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Siho Shin
Institution:
Chosun University
Observed institution:
Chosun University
ORCID:
0000-0001-7125-7856
Observed ORCID:
0000-0001-7125-7856
OpenAlex ID:
A5066508225
Classification of Mental Stress Using CNN-LSTM Algorithms with Electrocardiogram Signals
2021
·
Mingu Kang
, Siho Shin
, et al.
·
Journal of Healthcare Engineering
·
63
PDF
Mental Stress Classification Based on a Support Vector Machine and Naive Bayes Using Electrocardiogram Signals
2021
·
Mingu Kang
, Siho Shin
, et al.
·
Sensors
·
38
PDF
A study of an EMG-based authentication algorithm using an artificial neural network
2017
·
Siho Shin
, Jaehyo Jung
, et al.
·
Proceedings of IEEE Sensors/Proceedings of IEEE Sensors ...
·
31
Lightweight Ensemble Network for Detecting Heart Disease Using ECG Signals
2022
·
Siho Shin
, Mingu Kang
, et al.
·
Applied Sciences
·
26
PDF
Development of Miniaturized Wearable Wristband Type Surface EMG Measurement System for Biometric Authentication
2021
·
Siho Shin
, Mingu Kang
, et al.
·
Electronics
·
24
PDF
Dry electrode made from carbon nanotubes for continuous recording of bio-signals
2018
·
Jaehyo Jung
, Siho Shin
, et al.
·
Microelectronic Engineering
·
24
Development of Wearable Wireless Electrocardiogram Detection System using Bluetooth Low Energy
2021
·
Jaehyo Jung
, Siho Shin
, et al.
·
Electronics
·
21
PDF
Cascade forest regression algorithm for non-invasive blood pressure estimation using PPG signals
2023
·
Gengjia Zhang
, Siho Shin
, et al.
·
Applied Soft Computing
·
19
Development of a Telemetric, Miniaturized Electrochemical Amperometric Analyzer
2017
·
Jaehyo Jung
, Jihoon Lee
, et al.
·
Sensors
·
16
PDF
Fully stretchable textile-based triboelectric nanogenerators with crepe-paper-induced surface microstructures
2023
·
Da Eun Kim
, Siho Shin
, et al.
·
RSC Advances
·
15
PDF
Machine learning Algorithm for Non-invasive Blood Pressure Estimation Using PPG Signals
2022
·
Gengjia Zhang
, Siho Shin
, et al.
·
IEEE International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)
·
11
A Study on EMG Signal Acquisition Modules and Artificial Neural Networks for Personal Authentication
2018
·
Siho Shin
, Jaehyo Jung
, et al.
·
International Conference on Computational Science and Computational Intelligence (CSCI)
·
11
Cuff-less blood pressure estimation from ECG and PPG using CNN-LSTM algorithms
2023
·
Gengjia Zhang
, Daegil Choi
, et al.
·
IEEE International Conference on AI in Cybersecurity (ICAIC)
·
9
Electromyogram-based algorithm using bagged trees for biometric person authentication and motion recognition
2020
·
Siho Shin
, Jaehyo Jung
, et al.
·
International Conference on Consumer Electronics
·
6
Multi bio-signal based algorithm using EMD and FFT for stress analysis
2020
·
Mingu Kang
, Jaehyo Jung
, et al.
·
International Conference on Consumer Electronics
·
6
Telemetry Transmission to Support Bidirectional Communication for Capsule Endoscope Using Human Body Communication
2021
·
Jaehyo Jung
, Siho Shin
, et al.
·
IEEE Microwave and Wireless Components Letters
·
4
Estimating Physical Activity Energy Expenditure Using an Ensemble Model-Based Patch-Type Sensor Module
2021
·
Kyeung Ho Kang
, Mingu Kang
, et al.
·
Electronics
·
3
PDF
Decision Tree Algorithm for Depression Diagnosis from Facial Images
2023
·
Daegil Choi
, Gengjia Zhang
, et al.
·
IEEE International Conference on AI in Cybersecurity (ICAIC)
·
2
Fabrication of Implantable Capsule-Type Channel Sounders for the High-Accuracy Measurement of the Signal Loss of Out-Body to In-Body Channels
2021
·
Jaehyo Jung
, Siho Shin
, et al.
·
Electronics
·
2
PDF
Development of Semi-Supervised Learning-Based Continuous Blood Pressure Estimation System
2019
·
Jaehyo Jung
, Siho Shin
, et al.
·
International Conference on Computational Science and Computational Intelligence (CSCI)
·
2
Development of Wireless System for ECG Healthcare Monitoring
2018
·
Jaehyo Jung
, Siho Shin
, et al.
·
International Conference on Computational Science and Computational Intelligence (CSCI)
·
2
Stress Classification Using K-means Clustering and Heart Rate Variability from Electrocardiogram
2021
·
Mingu Kang
, Siho Shin
, et al.
·
International Journal of Biology and Biomedical Engineering
·
1
PDF
Arrhythmia Detection Algorithm using GoogLeNet and Generative Adversarial Network with Lifelog Signals
2021
·
Siho Shin
, Jaehyo Jung
, et al.
·
International Journal of Biology and Biomedical Engineering
·
1
PDF
Development of a Variety of Fast Machine Learning Model for ECG-based Arrhythmia Classifier
2022
·
Gengjia Zhang
, Siho Shin
, et al.
·
IEEE International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)
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Works count:
24
Citation count:
337
H-index:
11
I10-index:
12
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