ECG

A Multi-Task Group Bi-LSTM Networks Application on Electrocardiogram Classification

A Multi-Task Group Bi-LSTM Networks Application on Electrocardiogram Classification IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

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…

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Stress Analysis Based on Simultaneous Heart Rate Variability and EEG Monitoring

Author(s): Mehmet Kaya, Ersoy Subasi, Vignesh Balasubramanian, Eyad Talal Attar
Stress Analysis Based on Simultaneous Heart Rate Variability and EEG Monitoring 660 295 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

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…

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Preliminary Comparison of Zero-Gravity Chair with Tilt Table in Relation to Heart Rate Variability Measurements

Author(s): Seyedmohsen Dehghanojamahalleh, Vignesh Balasubramanian, Mehmet Kaya
Preliminary Comparison of Zero-Gravity Chair with Tilt Table in Relation to Heart Rate Variability Measurements 914 596 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

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…

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Design of a Continuous Blood Pressure Measurement System Based on Pulse Wave and ECG Signals

Design of a Continuous Blood Pressure Measurement System Based on Pulse Wave and ECG Signals

Author(s): Jian-qiang Li, Rui Li, Zhuang-zhuang Chen, Gen-qiang Deng, Huihui Wang, Constandinos Mavromoustakis, Houbing Song, Zhong Ming
Design of a Continuous Blood Pressure Measurement System Based on Pulse Wave and ECG Signals 745 470 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

        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…

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Pain Prediction from ECG in Vascular Surgery

Pain Prediction from ECG in Vascular Surgery

Author(s): Tricia Adjei, Wilhelm v. Rosenberg, Valentin Goverdovsky, Katarzyna Powezka, Usman Jaffer, Danilo P. Mandic
Pain Prediction from ECG in Vascular Surgery 780 435 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

      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…

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Development of Novel Non-Contact Electrodes for a Mobile Electrocardiogram Monitoring System

Development of Novel Non-Contact Electrodes for a Mobile Electrocardiogram Monitoring System 150 150 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

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…

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