Training

Automated Diagnosis of COVID-19 using Deep Features and Parameter Free BAT Optimization

Author(s): Taranjit Kaur, Tapan K. Gandhi, Bijaya K. Panigrahi
Automated Diagnosis of COVID-19 using Deep Features and Parameter Free BAT Optimization 150 150 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

Background: Timely and precise identification of COVID-19 is an arduous task owing to the scarcity and inefficiency of the medical test kits. This has resulted in medical professionals turning towards…

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MLBF-Net: A Multi-Lead-Branch Fusion Network for Multi-Class Arrhythmia Classification Using 12-Lead ECG

Author(s): Jing Zhang, Deng Liang, Aiping Liu, Min Gao, Xiang Chen, Xu Zhang, Xun Chenb
MLBF-Net: A Multi-Lead-Branch Fusion Network for Multi-Class Arrhythmia Classification Using 12-Lead ECG 150 150 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

Automatic arrhythmia detection using 12-lead electrocardiogram (ECG) signal plays a critical role in early prevention and diagnosis of cardiovascular diseases. In the previous studies on automatic arrhythmia detection, most methods…

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EMG Pattern Recognition Control of the DEKA Arm: Impact on User Ratings of Satisfaction and Usability

Author(s): Linda Resnik, Frantzy Acluche, Matt Borgia, Gail A. Latlief, Sam Phillips
EMG Pattern Recognition Control of the DEKA Arm: Impact on User Ratings of Satisfaction and Usability 780 435 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

     Abstract The DEKA Arm has multiple degrees of freedom which historically have been operated primarily by inertial measurement units (IMUs). However, the IMUs are not appropriate for all potential…

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Optimize transfer learning for lung diseases in bronchoscopy using a new concept: sequential fine-tuning

Optimize Transfer Learning for Lung Diseases in Bronchoscopy Using a New Concept: Sequential Fine-Tuning

Author(s): Tao Tan, Zhang Li, Haixia Liu, Farhad G. Zanjani, Quchang Ouyang, Yuling Tang, Zheyu Hu, Qiang Li
Optimize Transfer Learning for Lung Diseases in Bronchoscopy Using a New Concept: Sequential Fine-Tuning 200 550 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

        Bronchoscopy inspection, as a follow-up procedure next to the radiological imaging, plays a key role in the diagnosis and treatment design for lung disease patients. When performing bronchoscopy, doctors…

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Real time gesture recognition results to control a five-finger dexterous robot

An IoT-Enabled Stroke Rehabilitation System Based On Smart Wearable Armband And Machine Learning

Author(s): Geng Yang, Jia Deng, Gaoyang Pang, Hao Zhang, Jiayi Li, Bin Deng, Pang Zhibo, Juan Xu, Mingzhe Jiang, Pasi Liljeberg, Haibo Xie, Huayong Yang
An IoT-Enabled Stroke Rehabilitation System Based On Smart Wearable Armband And Machine Learning 745 426 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 Surface electromyography signal plays an important role in hand function…

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A Versatile Ultrasound Simulation System for Education and Training in High-Fidelity Emergency Scenarios

A Versatile Ultrasound Simulation System for Education and Training in High-Fidelity Emergency Scenarios

Author(s): Saverio Farsoni, Luca Astolfi, Marcello Bonfè, Savino Spadaro, Carlo Alberto Volta
A Versatile Ultrasound Simulation System for Education and Training in High-Fidelity Emergency Scenarios 780 435 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

Point of care ultrasonography and the related focused assessment with sonography for trauma protocol, if performed by experienced physicians, is a highly sensitive examination, and specific for the detection of…

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