IEEE Journal of Translational Engineering in Health and Medicine
Articles
Stress Analysis Based on Simultaneous Heart Rate Variability and EEG Monitoring
Objective: Stress is a significant risk factor for various diseases such as hypertension, heart attack, stroke, and even sudden death. Stress can also lead to psychological and behavioral disorders. Heart rate variability (HRV) can reflect changes in stress levels while...
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Posted on 8 SEP 2021
Articles, Published Articles
Preliminary Comparison of Zero-Gravity Chair with Tilt Table in Relation to Heart Rate Variability Measurements
Heart rate variability (HRV) measurements are performed using a tilt-table (TT) to diagnose dysfunctionality in the autonomic nervous system (ANS) and the cardiovascular system. To maintain homeostasis, the ANS adapts to body position changes through alterations in sympathetic and parasympathetic...
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Posted on 9 APR 2020
Articles, Published Articles
A Multi-Task Group Bi-LSTM Networks Application on Electrocardiogram Classification
Lian-Xin Qi, Qiu Jie Lv, Calvin Yu-Chian Chen, Sai-Di Guo, Hsin-Yi Chen, Wei-Bin Zhong, Jing-Yan Song, Ying-Ying Wang
Background: Cardiovascular diseases (CVD) are the leading cause of death globally. Electrocardiogram (ECG) analysis can provide thoroughly assessment for different CVDs efficiently. We propose a multi-task group bidirectional long short-term memory (MTGBi-LSTM) framework to intelligent recognize multiple CVDs based on...
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Posted on 5 FEB 2020
Articles, Published Articles
Design of a Continuous Blood Pressure Measurement System Based on Pulse Wave and ECG Signals
Jian-qiang Li, Rui Li, Zhuang-zhuang Chen, Gen-qiang Deng, Huihui Wang, Constandinos Mavromoustakis, Houbing Song, Zhong Ming
Part of the Special Issue on Advanced Internet of Things in Personalized Healthcare Systems: Validation, Analysis and Utilization
Abstract
With increasingly fierce competition for jobs, the pressures on people have risen in recent years, leading to lifestyle and diet disorders that result...
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Posted on 19 JAN 2018
Articles, Published Articles
Pain Prediction from ECG in Vascular Surgery
Tricia Adjei, Wilhelm v. Rosenberg, Valentin Goverdovsky, Katarzyna Powezka, Usman Jaffer, Danilo P. Mandic
This Article is Featured in the Special Issue NIH-IEEE POCT 2016
Varicose vein surgeries are routine outpatient procedures, which are often performed under local anaesthesia. The use of local anaesthesia both minimises the risk to patients and is cost effective, however,...
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Posted on 13 SEP 2017
Featured Articles
Prediction of Freezing of Gait in Parkinson’s from Physiological Wearables: An Exploratory Study
Sinziana Mazilu, Alberto Calatroni, Eran Gazit, Anat Mirelman, Jeffrey M. Hausdorff, Gerhard Tröster
Freezing of gait (FoG) is a common and severe gait impairment among patients with advanced Parkinson’s disease. FoG is associated with falls and negatively impacts the patient’s quality of life. Wearable systems that detect FoG in real time have been...
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Posted on 30 OCT 2015
Articles, Published Articles
Development of Novel Non-Contact Electrodes for a Mobile Electrocardiogram Monitoring System
Real-time monitoring of cardiac health is helpful for patients with cardiovascular disease. Many telemedicine systems based on ubiquitous computing and communication techniques have been proposed for monitoring the user’s electrocardiogram (ECG) anywhere and anytime. Usually, wet electrodes are used in...
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Posted on 4 JUN 2013