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Mental Stress Classification Based on a Support Vector Machine and Naive Bayes Using Electrocardiogram Signals

Sensors (Basel, Switzerland), 2021-11, Vol.21 (23), p.7916

2021

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Development of a Telemetric, Miniaturized Electrochemical Amperometric Analyzer

Sensors (Basel, Switzerland), 2017-10, Vol.17 (10), p.2416

2017

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Lightweight Ensemble Network for Detecting Heart Disease Using ECG Signals

Applied sciences, 2022-04, Vol.12 (7), p.3291

2022

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A study of an EMG-based authentication algorithm using an artificial neural network

2017 IEEE SENSORS, 2017, p.1-3

2017

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Cascade forest regression algorithm for non-invasive blood pressure estimation using PPG signals

Applied soft computing, 2023-09, Vol.144, p.110520, Article 110520

2023

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Dry electrode made from carbon nanotubes for continuous recording of bio-signals

Microelectronic engineering, 2019-01, Vol.203-204, p.25-30

2019

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Telemetry Transmission to Support Bidirectional Communication for Capsule Endoscope Using Human Body Communication

IEEE microwave and wireless components letters, 2021-07, Vol.31 (7), p.905-908

2021

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Classification of Mental Stress Using CNN-LSTM Algorithms with Electrocardiogram Signals

Journal of healthcare engineering, 2021, Vol.2021, p.9951905-11

2021

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Fully stretchable textile-based triboelectric nanogenerators with crepe-paper-induced surface microstructures

RSC advances, 2023-04, Vol.13 (16), p.11142-11149

2023

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Development of Miniaturized Wearable Wristband Type Surface EMG Measurement System for Biometric Authentication

Electronics (Basel), 2021-04, Vol.10 (8), p.923

2021

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Fabrication of Implantable Capsule-Type Channel Sounders for the High-Accuracy Measurement of the Signal Loss of Out-Body to In-Body Channels

Electronics (Basel), 2021-12, Vol.10 (23), p.2895

2021

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Stress Classification Using K-means Clustering and Heart Rate Variability from Electrocardiogram

International Journal of Biology and Biomedical Engineering, 2021-01, Vol.14, p.251-254

2021

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Development of Wearable Wireless Electrocardiogram Detection System using Bluetooth Low Energy

Electronics (Basel), 2021-03, Vol.10 (5), p.608

2021

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Arrhythmia Detection Algorithm using GoogLeNet and Generative Adversarial Network with Lifelog Signals

International Journal of Biology and Biomedical Engineering, 2021-01, Vol.15, p.1-3

2021

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Estimating Physical Activity Energy Expenditure Using an Ensemble Model-Based Patch-Type Sensor Module

Electronics (Basel), 2021-04, Vol.10 (7), p.861

2021

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Electromyogram-based algorithm using bagged trees for biometric person authentication and motion recognition

2020 IEEE International Conference on Consumer Electronics (ICCE), 2020, p.1-4

2020

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Multi bio-signal based algorithm using EMD and FFT for stress analysis

2020 IEEE International Conference on Consumer Electronics (ICCE), 2020, p.1-4

2020

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Cuff-less blood pressure estimation from ECG and PPG using CNN-LSTM algorithms

2023 IEEE 2nd International Conference on AI in Cybersecurity (ICAIC), 2023, p.1-4

2023

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Decision Tree Algorithm for Depression Diagnosis from Facial Images

2023 IEEE 2nd International Conference on AI in Cybersecurity (ICAIC), 2023, p.1-4

2023

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Development of a Variety of Fast Machine Learning Model for ECG-based Arrhythmia Classifier

2022 IEEE Fifth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE), 2022, p.90-93

2022

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Machine learning Algorithm for Non-invasive Blood Pressure Estimation Using PPG Signals

2022 IEEE Fifth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE), 2022, p.94-97

2022

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Development of Wireless System for ECG Healthcare Monitoring

2018 International Conference on Computational Science and Computational Intelligence (CSCI), 2018, p.1444-1445

2018

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A Study on EMG Signal Acquisition Modules and Artificial Neural Networks for Personal Authentication

2018 International Conference on Computational Science and Computational Intelligence (CSCI), 2018, p.1458-1459

2018

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Development of Semi-Supervised Learning-Based Continuous Blood Pressure Estimation System

2019 International Conference on Computational Science and Computational Intelligence (CSCI), 2019, p.920-923

2019

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Cascade Forest Regression Algorithm for Non-Invasive Blood Pressure Estimation Using PPG Signals

SSRN Electronic Journal

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Mental Stress Classification Based on a Support Vector Machine and Naive Bayes Using Electrocardiogram Signals

Development of a Telemetric, Miniaturized Electrochemical Amperometric Analyzer

Lightweight Ensemble Network for Detecting Heart Disease Using ECG Signals

A study of an EMG-based authentication algorithm using an artificial neural network

Cascade forest regression algorithm for non-invasive blood pressure estimation using PPG signals

Dry electrode made from carbon nanotubes for continuous recording of bio-signals

Telemetry Transmission to Support Bidirectional Communication for Capsule Endoscope Using Human Body Communication

Classification of Mental Stress Using CNN-LSTM Algorithms with Electrocardiogram Signals

Fully stretchable textile-based triboelectric nanogenerators with crepe-paper-induced surface microstructures

Development of Miniaturized Wearable Wristband Type Surface EMG Measurement System for Biometric Authentication

Fabrication of Implantable Capsule-Type Channel Sounders for the High-Accuracy Measurement of the Signal Loss of Out-Body to In-Body Channels

Stress Classification Using K-means Clustering and Heart Rate Variability from Electrocardiogram

Development of Wearable Wireless Electrocardiogram Detection System using Bluetooth Low Energy

Arrhythmia Detection Algorithm using GoogLeNet and Generative Adversarial Network with Lifelog Signals

Estimating Physical Activity Energy Expenditure Using an Ensemble Model-Based Patch-Type Sensor Module

Electromyogram-based algorithm using bagged trees for biometric person authentication and motion recognition

Multi bio-signal based algorithm using EMD and FFT for stress analysis

Cuff-less blood pressure estimation from ECG and PPG using CNN-LSTM algorithms

Decision Tree Algorithm for Depression Diagnosis from Facial Images

Development of a Variety of Fast Machine Learning Model for ECG-based Arrhythmia Classifier

Machine learning Algorithm for Non-invasive Blood Pressure Estimation Using PPG Signals

Development of Wireless System for ECG Healthcare Monitoring

A Study on EMG Signal Acquisition Modules and Artificial Neural Networks for Personal Authentication

Development of Semi-Supervised Learning-Based Continuous Blood Pressure Estimation System

Cascade Forest Regression Algorithm for Non-Invasive Blood Pressure Estimation Using PPG Signals

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