Jiann-Shing Shieh

65 papers C 1Journal 56Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
The new development in the lower limb exoskeleton - a review.
Int. J. Medical Eng. Informatics
Jun-Yi Ge, Maysam F. Abbod, Jiann-Shing Shieh
2023 J jnl
Automatic IHR-based sleep stage detection using features of residual neural network.
Biomed. Signal Process. Control.
Bhekumuzi M. Mathunjwa, Yin-Tsong Lin, Chien-Hung Lin, Maysam F. Abbod, Muammar Sadrawi, Jiann-Shing Shieh
2023 — conf
Autonomous System with Cyber-Physical Integrating Features on Public Utility of Chemical Fiber Factory.
HCI (46)
Jerry Chen, Jiann-Shing Shieh, Chi-Yuan Lee, Chuan-Jun Su, Yun-Chia Liang, Tien-Lung Sun
2023 — conf
Industry 5.0: Intelligent Sensor Based Autonomous Control System for HVAC Systems in Chemical Fiber Factory.
HCI (46)
Jerry Chen, Rick Chang, Bon Peng, Willie Liu, Jiann-Shing Shieh
2023 J jnl
Pain scores estimation using surgical pleth index and long short-term memory neural networks.
Artif. Life Robotics
Omar M. T. Abdel Deen, Wei-Horng Jean, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
2023 J jnl
Simulation of a real-time dual-loop control system for high-quality personalized cardiopulmonary resuscitation.
Biomed. Signal Process. Control.
Chih-Wei Sung, Wei-Tien Chang, Wei-Yu Chen, Fu-Shan Jaw, Jiann-Shing Shieh
2023 J jnl
The Application of a Self-Made Integrated Three-in-One Microsensor and Commercially Available Wind Speed Sensor to the Cold Air Pipe of the Heating, Ventilation, and Air Conditioning in a Factory for Real-Time Wireless Measurement.
Sensors
Chi-Yuan Lee, Jiann-Shing Shieh, Jerry Chen, Xin-Wen Wang, Chen-Kai Liu, Chia-Hsin Wei
2022 J jnl
Comparison of Deep Learning Algorithms in Predicting Expert Assessments of Pain Scores during Surgical Operations Using Analgesia Nociception Index.
Sensors
Wei-Horng Jean, Peter Sutikno, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
2022 J jnl
ECG Recurrence Plot-Based Arrhythmia Classification Using Two-Dimensional Deep Residual CNN Features.
Sensors
Bhekumuzi M. Mathunjwa, Yin-Tsong Lin, Chien-Hung Lin, Maysam F. Abbod, Muammar Sadrawi, Jiann-Shing Shieh
2022 J jnl
Fractal Properties of Heart Rate Dynamics: A New Biomarker for Anesthesia - Biphasic Changes in General Anesthesia and Decrease in Spinal Anesthesia.
Sensors
Jheng-Yan Lan, Jiann-Shing Shieh, Jia-Rong Yeh, Shou-Zen Fan
2022 J jnl
Nonlinear Analysis of Electroencephalogram Variability as a Measure of the Depth of Anesthesia.
IEEE Trans. Instrum. Meas.
Yi-Feng Chen, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh, Mingming Zhang
2022 J jnl
Special Issue "Advanced Signal Processing in Wearable Sensors for Health Monitoring".
Sensors
Maysam Abbod, Jiann-Shing Shieh
2021 J jnl
Deep learning via ECG and PPG signals for prediction of depth of anesthesia.
Biomed. Signal Process. Control.
Meghna Roy Chowdhury, Ravichandra Madanu, Maysam F. Abbod, Shou-Zen Fan, Jiann-Shing Shieh
2021 J jnl
ECG arrhythmia classification by using a recurrence plot and convolutional neural network.
Biomed. Signal Process. Control.
Bhekumuzi M. Mathunjwa, Yin-Tsong Lin, Chien-Hung Lin, Maysam F. Abbod, Jiann-Shing Shieh
2021 J jnl
Non-Invasive Hemodynamics Monitoring System Based on Electrocardiography via Deep Convolutional Autoencoder.
Sensors
Muammar Sadrawi, Yin-Tsong Lin, Chien-Hung Lin, Bhekumuzi M. Mathunjwa, Ho-Tsung Hsin, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
2021 J jnl
Pain and Stress Detection Using Wearable Sensors and Devices - A Review.
Sensors
Jerry Chen, Maysam Abbod, Jiann-Shing Shieh
2020 J jnl
An Optimized Type-2 Self-Organizing Fuzzy Logic Controller Applied in Anesthesia for Propofol Dosing to Regulate BIS.
IEEE Trans. Fuzzy Syst.
Zi-Xiao Wei, Faiyaz Doctor, Yan-Xin Liu, Shou-Zen Fan, Jiann-Shing Shieh
2020 J jnl
Genetic Deep Convolutional Autoencoder Applied for Generative Continuous Arterial Blood Pressure via Photoplethysmography.
Sensors
Muammar Sadrawi, Yin-Tsong Lin, Chien-Hung Lin, Bhekumuzi M. Mathunjwa, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
2020 J jnl
Machine Learning Analysis of Heart Rate Variability for the Detection of Seizures in Comatose Cardiac Arrest Survivors.
IEEE Access
Chih-Wei Sung, Jiann-Shing Shieh, Wei-Tien Chang, Yi-Wei Lee, Ji-Huan Lyu, Hooi-Nee Ong, Wei-Ting Chen, Chien-Hua Huang, Wen-Jone Chen, Fu-Shan Jaw
2019 J jnl
Integrations between Autonomous Systems and Modern Computing Techniques: A Mini Review.
Sensors
Jerry Chen, Maysam Abbod, Jiann-Shing Shieh
2019 J jnl
Machine Learning Methods Applied to Predict Ventilator-Associated Pneumonia with
Sensors
Yu-Hsuan Liao, Zhong-Chuang Wang, Fu-Gui Zhang, Maysam F. Abbod, Chung-Hung Shih, Jiann-Shing Shieh
2019 J jnl
Special Issue "Advanced Signal Processing in Intelligent Systems for Health Monitoring".
Sensors
Maysam Abbod, Jiann-Shing Shieh
2019 J jnl
Spectrum Analysis of EEG Signals Using CNN to Model Patient's Consciousness Level Based on Anesthesiologists' Experience.
IEEE Access
Quan Liu, Jifa Cai, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh, Yuchen Kung, Longsong Lin
2018 J jnl
An Adaptive Monitoring Scheme for Automatic Control of Anaesthesia in dynamic surgical environments based on Bispectral Index and Blood Pressure.
J. Medical Syst.
Yu-Ning Yu, Faiyaz Doctor, Shou-Zen Fan, Jiann-Shing Shieh
2018 J jnl
An Interval Type-2 Fuzzy Logic System for Stock Index Forecasting Based on Fuzzy Time Series and a Fuzzy Logical Relationship Map.
IEEE Access
Joe-Air Jiang, Chih-Hao Syue, Chien-Hao Wang, Jen-Cheng Wang, Jiann-Shing Shieh
2018 J jnl
Design and Evaluation of a Real Time Physiological Signals Acquisition System Implemented in Multi-Operating Rooms for Anesthesia.
J. Medical Syst.
Quan Liu, Li Ma, Shou-Zen Fan, Maysam F. Abbod, Cheng-Wei Lu, Tzu-Yu Lin, Kuo-Kuang Jen, Shang-Ju Wu, Jiann-Shing Shieh
2018 J jnl
Electroencephalogram Similarity Analysis Using Temporal and Spectral Dynamics Analysis for Propofol and Desflurane Induced Unconsciousness.
Symmetry
Quan Liu, Li Ma, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
2018 J jnl
Ensemble Genetic Fuzzy Neuro Model Applied for the Emergency Medical Service via Unbalanced Data Evaluation.
Symmetry
Muammar Sadrawi, Wei-Zen Sun, Matthew Huei-Ming Ma, Yu-Ting Yeh, Maysam F. Abbod, Jiann-Shing Shieh
2017 J jnl
Arrhythmia Evaluation in Wearable ECG Devices.
Sensors
Muammar Sadrawi, Chien-Hung Lin, Yin-Tsong Lin, Yi-Ta Hsieh, Chia-Chun Kuo, Jen-Chien Chien, Koichi Haraikawa, Maysam F. Abbod, Jiann-Shing Shieh
2017 J jnl
EEG artifacts reduction by multivariate empirical mode decomposition and multiscale entropy for monitoring depth of anaesthesia during surgery.
Medical Biol. Eng. Comput.
Quan Liu, Yi-Feng Chen, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
2017 J jnl
Nonlinear analyses applied in cerebral autoregulation and blood flow changes in patients with acute intracerebral hemorrhage.
Biomed. Signal Process. Control.
Yun-Kai Lee, Sung-Chun Tang, Jiann-Shing Jeng, Jiann-Shing Shieh
2017 J jnl
The Potential Application of Multiscale Entropy Analysis of Electroencephalography in Children with Neurological and Neuropsychiatric Disorders.
Entropy
Yen-Ju Chu, Chi-Feng Chang, Jiann-Shing Shieh, Wang-Tso Lee
2016 J jnl
A comparison of five different algorithms for EEG signal analysis in artifacts rejection for monitoring depth of anesthesia.
Biomed. Signal Process. Control.
Quan Liu, Yi-Feng Chen, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
2016 — conf
Applied a Multi-scale Entropy Algorithm to Analyze Dynamic COP Signal via Accelerometer Sensor.
UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld
Shih-Hui Lu, Jiann-Shing Shieh, Clint Hansen
2016 C conf
Heart Rate Variability Signal Features for Emotion Recognition by Using Principal Component Analysis and Support Vectors Machine.
BIBE
Han-wen Guo, Yu-Shun Huang, Chien-Hung Lin, Jen-Chien Chien, Koichi Haraikawa, Jiann-Shing Shieh
2016 J jnl
Type-2 fuzzy sets applied to multivariable self-organizing fuzzy logic controllers for regulating anesthesia.
Appl. Soft Comput.
Faiyaz Doctor, Chih-Hao Syue, Yan-Xin Liu, Jiann-Shing Shieh, Rahat Iqbal
2015 J jnl
Detecting signal quality by ensemble empirical mode decomposition and Monte Carlo verification.
Biomed. Signal Process. Control.
Yun-Kai Lee, Sung-Chun Tang, Jia-Rong Yeh, Jiann-Shing Shieh
2015 J jnl
EEG Signals Analysis Using Multiscale Entropy for Depth of Anesthesia Monitoring during Surgery through Artificial Neural Networks.
Comput. Math. Methods Medicine
Quan Liu, Yi-Feng Chen, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
2015 J jnl
Ensemble artificial neural networks applied to predict the key risk factors of hip bone fracture for elders.
Biomed. Signal Process. Control.
Quan Liu, Xingran Cui, Yuan-Chao Chou, Maysam F. Abbod, Jinn Lin, Jiann-Shing Shieh
2015 — conf
Genetic type-2 self-organising fuzzy logic controller applied to anaesthesia.
TAAI
Yan-Xin Liu, Jiann-Shing Shieh, Shou-Zen Fan, Faiyaz Doctor, Kuo-Kuang Jen
2015 J jnl
Instantaneous 3D EEG Signal Analysis Based on Empirical Mode Decomposition and the Hilbert-Huang Transform Applied to Depth of Anaesthesia.
Entropy
Mu-Tzu Shih, Faiyaz Doctor, Shou-Zen Fan, Kuo-Kuang Jen, Jiann-Shing Shieh
2015 J jnl
Simple tai chi exercise for improving elderly postural stability via complexity index analysis.
Artif. Life Robotics
Cheng-Wei Huang, Wei-Hsin Chen, Heng-Hui Chu, Bernard C. Jiang, Maysam Abbod, Jiann-Shing Shieh
2013 J jnl
Analysis of EEG via Multivariate Empirical Mode Decomposition for Depth of Anesthesia Based on Sample Entropy.
Entropy
Qin Wei, Quan Liu, Shou-Zen Fan, Cheng-Wei Lu, Tzu-Yu Lin, Maysam F. Abbod, Jiann-Shing Shieh
2013 J jnl
Application of Multivariate Empirical Mode Decomposition and Sample Entropy in EEG Signals via Artificial Neural Networks for Interpreting Depth of Anesthesia.
Entropy
Jeng-Rung Huang, Shou-Zen Fan, Maysam F. Abbod, Kuo-Kuang Jen, Jeng-Fu Wu, Jiann-Shing Shieh
2013 J jnl
Measuring Center of Pressure Signals to Quantify Human Balance Using Multivariate Multiscale Entropy by Designing a Force Platform.
Sensors
Cheng-Wei Huang, Pei-Der Sue, Maysam F. Abbod, Bernard C. Jiang, Jiann-Shing Shieh
2013 — conf
Multivariable Type-2 Self-Organizing Fuzzy Logic Controllers for Regulating Anesthesia with Rule Base Extraction.
TAAI
Yan-Xin Liu, Jiann-Shing Shieh, Faiyaz Doctor, Shou-Zen Fan, Kuo-Kuang Jen
2012 J jnl
A comparison of patients' heart rate variability and blood flow variability during surgery based on the Hilbert-Huang Transform.
Biomed. Signal Process. Control.
Shou-Zen Fan, Qin Wei, Pei-Fung Shi, Yu-Jen Chen, Quan Liu, Jiann-Shing Shieh
2012 J jnl
Adaptive Computation of Multiscale Entropy and Its Application in EEG Signals for Monitoring Depth of Anesthesia During Surgery.
Entropy
Quan Liu, Qin Wei, Shou-Zen Fan, Cheng-Wei Lu, Tzu-Yu Lin, Maysam F. Abbod, Jiann-Shing Shieh
2012 J jnl
Ensembled neural networks applied to modeling survival rate for the patients with out-of-hospital cardiac arrest.
Artif. Life Robotics
Yuan-Jang Jiang, Matthew Huei-Ming Ma, Wei-Zen Sun, Kuan-Wu Chang, Maysam F. Abbod, Jiann-Shing Shieh
2012 J jnl
Hybrid Biomedical Intelligent Systems.
Adv. Fuzzy Syst.
Maysam F. Abbod, Jiann-Shing Shieh, Hak-Keung Lam
2012 J jnl
Investigating Properties of the Cardiovascular System Using Innovative Analysis Algorithms Based on Ensemble Empirical Mode Decomposition.
Comput. Math. Methods Medicine
Jia-Rong Yeh, Tzu-Yu Lin, Yun Chen, Wei-Zen Sun, Maysam F. Abbod, Jiann-Shing Shieh
2012 J jnl
Multivariate Multiscale Entropy Applied to Center of Pressure Signals Analysis: An Effect of Vibration Stimulation of Shoes.
Entropy
Qin Wei, Dong-Hai Liu, Kai-Hong Wang, Quan Liu, Maysam F. Abbod, Bernard C. Jiang, Ku-Ping Chen, Chuan Wu, Jiann-Shing Shieh
2012 J jnl
Optimization the Initial Weights of Artificial Neural Networks via Genetic Algorithm Applied to Hip Bone Fracture Prediction.
Adv. Fuzzy Syst.
Yu-Tzu Chang, Jin Lin, Jiann-Shing Shieh, Maysam F. Abbod
2012 J jnl
Two-Dimensional Matrix Algorithm Using Detrended Fluctuation Analysis to Distinguish Burkitt and Diffuse Large B-Cell Lymphoma.
Comput. Math. Methods Medicine
Rong-Guan Yeh, Chung-Wu Lin, Maysam F. Abbod, Jiann-Shing Shieh
2011 J jnl
An Approach of Multiscale Complexity in Texture Analysis of Lymphomas.
IEEE Signal Process. Lett.
Jia-Rong Yeh, Chung-Wu Lin, Jiann-Shing Shieh
2011 J jnl
Developing a monitoring psychological stress index system via photoplethysmography.
Artif. Life Robotics
Maysam Abbod, Yu-Ren Chiou, Si-Hui Yang, Shou-Zen Fan, Jiann-Shing Shieh
2011 J jnl
Ensembled neural networks for brain death prediction for patients with severe head injury.
Biomed. Signal Process. Control.
Maysam F. Abbod, Kai-Yuan Cheng, Xingran Cui, Sheng-Jean Huang, Yin-Yi Han, Jiann-Shing Shieh
2010 J jnl
Complementary Ensemble Empirical Mode Decomposition: a Novel Noise Enhanced Data Analysis Method.
Adv. Data Sci. Adapt. Anal.
Jia-Rong Yeh, Jiann-Shing Shieh, Norden E. Huang
2010 — conf
Visual Analog Scale of Pain Intensity Prediction Based on Ensembled Artificial Neural Networks via i-Pain System.
ICDM (Poster and Industry Proceedings)
Jiann-Shing Shieh, Chien-Kuang Wu, Maysam F. Abbod, Yeong-Ray Wen, Wei-Zen Sun
2009 — ch.
Monitoring and Control of Anesthesia Using Multivariable Self-Organizing Fuzzy Logic Structure.
Fuzzy Systems in Bioinformatics and Computational Biology
Jiann-Shing Shieh, Maysam F. Abbod, C. Y. Hsu, Sheng-Jean Huang, Yin-Yi Han, Shou-Zen Fan
2009 J jnl
Rule extraction by fuzzy modeling algorithm for fuzzy logic control of cisatracurium as a neuromuscular block.
Eng. Appl. Artif. Intell.
Chen-Tse Chuang, Shou-Zen Fan, Jiann-Shing Shieh
2008 — conf
Fuzzy pain demand index from an i-pain system for assessment of postoperative pain via patient-controlled analgesia using a multilayer hierarchical structure.
PervasiveHealth
Jiann-Shing Shieh, Chun-Yi Dai, Yeong-Ray Wen, Wei-Zen Sun
2007 J jnl
A Novel Fuzzy Pain Demand Index Derived From Patient-Controlled Analgesia for Postoperative Pain.
IEEE Trans. Biomed. Eng.
Jiann-Shing Shieh, Chun-Yi Dai, Yeong-Ray Wen, Wei-Zen Sun
2006 J jnl
Comparison of the Applicability of Rule-Based and Self-Organizing Fuzzy Logic Controllers for Sedation Control of Intracranial Pressure Pattern in a Neurosurgical Intensive Care Unit.
IEEE Trans. Biomed. Eng.
Jiann-Shing Shieh, Mu Fu, Sheng-Jean Huang, Ming-Chien Kao
2004 J jnl
Intracranial pressure model in intensive care unit using a simple recurrent neural network through time.
Neurocomputing
Jiann-Shing Shieh, Chi-Fong Chou, Sheng-Jean Huang, Ming-Chien Kao