Jiann-Shing Shieh

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 35

Top Topics

Heart Rate Variability

Top Venues

Biomed. Signal Process. Control.

Publications

Bhekumuzi M. Mathunjwa, Yin-Tsong Lin, Chien-Hung Lin, Maysam F. Abbod, Muammar Sadrawi, Jiann-Shing Shieh
Automatic IHR-based sleep stage detection using features of residual neural network. Biomed. Signal Process. Control. 85 (2023)
Jerry Chen, Rick Chang, Bon Peng, Willie Liu, Jiann-Shing Shieh
Industry 5.0: Intelligent Sensor Based Autonomous Control System for HVAC Systems in Chemical Fiber Factory. HCI (46) (2023)
Chih-Wei Sung, Wei-Tien Chang, Wei-Yu Chen, Fu-Shan Jaw, Jiann-Shing Shieh
Simulation of a real-time dual-loop control system for high-quality personalized cardiopulmonary resuscitation. Biomed. Signal Process. Control. 83 (2023)
Chi-Yuan Lee, Jiann-Shing Shieh, Jerry Chen, Xin-Wen Wang, Chen-Kai Liu, Chia-Hsin Wei
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 23 (9) (2023)
Jerry Chen, Jiann-Shing Shieh, Chi-Yuan Lee, Chuan-Jun Su, Yun-Chia Liang, Tien-Lung Sun
Autonomous System with Cyber-Physical Integrating Features on Public Utility of Chemical Fiber Factory. HCI (46) (2023)
Omar M. T. Abdel Deen, Wei-Horng Jean, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
Pain scores estimation using surgical pleth index and long short-term memory neural networks. Artif. Life Robotics 28 (3) (2023)
Jheng-Yan Lan, Jiann-Shing Shieh, Jia-Rong Yeh, Shou-Zen Fan
Fractal Properties of Heart Rate Dynamics: A New Biomarker for Anesthesia - Biphasic Changes in General Anesthesia and Decrease in Spinal Anesthesia. Sensors 22 (23) (2022)
Bhekumuzi Mathunjwa, Yin-Tsong Lin, Chien-Hung Lin, Maysam F. Abbod, Muammar Sadrawi, Jiann-Shing Shieh
ECG Recurrence Plot-Based Arrhythmia Classification Using Two-Dimensional Deep Residual CNN Features. Sensors 22 (4) (2022)
Wei-Horng Jean, Peter Sutikno, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
Comparison of Deep Learning Algorithms in Predicting Expert Assessments of Pain Scores during Surgical Operations Using Analgesia Nociception Index. Sensors 22 (15) (2022)
Yi-Feng Chen, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh, Mingming Zhang
Nonlinear Analysis of Electroencephalogram Variability as a Measure of the Depth of Anesthesia. IEEE Trans. Instrum. Meas. 71 (2022)
Maysam Abbod, Jiann-Shing Shieh
Special Issue "Advanced Signal Processing in Wearable Sensors for Health Monitoring". Sensors 22 (6) (2022)
Jerry Chen, Maysam Abbod, Jiann-Shing Shieh
Pain and Stress Detection Using Wearable Sensors and Devices - A Review. Sensors 21 (4) (2021)
Muammar Sadrawi, Yin-Tsong Lin, Chien-Hung Lin, Bhekumuzi Mathunjwa, Ho-Tsung Hsin, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
Non-Invasive Hemodynamics Monitoring System Based on Electrocardiography via Deep Convolutional Autoencoder. Sensors 21 (18) (2021)
Bhekumuzi Mathunjwa, Yin-Tsong Lin, Chien-Hung Lin, Maysam F. Abbod, Jiann-Shing Shieh
ECG arrhythmia classification by using a recurrence plot and convolutional neural network. Biomed. Signal Process. Control. 64 (2021)
Meghna Roy Chowdhury, Ravichandra Madanu, Maysam F. Abbod, Shou-Zen Fan, Jiann-Shing Shieh
Deep learning via ECG and PPG signals for prediction of depth of anesthesia. Biomed. Signal Process. Control. 68 (2021)
Muammar Sadrawi, Yin-Tsong Lin, Chien-Hung Lin, Bhekumuzi Mathunjwa, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
Genetic Deep Convolutional Autoencoder Applied for Generative Continuous Arterial Blood Pressure via Photoplethysmography. Sensors 20 (14) (2020)
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
Machine Learning Analysis of Heart Rate Variability for the Detection of Seizures in Comatose Cardiac Arrest Survivors. IEEE Access 8 (2020)
Zi-Xiao Wei, Faiyaz Doctor, Yan-Xin Liu, Shou-Zen Fan, Jiann-Shing Shieh
An Optimized Type-2 Self-Organizing Fuzzy Logic Controller Applied in Anesthesia for Propofol Dosing to Regulate BIS. IEEE Trans. Fuzzy Syst. 28 (6) (2020)
Yu-Hsuan Liao, Zhong-Chuang Wang, Fu-Gui Zhang, Maysam F. Abbod, Chung-Hung Shih, Jiann-Shing Shieh
Infection via Sensor Array of Electronic Nose in Intensive Care Unit. Sensors 19 (8) (2019)
Jerry Chen, Maysam Abbod, Jiann-Shing Shieh
Integrations between Autonomous Systems and Modern Computing Techniques: A Mini Review. Sensors 19 (18) (2019)
Quan Liu, Jifa Cai, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh, Yuchen Kung, Longsong Lin
Spectrum Analysis of EEG Signals Using CNN to Model Patient's Consciousness Level Based on Anesthesiologists' Experience. IEEE Access 7 (2019)
Maysam Abbod, Jiann-Shing Shieh
Special Issue "Advanced Signal Processing in Intelligent Systems for Health Monitoring". Sensors 19 (21) (2019)
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
Design and Evaluation of a Real Time Physiological Signals Acquisition System Implemented in Multi-Operating Rooms for Anesthesia. J. Medical Syst. 42 (8) (2018)
Yu-Ning Yu, Faiyaz Doctor, Shou-Zen Fan, Jiann-Shing Shieh
An Adaptive Monitoring Scheme for Automatic Control of Anaesthesia in dynamic surgical environments based on Bispectral Index and Blood Pressure. J. Medical Syst. 42 (5) (2018)
Quan Liu, Li Ma, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
Electroencephalogram Similarity Analysis Using Temporal and Spectral Dynamics Analysis for Propofol and Desflurane Induced Unconsciousness. Symmetry 10 (1) (2018)
Joe-Air Jiang, Chih-Hao Syue, Chien-Hao Wang, Jen-Cheng Wang, Jiann-Shing Shieh
An Interval Type-2 Fuzzy Logic System for Stock Index Forecasting Based on Fuzzy Time Series and a Fuzzy Logical Relationship Map. IEEE Access 6 (2018)
Muammar Sadrawi, Wei-Zen Sun, Matthew Huei-Ming Ma, Yu-Ting Yeh, Maysam F. Abbod, Jiann-Shing Shieh
Ensemble Genetic Fuzzy Neuro Model Applied for the Emergency Medical Service via Unbalanced Data Evaluation. Symmetry 10 (3) (2018)
Yun-Kai Lee, Sung-Chun Tang, Jiann-Shing Jeng, Jiann-Shing Shieh
Nonlinear analyses applied in cerebral autoregulation and blood flow changes in patients with acute intracerebral hemorrhage. Biomed. Signal Process. Control. 31 (2017)
Quan Liu, Yi-Feng Chen, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
EEG artifacts reduction by multivariate empirical mode decomposition and multiscale entropy for monitoring depth of anaesthesia during surgery. Medical Biol. Eng. Comput. 55 (8) (2017)
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
Arrhythmia Evaluation in Wearable ECG Devices. Sensors 17 (11) (2017)
Yen-Ju Chu, Chi-Feng Chang, Jiann-Shing Shieh, Wang-Tso Lee
The Potential Application of Multiscale Entropy Analysis of Electroencephalography in Children with Neurological and Neuropsychiatric Disorders. Entropy 19 (8) (2017)
Han-Wen Guo, Yu-Shun Huang, Chien-Hung Lin, Jen-Chien Chien, Koichi Haraikawa, Jiann-Shing Shieh
Heart Rate Variability Signal Features for Emotion Recognition by Using Principal Component Analysis and Support Vectors Machine. BIBE (2016)
Faiyaz Doctor, Chih-Hao Syue, Yan-Xin Liu, Jiann-Shing Shieh, Rahat Iqbal
Type-2 fuzzy sets applied to multivariable self-organizing fuzzy logic controllers for regulating anesthesia. Appl. Soft Comput. 38 (2016)
Shih-Hui Lu, Jiann-Shing Shieh, Clint Hansen
Applied a Multi-scale Entropy Algorithm to Analyze Dynamic COP Signal via Accelerometer Sensor. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld (2016)
Quan Liu, Yi-Feng Chen, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
A comparison of five different algorithms for EEG signal analysis in artifacts rejection for monitoring depth of anesthesia. Biomed. Signal Process. Control. 25 (2016)
Yun-Kai Lee, Sung-Chun Tang, Jia-Rong Yeh, Jiann-Shing Shieh
Detecting signal quality by ensemble empirical mode decomposition and Monte Carlo verification. Biomed. Signal Process. Control. 20 (2015)
Cheng-Wei Huang, Wei-Hsin Chen, Heng-Hui Chu, Bernard C. Jiang, Maysam Abbod, Jiann-Shing Shieh
Simple tai chi exercise for improving elderly postural stability via complexity index analysis. Artif. Life Robotics 20 (1) (2015)
Quan Liu, Yi-Feng Chen, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
EEG Signals Analysis Using Multiscale Entropy for Depth of Anesthesia Monitoring during Surgery through Artificial Neural Networks. Comput. Math. Methods Medicine 2015 (2015)
Quan Liu, Xingran Cui, Yuan-Chao Chou, Maysam F. Abbod, Jinn Lin, Jiann-Shing Shieh
Ensemble artificial neural networks applied to predict the key risk factors of hip bone fracture for elders. Biomed. Signal Process. Control. 21 (2015)
Mu-Tzu Shih, Faiyaz Doctor, Shou-Zen Fan, Kuo-Kuang Jen, Jiann-Shing Shieh
Instantaneous 3D EEG Signal Analysis Based on Empirical Mode Decomposition and the Hilbert-Huang Transform Applied to Depth of Anaesthesia. Entropy 17 (3) (2015)
Yan-Xin Liu, Jiann-Shing Shieh, Shou-Zen Fan, Faiyaz Doctor, Kuo-Kuang Jen
Genetic type-2 self-organising fuzzy logic controller applied to anaesthesia. TAAI (2015)
Yan-Xin Liu, Jiann-Shing Shieh, Faiyaz Doctor, Shou-Zen Fan, Kuo-Kuang Jen
Multivariable Type-2 Self-Organizing Fuzzy Logic Controllers for Regulating Anesthesia with Rule Base Extraction. TAAI (2013)
Qin Wei, Quan Liu, Shou-Zen Fan, Cheng-Wei Lu, Tzu-Yu Lin, Maysam F. Abbod, Jiann-Shing Shieh
Analysis of EEG via Multivariate Empirical Mode Decomposition for Depth of Anesthesia Based on Sample Entropy. Entropy 15 (9) (2013)
Jeng-Rung Huang, Shou-Zen Fan, Maysam F. Abbod, Kuo-Kuang Jen, Jeng-Fu Wu, Jiann-Shing Shieh
Application of Multivariate Empirical Mode Decomposition and Sample Entropy in EEG Signals via Artificial Neural Networks for Interpreting Depth of Anesthesia. Entropy 15 (9) (2013)
Cheng-Wei Huang, Pei-Der Sue, Maysam F. Abbod, Bernard C. Jiang, Jiann-Shing Shieh
Measuring Center of Pressure Signals to Quantify Human Balance Using Multivariate Multiscale Entropy by Designing a Force Platform. Sensors 13 (8) (2013)
Yuan-Jang Jiang, Matthew Huei-Ming Ma, Wei-Zen Sun, Kuan-Wu Chang, Maysam F. Abbod, Jiann-Shing Shieh
Ensembled neural networks applied to modeling survival rate for the patients with out-of-hospital cardiac arrest. Artif. Life Robotics 17 (2) (2012)
Yu-Tzu Chang, Jin Lin, Jiann-Shing Shieh, Maysam F. Abbod
Optimization the Initial Weights of Artificial Neural Networks via Genetic Algorithm Applied to Hip Bone Fracture Prediction. Adv. Fuzzy Syst. 2012 (2012)
Qin Wei, Dong-Hai Liu, Kai-Hong Wang, Quan Liu, Maysam F. Abbod, Bernard C. Jiang, Ku-Ping Chen, Chuan Wu, Jiann-Shing Shieh
Multivariate Multiscale Entropy Applied to Center of Pressure Signals Analysis: An Effect of Vibration Stimulation of Shoes. Entropy 14 (11) (2012)
Jia-Rong Yeh, Tzu-Yu Lin, Yun Chen, Wei-Zen Sun, Maysam F. Abbod, Jiann-Shing Shieh
Investigating Properties of the Cardiovascular System Using Innovative Analysis Algorithms Based on Ensemble Empirical Mode Decomposition. Comput. Math. Methods Medicine 2012 (2012)
Shou-Zen Fan, Qin Wei, Pei-Fung Shi, Yu-Jen Chen, Quan Liu, Jiann-Shing Shieh
A comparison of patients' heart rate variability and blood flow variability during surgery based on the Hilbert-Huang Transform. Biomed. Signal Process. Control. 7 (5) (2012)
Maysam F. Abbod, Jiann-Shing Shieh, Hak-Keung Lam
Hybrid Biomedical Intelligent Systems. Adv. Fuzzy Syst. 2012 (2012)
Rong-Guan Yeh, Chung-Wu Lin, Maysam F. Abbod, Jiann-Shing Shieh
Two-Dimensional Matrix Algorithm Using Detrended Fluctuation Analysis to Distinguish Burkitt and Diffuse Large B-Cell Lymphoma. Comput. Math. Methods Medicine 2012 (2012)
Quan Liu, Qin Wei, Shou-Zen Fan, Cheng-Wei Lu, Tzu-Yu Lin, Maysam F. Abbod, Jiann-Shing Shieh
Adaptive Computation of Multiscale Entropy and Its Application in EEG Signals for Monitoring Depth of Anesthesia During Surgery. Entropy 14 (6) (2012)
Maysam F. Abbod, Kai-Yuan Cheng, Xingran Cui, Sheng-Jean Huang, Yin-Yi Han, Jiann-Shing Shieh
Ensembled neural networks for brain death prediction for patients with severe head injury. Biomed. Signal Process. Control. 6 (4) (2011)
Jia-Rong Yeh, Chung-Wu Lin, Jiann-Shing Shieh
An Approach of Multiscale Complexity in Texture Analysis of Lymphomas. IEEE Signal Process. Lett. 18 (4) (2011)
Maysam Abbod, Yu-Ren Chiou, Si-Hui Yang, Shou-Zen Fan, Jiann-Shing Shieh
Developing a monitoring psychological stress index system via photoplethysmography. Artif. Life Robotics 16 (3) (2011)
Jia-Rong Yeh, Jiann-Shing Shieh, Norden E. Huang
Complementary Ensemble Empirical Mode Decomposition: a Novel Noise Enhanced Data Analysis Method. Adv. Data Sci. Adapt. Anal. 2 (2) (2010)
Jiann-Shing Shieh, Chien-Kuang Wu, Maysam F. Abbod, Yeong-Ray Wen, Wei-Zen Sun
Visual Analog Scale of Pain Intensity Prediction Based on Ensembled Artificial Neural Networks via i-Pain System. ICDM (Poster and Industry Proceedings) (2010)
Chen-Tse Chuang, Shou-Zen Fan, Jiann-Shing Shieh
Rule extraction by fuzzy modeling algorithm for fuzzy logic control of cisatracurium as a neuromuscular block. Eng. Appl. Artif. Intell. 22 (1) (2009)
Jiann-Shing Shieh, Chun-Yi Dai, Yeong-Ray Wen, Wei-Zen Sun
Fuzzy pain demand index from an i-pain system for assessment of postoperative pain via patient-controlled analgesia using a multilayer hierarchical structure. PervasiveHealth (2008)
Jiann-Shing Shieh, Chun-Yi Dai, Yeong-Ray Wen, Wei-Zen Sun
A Novel Fuzzy Pain Demand Index Derived From Patient-Controlled Analgesia for Postoperative Pain. IEEE Trans. Biomed. Eng. 54 (12) (2007)
Jiann-Shing Shieh, Mu Fu, Sheng-Jean Huang, Ming-Chien Kao
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. 53 (8) (2006)
Jiann-Shing Shieh, Chi-Fong Chou, Sheng-Jean Huang, Ming-Chien Kao
Intracranial pressure model in intensive care unit using a simple recurrent neural network through time. Neurocomputing 57 (2004)