Instantaneous Heart Rate Estimation by Phase-Domain Multiview Dynamic Time Warping
Zhang, Qingxue⋅Zhou, Dian and Zeng, Xuan
IEEE Transactions on Biomedical Engineering, vol. 64, (no. 11), pp. 2574, 2017-Nov.. | Journal Article
 
HeartID: A Multiresolution Convolutional Neural Network for ECG-Based Biometric Human Identification in Smart Health Applications
Zhang, Qingxue⋅Zhou, Dian and Zeng, Xuan
IEEE Access, vol. 5, pp. 11816, 20170000. | Journal Article
 
Highly wearable cuff-less blood pressure and heart rate monitoring with single-arm electrocardiogram and photoplethysmogram signals
Zhang, Qingxue⋅Zhou, Dian and Zeng, Xuan
Biomedical engineering online, vol. 16, (no. 1), pp. 23, 2017-Feb-06. | Journal Article
 
Machine Learning-Empowered Biometric Methods for Biomedicine Applications
Zhang, Qingxue⋅Zhou, Dian and Zeng, Xuan
AIMS Medical Science, vol. 4, (no. 3), pp. 290, 2017-00-00. | Journal Article
2016
A novel machine learning-enabled framework for instantaneous heart rate monitoring from motion-artifact-corrupted electrocardiogram signals
Zhang, Qingxue⋅Zhou, Dian and Zeng, Xuan
Physiological measurement, vol. 37, (no. 11), pp. 1967, 2016-11-00. | Journal Article