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Jiann-Shing Shieh
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2020 – today
- 2023
- [j55]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): 600-608 (2023) - [j54]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: 104623 (2023) - [j53]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: 105070 (2023) - [j52]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): 4471 (2023) - [c8]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: 449-453 - [c7]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: 454-460 - 2022
- [j51]Bhekumuzi M. 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): 1660 (2022) - [j50]Maysam Abbod, Jiann-Shing Shieh:
Special Issue "Advanced Signal Processing in Wearable Sensors for Health Monitoring". Sensors 22(6): 2189 (2022) - [j49]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): 5496 (2022) - [j48]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): 9258 (2022) - [j47]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: 1-13 (2022) - 2021
- [j46]Bhekumuzi M. 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: 102262 (2021) - [j45]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: 102663 (2021) - [j44]Jerry Chen, Maysam Abbod, Jiann-Shing Shieh:
Pain and Stress Detection Using Wearable Sensors and Devices - A Review. Sensors 21(4): 1030 (2021) - [j43]Muammar Sadrawi, Yin-Tsong Lin, Chien-Hung Lin, Bhekumuzi M. 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): 6264 (2021) - 2020
- [j42]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: 160515-160525 (2020) - [j41]Muammar Sadrawi, Yin-Tsong Lin, Chien-Hung Lin, Bhekumuzi M. 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): 3829 (2020) - [j40]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): 1062-1072 (2020)
2010 – 2019
- 2019
- [j39]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: 53731-53742 (2019) - [j38]Yu-Hsuan Liao, Zhong-Chuang Wang, Fu-Gui Zhang, Maysam F. Abbod, Chung-Hung Shih, Jiann-Shing Shieh:
Machine Learning Methods Applied to Predict Ventilator-Associated Pneumonia with Pseudomonas aeruginosa Infection via Sensor Array of Electronic Nose in Intensive Care Unit. Sensors 19(8): 1866 (2019) - [j37]Jerry Chen, Maysam Abbod, Jiann-Shing Shieh:
Integrations between Autonomous Systems and Modern Computing Techniques: A Mini Review. Sensors 19(18): 3897 (2019) - [j36]Maysam Abbod, Jiann-Shing Shieh:
Special Issue "Advanced Signal Processing in Intelligent Systems for Health Monitoring". Sensors 19(21): 4727 (2019) - 2018
- [j35]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: 69107-69119 (2018) - [j34]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): 95:1-95:13 (2018) - [j33]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): 148:1-148:19 (2018) - [j32]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): 15 (2018) - [j31]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): 71 (2018) - 2017
- [j30]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: 102-107 (2017) - [j29]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): 428 (2017) - [j28]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): 1435-1450 (2017) - [j27]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): 2445 (2017) - 2016
- [j26]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: 872-889 (2016) - [j25]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: 24-34 (2016) - [c6]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: 274-277 - [c5]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: 127-132 - 2015
- [j24]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): 42-48 (2015) - [j23]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: 10-15 (2015) - [j22]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: 146-156 (2015) - [j21]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: 232381:1-232381:16 (2015) - [j20]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): 928-949 (2015) - [c4]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: 83-88 - 2013
- [j19]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): 3325-3339 (2013) - [j18]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): 3458-3470 (2013) - [j17]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): 10151-10166 (2013) - [c3]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: 217-222 - 2012
- [j16]Maysam F. Abbod, Jiann-Shing Shieh, Hak-Keung Lam:
Hybrid Biomedical Intelligent Systems. Adv. Fuzzy Syst. 2012: 320428:1 (2012) - [j15]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: 951247:1-951247:9 (2012) - [j14]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): 241-244 (2012) - [j13]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): 465-473 (2012) - [j12]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: 943431:1-943431:11 (2012) - [j11]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: 947191:1-947191:8 (2012) - [j10]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): 978-992 (2012) - [j9]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): 2157-2172 (2012) - 2011
- [j8]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): 430-433 (2011) - [j7]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): 414-421 (2011) - [j6]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): 239-242 (2011) - 2010
- [j5]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): 135-156 (2010) - [c2]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: 27-31
2000 – 2009
- 2009
- [j4]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): 129-140 (2009) - [p1]Jiann-Shing Shieh, Maysam F. Abbod, C. Y. Hsu, Sheng-Jean Huang, Yin-Yi Han, Shou-Zen Fan:
Monitoring and Control of Anesthesia Using Multivariable Self-Organizing Fuzzy Logic Structure. Fuzzy Systems in Bioinformatics and Computational Biology 2009: 273-295 - 2008
- [c1]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: 152-155 - 2007
- [j3]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): 2123-2132 (2007) - 2006
- [j2]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): 1700-1705 (2006) - 2004
- [j1]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: 239-256 (2004)
Coauthor Index
aka: Maysam Abbod
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