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教學團隊

Jiann-Shing Shieh arrow_outward

Jiann-Shing ShiehProfessor & Provost, Office of Academic Affairs

Education

1995 Ph.D. The University of Sheffield, Sheffield, UK
1986 M.S. National Cheng Kung University
1983 B.S. National Cheng Kung University

Professional Experience

2022- present Provost of Yuan Ze University
2018-2022 Dean of College of Engineering
2017-2018 Head of International Program in Engineering for Bachelor
2015/9-2016/2 Dean of Research Office of Yuan Ze University
2011-2017 Head of Department of Mechanical Engineering Yuan Ze University
2010/08-2011/07 Vice Dean of Research Office of Yuan Ze University
2006–present Professor Department of Mechanical Engineering Yuan Ze University
2002–2006 Associate Professor Department of Mechanical Engineering Yuan Ze University
1999–2002 Assistant Professor Department of Mechanical Engineering Yuan Ze University
1998–1999 Assistant Professor Department of Biomedical Engineering Yuanpei Institute of Medical Technology
1996–1998 Postdoctoral Research Associate Center for Biomedical Engineering, College of Medicine National Taiwan University
1995–1996 Postdoctoral Research Associate Department of Automatic Control and Systems Engineering The University of Sheffield, UK

Research Area

Jiann-Shing Shieh, Ph.D. is a Professor of Department of Mechanical Engineering, a joint Professor of Graduate School of Biotechnology and Bioengineering, and also serves as head of department of mechanical engineering of Yuan Ze University in Taiwan. His research interests are focused on biomedical engineering, particularly in bio-signal processing, intelligent analysis and control, medical automation, pain model and control, critical care medicine monitoring and control, dynamic cerebral autoregulation research, and brain death index research. Prof. Shieh’s recent research involved in bio-signal (e.g., ECG, BP, EEG, SPO2, center of pressure (COP) position) analysis, especially in using multi-scale entropy (MSE) and Hilbert-Huang Transform (HHT) in gerontechnology.

Journal Papers

Journal Papers: (*: Corresponding Author)

  1. 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) (SCI, IF = 3.847, Ranking = 19/64, from 2021 ISI Database, Subject Category: INSTRUMENTS & INSTRUMENTATION).

  2. Wei-Horng Jean, Chih-Ta Huang, Jung-Hsuan Hsu, Kuan-Ming Chiu, Ming-Yi Lee, Jiann-Shing Shieh, Tzu-Yu Lin*, Su-Jane Wang*, “Anticonvulsive and neuroprotective effects of eupafolin in rats are associated with the inhibition of glutamate overexcitation and upregulation of the Wnt/β-catenin signaling pathway”, ACS Chemical Neuroscience, 13: 1594-1603 (2022) (SCI, IF = 5.780, Ranking = 65/274, from 2021 ISI Database, Subject Category: NEUROSCIENCES).

  3. Joe‑Air Jiang, Chih‑Hao Syue, Chien‑Hao Wang, Min‑Sheng Liao, Jiann‑Shing Shieh*, Jen‑Cheng Wang*, “Precisely forecasting population dynamics of agricultural pests based on an interval type‑2 fuzzy logic system: case study for oriental fruit flies and the tobacco cutworms”, Precision Agriculture, 23:1302-1332 (2022) (SCI, IF = 5.767, Ranking = 7/60, from 2021 ISI Database, Subject Category: AGRICULTURE, MULTIDISCIPLINARY).

  4. Ravichandra Madanu, Maysam F. Abbod*, Fu-Jung Hsiao, Wei-Ta Chen and Jiann-Shing Shieh*, “Explainable AI (XAI) Applied in Machine Learning for Pain Modeling: A Review”, Technologies, 10, 74 (2022) (ESCI).

  5. Yi-Feng Chen, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh*, and Mingming Zhang*, “Nonlinear Analysis of Electroencephalogram Variability as a Measure of the Depth of Anesthesia”, IEEE Transactions on Instrumentation and Measurement, 71:4004413 (2022) (SCI, IF = 5.332, Ranking = 56/278, from 2021 ISI Database, Subject Category: ENGINEERING, ELECTRICAL & ELECTRONIC).

  6. Maysam Abbod* and Jiann-Shing Shieh*, Special Issue “Advanced Signal Processing in Wearable Sensors for Health Monitoring”, (Editorial), Sensors, 22(6): 2189 (2022) (SCI, IF = 3.847, Ranking = 19/64, from 2021 ISI Database, Subject Category: INSTRUMENTS & INSTRUMENTATION).

  7. Bhekumuzi M Mathunjwa, Yin-Tsong Lin, Chien-Hung Lin, Maysam F. Abbod, Muammar Sadrawi, and Jiann-Shing Shieh*, “ECG Recurrence Plot-Based Arrhythmia Classification using 2-Dimensional Deep Residual CNN Features”,  [錨點] Sensors, 22 (4): 1660 (2022) (SCI, IF = 3.847, Ranking = 19/64, from 2021 ISI Database, Subject Category: INSTRUMENTS & INSTRUMENTATION).

  8. Yu-Hsuan Liao, Chung-Hung Shih*, Maysam F. Abbod, Jiann-Shing Shieh*, and Yu-Jen Hsiao, “Development of an E-nose System using Machine Learning Methods to Predict Ventilator-Associated Pneumonia”, Microsystem Technologies, 28:341-351 (2022) (SCI, IF = 2.012, Ranking = 177/278, from 2021 ISI Database, Subject Category: ENGINEERING, ELECTRICAL & ELECTRONIC).

  9. Yu-Hsuan Liao, Yu-Jen Hsiao, Yempati Nagarjuna, Jiann-Shing Shieh*, “The micro-electro-mechanical systems (MEMS) gas sensor with bilayer SnO2/WO3 films for ammonia detection”, Microsystem Technologies, 28:287-293 (2022) (SCI, IF = 2.012, Ranking = 177/278, from 2021 ISI Database, Subject Category: ENGINEERING, ELECTRICAL & ELECTRONIC).

  10. Venkat Anil Adibhatla, Yu-Chieh Huang, Ming-Chung Chang, Hsu-Chi Kuo, Abhijeet Utekar, Huan-Chuang Chih, Maysam F. Abbod*, and Jiann-Shing Shieh*, “Unsupervised Anomaly Detection in Printed Circuit Boards through Student–Teacher Feature Pyramid Matching”, Electronics, 10 (24): 3177, pp. 1-15 (2021) (SCI, IF = 2.397, Ranking=145/273, from 2020 ISI Database, Subject Category: ENGINEERING, ELECTRICAL & ELECTRONIC).

  11. Yi-Feng Chen, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh*, Mingming Zhang*, " Electroencephalogram variability analysis for monitoring depth of anesthesia", Journal of Neural Engineering, 18 (6), 066015 (2021) (SCI, IF = 5.379, Ranking=66/273, from 2020 ISI Database, Subject Category: Neurosciences).

  12. 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(8): 6264 (2021) (SCI, IF = 3.576, Ranking = 14/64, from 2020 ISI Database, Subject Category: INSTRUMENTS & INSTRUMENTATION).

  13. Ravichandra Madanu, Farhan Rahman, Maysam, F. Abbod, Shou-Zen Fan, Jiann-Shing Shieh *, “Depth of Anesthesia Prediction via EEG Signals using Convolutional Neural Network and Ensemble Empirical Mode Decomposition”, Mathematical Biosciences and Engineering, Vol. 18 (5), pp. 5047-5068 (2021), (SCI, IF = 2.080, Ranking = 37/58, from 2020 ISI Database, Subject Category: MATHEMATICAL & COMPUTATIONAL BIOLOGY).

  14. Venkat Anil Adibhatla, Huan-Chuang Chih, Chi-Chang Hsu, Joseph Cheng, Maysam F. Abbod, Jiann-Shing Shieh*, “Applying Deep learning to defect detection in printed circuit boards via a newest model of you-only-look-once”, Mathematical Biosciences and Engineering, Vol. 18 (4), pp. 4411-4428 (2021), (SCI, IF = 2.080, Ranking = 37/58, from 2020 ISI Database, Subject Category: MATHEMATICAL & COMPUTATIONAL BIOLOGY).

  15. Meghna Roy Chowdhury, Ravichandra Madanu, Maysam F. Abbod, Shou-Zen Fan, and Jiann-Shing Shieh*, “Deep Learning via ECG and PPG signals for prediction of Depth of Anesthesia”, Biomedical Signal Processing and Control, Vol. 68, 102663, pp. 1-12 (2021) (SCI, IF = 3.880, Ranking = 34/90, from 2020 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL).

  16. Ya-Ying Chang, Cheng-Wei Lu, Wei-Horng Jean, Jiann-Shing Shieh,Tzu-Yu Lin*, “Phorbol myristate acetate induces differentiation of THP-1 cells in a nitric oxide-dependent manner”, Nitric Oxide, vol. 109-110, pp. 33-41 (2021) (SCI, IF = 4.427, Ranking = 113/298, from 2020 ISI Database, Subject Category: BIOCHEMISTRY & MOLECULAR BIOLOGY).

  17. Jerry Chen, Maysam Abbod*, and Jiann-Shing Shieh*, “Pain & Stress detection using Wearable Sensors and devices – A Review”, Sensors, 21(4): 1030 (2021) (SCI, IF = 3.576, Ranking = 14/64, from 2020 ISI Database, Subject Category: INSTRUMENTS & INSTRUMENTATION).

  18. Yen-Ju Chu, Chi-Feng Chang, Wen-Chin Weng, Pi-Chuan Fan, Jiann-Shing Shieh, Wang-Tso Lee*, “Electroencephalography complexity in infantile spasms and its association with treatment response”, Clinical Neurophysiology, 132(2), 480-486 (2021). (SCI, IF = 3.708, Ranking = 134/273, from 2020 ISI Database, Subject Category: NEUROSCIENCES)

  19. Cheng-Wei Chang, Jiann-Shing Shieh, Glemarie C. Hermosa, An-Cheng Aidan Sun*, Po-Kai Chiu, Donyau Chiang, Chi-Yu Huang, Hsi-Chuan Lu, Sea-Fue Wang*, “Onset of hard magnetic MnGa thin film on glass substrate”, Journal of Magnetism and Magnetic Materials, 524, 167668 (2021). (SCI, IF = 2.993, Ranking = 33/69, from 2020 ISI Database, Subject Category: PHYSICS, CONDENSED MATTER)

  20. 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”, Biomedical Signal Processing and Control, Vol. 64, 102262, pp. 1-15 (2021) (SCI, IF = 3.880, Ranking = 34/90, from 2020 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL).

  21. Yen-Lin Chen, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh*, "Applying CLDNN to Time-Frequency Image of EEG Signals to Predict Depth of Anesthesia", International Journal of Bioscience, Biochemistry and Bioinformatics, vol. 10 (4): 154-160 (2020).

  22. Venkat Anil Adibhatla, Huan-Chuang Chih, Chi-Chang Hsu, Joseph Cheng, Maysam F. Abbod*, and Jiann-Shing Shieh, “Defect Detection in Printed Circuit Boards Using You-Only-Look-Once Convolutional Neural Networks”, Electronics, 9 (9): 1547 (2020) (SCI, IF = 2.412, Ranking=125/266, from 2019 ISI Database, Subject Category: ENGINEERING, ELECTRICAL & ELECTRONIC).

  23. 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, and Fu-Shan Jaw*, “Machine Learning Analysis of Heart Rate Variability for the Detection of Seizures in Comatose Cardiac Arrest Survivors”, IEEE Access, Vol. 8, pp. 160515-160525 (2020) (SCI, IF = 3.745, Ranking=61/266, from 2019 ISI Database, Subject Category: ENGINEERING, ELECTRICAL & ELECTRONIC)

  24. Ya-Ying Chang, Wei-Horng Jean, Cheng-Wei Lu, Jiann-Shing Shieh, Mao-Liang Chen, Tzu-Yu Lin*, “Nicardipine Inhibits Priming of the NLRP3 Inflammasome via Suppressing LPS-Induced TLR4 Expression”, Inflammation, Vol. 43, No. 4, pp. 1375-1386 (2020) (SCI, IF = 3.212, Ranking=85/158, from 2019 ISI Database, Subject Category: IMMUNOLOGY)

  25. Yu-Hsuan Liao, Yu-Ning Yu, Maysam F. Abbod, Chung-Hung Shih*, and Jiann-Shing Shieh*, “Using Artificial Neural Network to Predict a Variety of Pathogenic Microorganisms”, Sensors and Materials, Vol. 32, No. 7(2), pp. 2375-2385 (2020). (SCI, IF = 0.599, Ranking=59/64, from 2019 ISI Database, Subject Category: INSTRUMENTS & INSTRUMENTATION).

  26. 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): 3829 (2020) (SCI, IF = 3.275, Ranking = 15/64, from 2019 ISI Database, Subject Category: INSTRUMENTS & INSTRUMENTATION).

  27. 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 Transactions on Fuzzy Systems, 28(6):1062-1072 (2020) (SCI, IF=9.518, Ranking=7/136, from 2019 ISI Database, Subject Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE); (SCI, IF=9.518, Ranking=10/266, from 2019 ISI Database, Subject Category: ENGINEERING, ELECTRICAL & ELECTRONIC).

  28. Chih-Wei Sung, Hung-Chih Wang, Jiann-Shing Shieh, Fu-Shan Jaw*, “A novel mechanical chest compressor with rapid deployment in all population cardiopulmonary resuscitation”, Scientific Reports, 10, 1~10, Article number: 6099 (2020) (SCI, IF = 3.998, Ranking=17/71, from 2019 ISI Database, Subject Category: MULTIDISCIPLINARY SCIENCES).

  29. Maysam Abbod* and Jiann-Shing Shieh*, Special Issue “Advanced Signal Processing in Intelligent Systems for Health Monitoring”, (Editorial), Sensors, 19(21):4727 (2019) (SCI, IF = 3.031, Ranking = 15/61, from 2018 ISI Database, Subject Category: INSTRUMENTS & INSTRUMENTATION).

  30. Jerry Chen, Maysam Abbod*, Jiann-Shing Shieh*, “Integrations between Autonomous Systems and Modern Computing Techniques: A Mini Review”, Sensors, 19(18):3897 (2019) (SCI, IF = 3.031, Ranking = 15/61, from 2018 ISI Database, Subject Category: INSTRUMENTS & INSTRUMENTATION).

  31. Quan Liu, JiFa Cai, ShouZen Fan, and Maysam F. Abbod, Jiann-Shing Shieh*, YuChen Kung, and Longsong Lin, “Spectrum analysis of EEG signals using CNN to model patient’s consciousness level based on anesthesiologists’ experience”, IEEE Access, vol 7, pp. 53731-53742 (2019) (SCI, IF = 4.098, Ranking=52/265, from 2018 ISI Database, Subject Category: ENGINEERING, ELECTRICAL & ELECTRONIC).

  32. 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) (SCI, IF = 3.031, Ranking = 15/61, from 2018 ISI Database, Subject Category: INSTRUMENTS & INSTRUMENTATION).

  33. Joe-Air Jiang*, Chih-Hao Syue, Chien-Hao Wang, Jen-Cheng Wang, and 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, vol. 6, pp. 69107-69119 (2018) (SCI, IF = 4.098, Ranking=52/265, from 2018 ISI Database, Subject Category: ENGINEERING, ELECTRICAL & ELECTRONIC)

  34. Ho-Tsung Hsin, Yun-Kai Lee, Cheng-Wei Lu, Tzu-Yu Lin, Jiann-Shing Shieh*, “Heart Rate Variability of a Heart Reviving from Extracorporeal Circulation”, International Journal of Gerontology, Vol. 12 (3), pp. 271-273 (2018) (SCI, IF = 0.933, Ranking=50/53, from 2017 ISI Database, Subject Category: GERIATRICS & GERONTOLOGY)

  35. Chih-Hao Chen, Sung-Chun Tang*, Ding-Yuan Lee, Jiann-Shing Shieh, Dar-Ming Lai, An-Yu Wu, and Jiann-Shing Jeng, “Impact of Supratentorial Cerebral Hemorrhage on the Complexity of Heart Rate Variability in Acute Stroke,” Scientific Reports, 8, Article number: 11473 (2018) (SCI, IF = 4.011, Ranking=15/69, from 2018 ISI Database, Subject Category: MULTIDISCIPLINARY SCIENCES)

  36. Quan Liu, Li Ma, Shou-Zen Fan, Maysam F. Abbod, Qingsong Ai, Kun Chen and Jiann-Shing Shieh*, “Frontal EEG Temporal and Spectral Dynamics Similarity Analysis between Propofol and Desflurane Induced Anesthesia using Hilbert-Huang Transform”, BioMed Research International, vol. 2018, Article ID 4939480, 16 pages (2018) (SCI, IF=2.583, Ranking=64/160, Subject Category: BIOTECHNOLOGY & APPLIED MICROBIOLOGY from 2017 ISI Database).

  37. 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”, Journal of Medical Systems, 42:148, 19 pages (2018) (SCI, IF = 2.098, Ranking= 46/94, from 2017 ISI Database, Subject Category: HEALTH CARE SCIENCES AND SERVICES, or Ranking= 13/25, from 2017 ISI Database, Subject Category: MEDICAL INFORMATICS)

  38. Quan Liu, Li Ma, Shou-zen Fan, Maysam F. Abbod and Jiann-Shing Shieh*, “Sample entropy analysis for the estimating depth of anaesthesia through human EEG signal at different levels of unconsciousness during surgeries”, PeerJ 6:e4817 (2018) (SCI, IF = 2.118, Ranking= 19/64, from 2017 ISI Database, Subject Category: MULTIDISCIPLINARY SCIENCES)

  39. 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”, Journal of Medical Systems, 42:95, 13 pages (2018) (SCI, IF = 2.098, Ranking= 46/94, from 2017 ISI Database, Subject Category: HEALTH CARE SCIENCES AND SERVICES, or Ranking= 10/24, from 2016 ISI Database, Subject Category: MEDICAL INFORMATICS)

  40. 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, 71(3), 15 pages (2018) (SCI, IF = 1.256, Ranking= 29/64, from 2017 ISI Database, Subject Category: MULTIDISCIPLINARY SCIENCES)

  41. Jiann-Shing Shieh*, Ting-Hui Li, Chih-Dao Chen, Maysam F. Abbod, “Wii Balanced Board-Based Utilization for the Human Body Center of Pressure for the Falling Detection via Multivariate Empirical Mode Decomposition and Multivariate Multi-scale Entropy”, International Journal of Bioscience, Biochemistry and Bioinformatics, 8 (3): 164-171 (2018).

  42. Quan Liu, Li Ma, Shou-zen Fan, Maysam Abbod, Jiann-shing Shieh*, “Electroencephalogram Similarity Analysis using Temporal and Spectral Dynamics Analysis for Propofol and Desflurane Induced Unconsciousness”, Symmetry, 10(1), 15, 14 pages (2018) (SCI, IF = 1.256, Ranking= 29/64, from 2016 ISI Database, Subject Category: MULTIDISCIPLINARY SCIENCES)

  43. Quan Liu, Li Ma, Ren-Chun Chiu, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh*, “HRV-derived data similarity and distribution index based on ensemble neural network for measuring depth of anaesthesia”, PeerJ 5:e4067, 30 pages (2017) (SCI, IF = 2.118, Ranking= 19/64, from 2017 ISI Database, Subject Category: MULTIDISCIPLINARY SCIENCES)

  44. Quan Liu, Yi-Feng Chen, Shou-Zen Fan, Maysam F. Abbod, and Jiann-Shing Shieh*, “Quasi-Periodicities Detection Using Phase-Rectified Signal Averaging in EEG Signals as a Depth of Anesthesia Monitor”, IEEE Transactions on Neural Systems & Rehabilitation Engineering, 25(10):1773-1784 (2017) (SCI, IF=3.972, Ranking=3/65, from 2017 ISI Database, Subject Category: REHABILITATION).

  45. Muammar Sadrawi, Chien-Hung Lin, Yin-Tsong Lin, Yita Hsieh, Chia-Chun Kuo, Jen Chien Chien, Koichi Haraikawa, Maysam F. Abbod, Jiann-Shing Shieh*, “Arrhythmia Evaluation In The Wearable ECG Devices”, Sensors, 17 (11): 2445 (2017) (SCI, IF = 2.475, Ranking = 16/61, from 2017 ISI Database, Subject Category: INSTRUMENTS & INSTRUMENTATION).

  46. Yen-Ju Chu, Chi-Feng Chang, Jiann-Shing Shieh and Wang-Tso Lee*, “The Potential Application of Multiscale Entropy Analysis of Electroencephalography in Children with Neurological and Neuropsychiatric Disorders,” Entropy, 19(8): 428 (2017) (SCI, IF = 2.305, Ranking= 22/78, from 2017 ISI Database, Subject Category: PHYSICS, MULTIDISCIPLINARY).

  47. Quan Liu, Yi-Feng Chen, Shou-Zen Fan, Maysam F. Abbod and Jiann-Shing Shieh*, “EEG Artifacts Reduction by Multivariate Empirical Mode Decomposition and Multiscale Entropy for Monitoring Depth of Anaesthesia during Surgery”, Medical & Biological Engineering & Computing, 55: 1435-1450 (2017) (SCI, IF = 1.971, Ranking=19/59, from 2017 ISI Database, Subject Category: MATHEMATICAL & COMPUTATIONAL BIOLOGY).

  48. Clint Hansen, Qin Wei, Jiann-Shing Shieh*, Paul Fourcade, Brice Isableu, and Lina Majed, “Sample entropy, univariate and multivariate multi-scale entropy in comparison with classical postural sway parameters in young healthy adults”, Frontiers in Human Neuroscience, vol. 11, Article number: 206 (2017) (SCI, IF=3.209, Ranking=17/77, from 2016 ISI Database, Subject Category: PSYCHOLOGY; Ranking=107/258, from 2016 ISI Database, Subject Category: NEUROSCIENCES)

  49. Wen-Chin Weng, Chi-Feng Chang, Lee-Chin Wong, Jui-Hsiang Lin, Wang-Tso Lee*, and Jiann-Shing Shieh, “Altered resting-state EEG complexity in children with Tourette syndrome: a preliminary study”, Neuropsychology, vol. 31 (4): 395-402 (2017) (SCI, IF = 3.286, Ranking=19/121, from 2016 ISI Database, Subject Category: PSYCHOLOGY, CLINICAL).

  50. Sung-Chun Tang, Pei-Wen Huang, Chi-Sheng Hung, Shih Ming Shan, Yen-Hung Lin, Jiann-Shing Shieh, Dar-Ming Lai, An-Yu Wu*, and Jiann-Shing Jeng*, “Identification of Atrial Fibrillation By Quantitative Analyses of Fingertip Photoplethysmogram”, Scientific Reports 7, Article number: 45644 (2017) (SCI, IF = 4.259, Ranking=10/64, from 2016 ISI Database, Subject Category: MULTIDISCIPLINARY SCIENCES)

  51. Quan Liu, Yi-Feng Chen, Shou-Zen Fan, Maysam F. Abbod and Jiann-Shing Shieh*, “Improved spectrum analysis in EEG for measure of depth of anesthesia based on phase-rectified signal averaging”, Physiological Measurement, 38:116-138 (2017). (SCI, IF = 2.058, Ranking=37/77, from 2016 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL)

  52. Ho-Tsung Hsin*, Meng-Hsuan Hsuc, Jiann-Shing Shieh, “The Longterm effect of Bundle Care for Catheter-related Blood Stream Infection- 5-Years‘ Follow-up”, Postgraduate Medical Journal, 93 (1097): 133-137 (2017). (SCI, IF = 1.874, Ranking=54/154, from 2016 ISI Database, Subject Category: MEDICINE, GENERAL & INTERNAL).

  53. 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”, Biomedical Signal Processing and Control, vol. 31, pp. 102-107 (2017) (SCI&EI, IF = 2.214, Ranking=33/77, from 2016 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL)

  54. Muammar Sadrawi, Wei-Zen Sun, M. H M Ma, Chun-Yi Dai, Maysam F. Abbod and Jiann-Shing Shieh*, “Cardiopulmonary Resuscitation Pattern Evaluation Based on Ensemble Empirical Mode Decomposition Filter via Non-linear Approaches”, BioMed Research International, vol. 2016, Article ID 4750643, 6 pages (2016) (SCI, IF=2.134, Ranking=72/134, Subject Category: MEDICINE, RESEARCH & EXPERIMENTAL, from 2015 ISI Database).

  55. Quan Liu, Yi-Feng Chen, Shou-Zhen Fan, Maysam F. Abbod and Jiann-Shing Shieh*, “A Comparison of Five Different Algorithms for EEG Signal Analysis in Artifacts Rejection for Monitoring Depth of Anesthesia,” Biomedical Signal Processing and Control, 25: 24-34 (2016) (SCI&EI, IF = 1.521, Ranking=47/76, from 2015 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL).

  56. 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,” Applied Soft Computing 38: 872-889 (2016) (SCI, IF = 2.857, Ranking = 21/130, Subject Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, from 2015 ISI Database)

  57. Wen-Yu Lu, Jyun-Yu Chen, Chi-Feng Chang, Wen-Chin Weng, Wang-Tso Lee*, and Jiann-Shing Shieh, “Multiscale Entropy of Electroencephalogram as a Potential Biomarker for the Prognosis of Neonatal Seizures”, PLoS ONE 10(12): e0144732, 11 pages (2015) (SCI, IF = 3.057, Ranking= 11/62, from 2015 ISI Database, Subject Category: MULTIDISCIPLINARY SCIENCES)

  58. Ming-Chien Chyu*, Tony Austin,; Fethi Calisir, Samuel Chanjaplammootil, Mark J. Davis; Jesus Favela, Heng Gan, Amit Gefen, Ram Haddas, Shoshana Hahn-Goldberg, Roberto Hornero, Yu-Li Huang, Oystein Jensen, Zhongwei Jiang, J.S. Katsanis, Jeong-A Lee, Gladius Lewis, Nigel H. Lovell, Heinz-Theo Luebbers, George G. Morales, Timothy Matis, Judith T. Matthews, Lukasz Mazur, E.Y.K. Ng, K.J. Oommen, Kevin Ormand, Tarald Rohde; Daniel Sanchez-Morillo, Justo Garcia Sanz-Calcedo, Mohamad Sawan, Chwan-Li Shen, Jiann-Shing Shieh, Chao-Ton Su, Lilly Sun, Mingui Sun, Senay N. Tewolde, Eric A.Williams, Chongjun Yan, Jiajie Zhang, Yuan-Ting Zhang, “Healthcare Engineering Defined: A White Paper,” Journal of Healthcare Engineering, vol. 6 No. 41, pp. 635-648 (2015) (SCI, IF = 0.925, Ranking=75/87, from 2015 ISI Database, Subject Category: HEALTH CARE SCIENCES & SERVICES).

  59. Chih-Hao Chen, Pei-Wen Huang, Sung-Chun Tang*, Jiann-Shing Shieh, Dar-Ming Lai, An-Yu Wu, and Jiann-Shing Jeng, “Complexity of Heart Rate Variability Can Predict Stroke-In-Evolution in Acute Ischemic Stroke Patients”, Scientific Reports 5, Article number:17552, 5 pages (2015)(SCI, IF = 5.228, Ranking=7/62, from 2015 ISI Database, Subject Category: MULTIDISCIPLINARY SCIENCES).

  60. Muammar Sadrawi, Shou-Zen Fan, Maysam F. Abbod, Kuo-Kuang Jen and Jiann-Shing Shieh*, “Computational Depth of Anesthesia via Multiple Vital Signs Based on Artificial Neural Networks,” BioMed Research International, vol. 2015, Article ID 536863, 13 pages, (2015) (SCI, IF=2.134, Ranking=72/134, Subject Category: MEDICINE, RESEARCH & EXPERIMENTAL, from 2015 ISI Database)

  61. Quan Liu, Yi-Feng Chen, Shou-Zen Fan, Maysam F. Abbod and Jiann-Shing Shieh*, “EEG Signals Analysis Using Multiscale Entropy for Depth of Anesthesia Monitoring During Surgery through Artificial Neural Networks,” Computational and Mathematical Methods in Medicine, Article ID 232381, 16 pages (2015) (SCI, IF = 0.887, Ranking= 42/56, from 2015 ISI Database, Subject Category: MATHEMATICAL & COMPUTATIONAL BIOLOGY).

  62. Wen-Chin Weng, George J.A. Jiang, Chi-Feng Chang, Wen-Yu Lu, Chun-Yen Lin, Wang-Tso Lee*, and Jiann-Shing Shieh, “Complexity of Multi-channel Electroencephalogram Signal Analysis in Childhood Absence Epilepsy”, PLoS ONE 10(8): e0134083, 14 pages (2015). (SCI, IF = 3.234, Ranking= 8/56, from 2014 ISI Database, Subject Category: MULTIDISCIPLINARY SCIENCES).

  63. Sung-Chun Tang, Ru-Jen Lin, Jiann-Shing Shieh, An-Yeu Wu, Dar-Ming Lai, Sheng-Jean Huang, Jiann-Shing Jeng*, “Effect of Mannitol on Cerebrovascular Pressure Reactivity in Patients with Intracranial Hypertension”, Journal of the Formosan Medical Association, 114, 842-848 (2015) (SCI, IF = 1.968, Ranking= 54/153, from 2014 ISI Database, Subject Category: MEDICINE, GENERAL & INTERNAL).

  64. Quan Liu, Xingran Cui, Yuan-Chao Chou, Maysam F. Abbod, Jinn Lin, and Jiann-Shing Shieh*, “Ensemble artificial neural networks applied to predict the key risk factors of hip bone fracture for elders,” Biomedical Signal Processing and Control, 21: 146-156 (2015) (SCI&EI, IF = 1.419, Ranking=15/30, from 2014 ISI Database, Subject Category: MEDICAL LABORATORY TECHNOLOGY).

  65. Yun-Kai Lee, Sung-Chun Tang, Jia-Rong Yeh, and Jiann-Shing Shieh*, “Detecting Signal Quality by Ensemble Empirical Mode Decomposition and Monte Carlo Verification,” Biomedical Signal Processing and Control, 20: 10-15 (2015) (Short Communication) (SCI&EI, IF = 1.419, Ranking=48/76, from 2014 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL).

  66. 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 Hilbert-Huang Transform Applied to Depth of Anaesthesia,” Entropy, 17: 928-949 (2015) (SCI, IF = 1.502, Ranking= 34/78, from 2014 ISI Database, Subject Category: PHYSICS, MULTIDISCIPLINARY).

  67. George Jiang, Shou Z. Fan, Maysam F. Abbod, Hui-Hsun Huang, Jheng-Yan Lan, Feng-Fang Tsai, Hung-Chi Chang, Yea-Wen Yang, Fu-Lan Chuang, Yi-Fang Chiu, Kuo-Kuang Jen, Jeng-Fu Wu and Jiann-Shing Shieh*, “Sample Entropy Analysis of EEG Signals via Artificial Neural Networks to Model Patients’ Consciousness Level Based on Anesthesiologists Experience,” BioMed Research International, Volume 2015, Article ID 343478, 8 pages (2015) (SCI, IF=1.579, Ranking=85/123, Subject Category: MEDICINE, RESEARCH & EXPERIMENTAL, from 2014 ISI Database)

  68. Cheng-Wei Huang, Wei-Hsin Chen, Heng-Hui Chu, Bernard C. Jiang , Maysam Abbod, and Jiann-Shing Shieh*,” Simple tai chi exercise for improving elderly postural stability via complexity index analysis”, Artificial Life and Robotics, 20: 42-48 (2015) (EI).

  69. Sung-Chun Tang, Hsiao-I Jen, Yen-Hung Lin, Chi-Sheng Hung, Wei-Jung Jou, Jiann-Shing Shieh, Yi-Lwun Ho, Dar-Ming Lai, An-Yeu Wu*, Jiann-Shing Jeng*, Ming-Fong Chen, “Complexity of Heart Rate Variability Predicts Outcome in Intensive Care Unit Admitted Acute Stroke Patients”, Journal of Neurology, Neurosurgery, and Psychiatry, 86(1): 95-100 (2015) (SCI, IF=6.807, Ranking=2/198, from 2014 ISI Database, Subject Category: SURGERY).

  70. Yan-Xin Liu, Faiyaz Doctor, Shou-Zen Fan and Jiann-Shing Shieh*, “Performance Analysis of Extracted Rule-base Multivariable Type-2 Self-Organizing Fuzzy Logic Controller Applied to Anesthesia”, BioMed Research International, Volume 2014, Article ID 379090, 19 pages (2014) (SCI, IF=1.579, Ranking=85/123, Subject Category: MEDICINE, RESEARCH & EXPERIMENTAL, from 2014 ISI Database).

  71. Qin Wei, Yang Li, Shou-Zen Fan, Quan Liu, Maysam F. Abbod, Cheng-Wei Lu, Tzu-Yu Lin, Kuo-Kuang Jen, Shang-Ju Wu, Jiann-Shing Shieh*, “A Critical Care Monitoring System for Depth of Anaesthesia Analysis Based on Entropy Analysis and Physiological Information Database”, Australasian Physical & Engineering Sciences in Medicine, 37:591-605 (2014) (SCI&EI, IF = 0.882, Ranking= 67/76, from 2014 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL)

  72. Cheng-Wei Lu, Tzu-Yu Lin*, Jiann-Shing Shieh, Ming-Jiuh Wang, and Kuan-Ming Chiu, “Antimicrobial Effect of Continuous Lidocaine Infusion in a Staphylococcus aureus-Induced Wound Infection in a Mouse Model”, Annals of Plastic Surgery, 73(5):598-601 (2014) (SCI, IF = 1.494, Ranking= 98/198, from 2014 ISI Database, Subject Category: SURGERY).

  73. Ho-Tsung Hsin*, Liang-Yu Chen, Pi-Chi Lin, Jiann-Shing Shieh, Chi-Va Ao, “Central venous oxygen saturation (ScVO2) facilitates the weaning of intra-aortic balloon pump in acute heart failure related to acute myocardial infarction”, International Journal of Cardiology, 168(4):4568-70 (2013) (SCI, IF = 4.036, Ranking=29/123, from 2014 ISI Database, Subject Category: CARDIAC & CARDIOVASCULAR SYSTEMS)

  74. Li Tseng, Sung-Chun Tang, Chun-Yuan Chang, Yi-Ching Lin, Maysam Abbod and Jiann-Shing Shieh*, “Nonlinear and Conventional Biosignal Analyses Applied to Tilt Table Test for Evaluating Autonomic Nervous System and Autoregulation”, The Open Biomedical Engineering Journal, 7: 93-99 (2013) (EI) (2013).

  75. Qin Wei, Quan Liu, Shou-Zhen 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: 3458-3470 (2013) (SCI, IF = 1.347, Ranking= 37/83, from 2012 ISI Database, Subject Category: PHYSICS, MULTIDISCIPLINARY).

  76. Jeng-Rung Huang, Shou-Zen Fan, Maysam F. Abbod, Kuo-Kuang Jen, Jeng-Fu Wu, and 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: 3325-3339 (2013) (SCI, IF = 1.347, Ranking= 37/83, from 2012 ISI Database, Subject Category: PHYSICS, MULTIDISCIPLINARY).

  77. Cheng-Wei Huang, Pei-Der Sue, Maysam F. Abbod, Bernard C. Jiang, Jiann-Shing Shieh*, “Measuring Center of Pressure Signal to Quantify Human Balance Using Multivariate Multiscale Entropy via Designing a Force Platform”, Sensors 13(8), 10151-10166 (2013) (SCI, IF = 1.953, Ranking = 9/57, from 2012 ISI Database, Subject Category: INSTRUMENTS & INSTRUMENTATION).

  78. Wo-Jan Tseng, Li-Wei Hung, Jiann-Shing Shieh, Maysam F Abbod, Jinn Lin*, “Hip fracture risk assessment: artificial neural network outperforms conditional logistic regression in an age- and sex-matched case control study”, BMC Musculoskeletal Disorders, 14:207, 11 pages  (2013) (SCI, IF = 1.875, Ranking = 23/63, from 2012 ISI Database, Subject Category: ORTHOPEDICS).

  79. TY Lin, CY Chung, CW Lu, SK Huang, JS Shieh, SJ Wang*, “Local anesthetics inhibits glutamate release from rat cerebral cortex synaptosomes”, Synapse, 67:568–579 (2013) (SCI, IF = 2.310, Ranking = 159/251, from 2012 ISI Database, Subject Category: NEUROSCIENCES).

  80. Bernard C. Jiang*, W. H. Yang, J. S. Shieh, J. S. Z. Fan, and C. K. Peng, “Entropy-based Method for COP Data Analysis”, Theoretical Issues of Ergonomics Science, 14:3, 227-246 (2013).

  81. 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,” Computational and Mathematical Methods in Medicine, Volume 2012, Article ID 947191, 8 pages (2012) (SCI, IF = 0.684, Ranking= 40/47, from 2011 ISI Database, Subject Category: MATHEMATICAL & COMPUTATIONAL BIOLOGY).

  82. Chien-Hao Wang, Cheng-Wei Lu, Tzu-Yung Lin, Maysam F. Abbod, and Jiann-Shing Shieh*,“An Assessment of Pulse Transit Time For Detecting Heavy Blood Loss During Surgical Operation”, The Open Biomedical Engineering Journal, 6: 104-111 (2012) (EI).

  83. 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”, Artificial Life and Robotics, 17(2): 241-244 (2012) (EI).

  84. 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: 2157-2172 (2012) (SCI, IF = 1.183, Ranking= 36/84, from 2011 ISI Database, Subject Category: PHYSICS, MULTIDISCIPLINARY).

  85. Jheng-Yan Lan, Rong-Guan Yeh, Maysam F. Abbod, Shou-Zen Fan, Jiann-Shing Shieh*, “Review: Intelligent Modeling and Control in Anesthesia”, Journal of Medical and Biological Engineering, 32(5): 293-308 (2012) (SCI&EI, IF = 0.731, Ranking= 61/72, from 2011 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL).

  86. Jia-Rong Yeh, Tzu-Yu Lin, Yun Chen, Wei-Zen Sun, Maysam F. Abbod and Jiann-Shing Shieh*, “Investigating Properties of the Cardiovascular System using Innovative Analysis Algorithms Based on Ensemble Empirical Mode Decomposition”, Computational and Mathematical Methods in Medicine, Volume 2012, Article ID 943431,11 pages (2012) (SCI, IF = 0.684, Ranking= 40/47, from 2011 ISI Database, Subject Category: MATHEMATICAL & COMPUTATIONAL BIOLOGY).

  87. Cheng-Wei Lu, Marek Czosnyka, Jiann-Shing Shieh, Anna Smielewska, John D. Pickard, Peter Smielewski*, “Complexity of Intracranial Pressure Correlates with Outcome after Traumatic Brain Injury”, Brain, 135(8): 2399-2408 (2012) (SCI, IF = 9.457, Ranking= 5/191, from 2011 ISI Database, Subject Category: CLINICAL NEUROLOGY)

  88. 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”, Biomedical Signal Processing and Control, 7: 465-473 (2012) (SCI&EI, IF = 1.000, Ranking= 52/72, from 2011 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL)

  89. Quan Liu, Qin Wei, Shou-Zhen Fan, Cheng-Wei Lu, Tzu-Yu Lin, Maysam F. Abbod, and Jiann-Shing Shieh*, “Adaptive Computation of Multiscale Entropy and Its Application in EEG Signals for Monitoring Depth of Anesthesia During Surgery”, Entropy, 14: 978-992 (2012) (SCI, IF = 1.183, Ranking= 36/84, from 2011 ISI Database, Subject Category: PHYSICS, MULTIDISCIPLINARY).

  90. Yu-Tzu Chang, Jinn Lin, Jiann-Shing Shieh, Maysam F. Abbod*, “Optimization the Initial Weights of Artificial Neural Networks via Genetic Algorithm Applied to Hip Bone Fracture Prediction”, Advances in Fuzzy Systems, Volume 2012, Article ID 951247, 9 pages (2012)

  91. Xingran Cui, Chung-Wu Lin, Maysam F. Abbod, Quan Liu, Jiann-Shing Shieh*, “Diffuse Large B-cell Lymphoma Classification Using Linguistic Analysis and Ensembled Artificial Neural Networks”, Journal of the Taiwan Institute of Chemical Engineers, 43(1): 15-23 (2012) (SCI&EI, IF = 2.110, Ranking= 34/133, from 2011 ISI Database, Subject Category: ENGINEERING, CHEMICAL).

  92. Maysam Abbod, Yu-Ren Chiou, Si-Hui Yang, Shou-Zen Fan, and Jiann-Shing Shieh*, “Developing a monitoring psychological stress Index system via photoplethysmography”,  Artificial Life and Robotics, 16: 430-433 (2011) (EI).

  93. Shou-Zen Fan, Jia-Rong Yeh, Bo-Cun Chen, Jiann-Shing Shieh*, “Comparison of EEG Approximate Entropy and Complexity Measures of Depth of Anaesthesia during Inhalational General Anaesthesia”, Journal of Medical and Biological Engineering, 31(5): 359-366 (2011) (SCI&EI, IF = 0.731, Ranking= 61/72, from 2011 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL).

  94. Maysam F. Abbod, Kai-Yuan Cheng, Xing-Ran Cui, Sheng-Jean Huang, Yin-Yi Han, Jiann-Shing Shieh*, “Ensembled neural networks for brain death prediction for patients with severe head injury”, Biomedical Signal Processing and Control, 6: 414-421 (2011) (SCI&EI, IF = 1.000, Ranking= 52/72, from 2011 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL).

  95. Jia-Rong Yeh, Wei- Zen Sun, Yeong-Ray Wen, Jiann-Shing Shieh*, “A Novel Continuous Visual Analog Scale Model Derived From Pain-Relief Demand Index via Hilbert Huang Transform for Postoperative Pain”, Journal of Medical and Biological Engineering, 31(3): 169-176 (2011) (SCI&EI, IF = 0.731, Ranking= 61/72, from 2011 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL).

  96. X.R. Cui, M.F. Abbod, Q. Liu, J.S. Shieh*, T.Y. Chao, C.Y. Hsieh, Y.C. Yang, “Ensembled artificial neural networks to predict the fitness score for body composition analysis”,  The Journal of Nutrition, Health and Aging, 15 (5): 341-348 (2011) (SCI, IF = 2.686, Ranking= 17/44, from 2011 ISI Database, Subject Category: GERIATRICS & GERONTOLOGY).

  97. Jia-Rong Yeh, Chung-Wu Lin, Jiann-Shing Shieh*, “An approach of multi-scale complexity in texture analysis of lymphomas”, IEEE Signal Processing Letters, 18(4):239-242 (2011) (SCI, IF = 1.388, Ranking= 91/244, from 2011 ISI Database, Subject Category: ENGINEERING, ELECTRICAL & ELECTRONIC).

  98. Quan Liu, Xingran Cui, Maysam F. Abbod, Sheng-Jean Huang, Yin-Yi Han, Jiann-Shing Shieh*, “Brain Death Prediction Based on Ensembled Artificial Neural Networks in Neurosurgical Intensive Care Unit”, Journal of the Taiwan Institute of Chemical Engineers, 42 (1):97-107 (2011) (SCI&EI, IF = 2.110, Ranking= 34/133, from 2011 ISI Database, Subject Category: ENGINEERING, CHEMICAL).

  99. Ho-Tsung Hsin, Chi-Yu Yang, Jiann-Shing Shieh, Pi-Chi Lin, Liang-Yu Chen*, “The acute-phase heart rate variability in acute coronary syndrome- the implications of different analysis”, Taiwan Critical Care Medicine, 11: 239-250 (2010).

  100. Cheng-Wei Lu, Wei-Horng Jean, Chia-Chan Wu, Jiann-Shing Shieh, Tzu-Yu Lin*, “Anti-emetic efficacy of metoclopramide and diphenhydramine added to patient-controlled morphine analgesia: a randomised controlled trial”, European Journal of Anaesthesiology, 27(12):1052-7 (2010) (SCI, IF = 2.231, Ranking= 12/28, from 2011 ISI Database, Subject Category: ANESTHESIOLOGY).

  101. Yuan-Chao Chou, Maysam F. Abbod*, Jiann-Shing Shieh, Chia-Yu Hsu, “Multivariable Fuzzy Logic/Self-Organizing for Anesthesia Control”, Journal of Medical and Biological Engineering, 30(5): 297-306 (2010) (SCI&EI, IF = 0.731, Ranking= 61/72, from 2011 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL).

  102. Rong-Guan Yeh, Gau-Yang Chen, Jiann-Shing Shieh*, Cheng-Deng Kuo, “Parameter investigation of detrended fluctuation analysis for short-term human heart rate variability”, Journal of Medical and Biological Engineering, 30(5): 277-282 (2010) (2010) (SCI&EI, IF = 0.731, Ranking= 61/72, from 2011 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL).

  103. Richard Singhathip, Si-Hui Yang, Maysam Abbod, Rong-Guan Yeh, Jiann-Shing Shieh*, “Extracting Respiration Rate from Raw ECG Signals”, Biomedical Engineering - Applications, Basis & Communications, Vol.22, No.4, pp. 307-314 (2010) (SCI&EI, IF = 0.236, Ranking= 70/72, from 2011 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL)

  104. Jia-Rong Yeh, Wei-Zen Sun, Jiann-Shing Shieh*, Norden E. Huang, “Investigating fractal property and respiratory modulation of human heartbeat time series using empirical mode decomposition”, Medical Engineering & Physics, Vol. 32 (5), pp. 490-496 (2010) (SCI&EI, IF = 1.623, Ranking= 38/72, from 2010 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL).

  105. J.R. Yeh, J.S. Shieh*, N.E. Huang,” Complementary Ensemble Empirical Mode Decomposition: A Novel Noise Enhanced Data Analysis Method.” Advances in Adaptive Data Analysis, Theory and Applications, 2(2), pp. 135-156 (2010) (EI).

  106. Ho-Tsung Hsin*, Chi-Yu Yang, Dong-Feng Yeih, Jiann-Shing Shieh, Ai-Hsien Li, “The detrended fluctuation analysis of acute-phase heart-rate variability in acute coronary syndromes — A pilot study”, International Journal of Cardiology, 140(2):252-5 (2010) (SCI, IF = 7.078, Ranking=6/117, from 2011 ISI Database, Subject Category: CARDIAC & CARDIOVASCULAR SYSTEMS)

  107. Jia-Rong Yeh, Wei-Zen Sun, Jiann-Shing Shieh*, Norden E. Huang, “Intrinsic Mode Analysis of Human Heartbeat Time Series”, Annals of Biomedical Engineering, 38(4), pp. 1337-1344 (2010) (SCI&EI, IF = 2.368, Ranking= 20/72, from 2011 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL)

  108. Wei-Ren Chuang, Jia-Rong Yeh, Li-Kuei Chen, Yin-Yi Han, Jiann-Shing Shieh*, “Investigation of the effects of continuous low-dose epidural analgesia on the autonomic nervous system using Hilbert Huang transform”, Journal of Healthcare Engineering, Vol. 1, No. 1, Page 13–25 (2010).

  109. Rong-Guan Yeh, Jiann-Shing Shieh, Gau-Yang Chen*, Cheng-Deng Kuo, “Response to "To the Editor"”, Autonomic Neuroscience-Basic & Clinical, 152: 121-122 (2010) (SCI, IF = 2.130, Ranking=142/219, from 2008 ISI Database, Subject Category: NEUROSCIENCES) or (SCI, IF = 1.815, Ranking=170/230, from 2009 ISI Database, Subject Category: NEUROSCIENCES).

  110. I.C. Su , C.H. Li, K.C. Wang, D.M. Lai, S.J. Huang, J.S. Shieh, Y.K. Tu*, “Prediction of early secondary complications in patients with spontaneous subarachnoid hemorrhage based on accelerated sympathovagal ratios”, Acta Neurochir (Wien), 151:1631-1637 (2009) (SCI, IF=1.634, Ranking=58/148, from 2008 ISI Database, Subject Category: SURGERY) or (SCI, IF=1.472, Ranking=68/166, from 2009 ISI Database, Subject Category: SURGERY).

  111. Rong-Guan Yeh, Jiann-Shing Shieh, Gau-Yang Chen*, Cheng-Deng Kuo, “Detrended fluctuation analysis of short-term heart rate variability in late pregnant women”, Autonomic Neuroscience-Basic & Clinical, 150: 122-126 (2009) (SCI, IF = 2.130, Ranking=142/219, from 2008 ISI Database, Subject Category: NEUROSCIENCES) or (SCI, IF = 1.815, Ranking=170/230, from 2009 ISI Database, Subject Category: NEUROSCIENCES).

  112. Tzu-Yu Lin, Kuan-Ming Chiu*, Shu-Hsun Chu, Fang-Ming Horng, Jiann-Shing Shieh, “A simple modification of inflow cannula to reduce recirculation of venovenous extracorporeal membrane oxygenation”, The Journal of Thoracic and Cardiovascular Surgery, Vol.138(2), pp. 503-506 (2009) (SCI, IF=3.037, Ranking=20/148, from 2008 ISI Database, Subject Category: SURGERY) or (SCI, IF=3.063, Ranking=19/166, from 2009 ISI Database, Subject Category: SURGERY).

  113. Tzu-Yu Lin, Kuan-Ming Chiu*, Jiann-Shing Shieh, Shu-Hsun Chu, “Surgical treatment of left main coronary artery aneurysm-A case report” Circulation Journal 73(4):770-771 (2009) (SCI, IF =2.387, Ranking= 32/78, from 2008 ISI Database, Subject Category: CRRDIAC & CARDIOVASCULAR SYSTEMS) or (SCI, IF =2.692, Ranking= 36/95, from 2009 ISI Database, Subject Category: CRRDIAC & CARDIOVASCULAR SYSTEMS).

  114. Jiann-Shing Shieh, Liang-Yu Chen, Yeong-Ray Wen, Jen-Yin Chen, and Wei-Zen Sun*, “Discrimination of pain intensity level and side effects of postoperative pain using parameters extracted from the evoked pain pattern”, Biomedical Engineering - Applications, Basis & Communications, Vol.21, No.1, pp. 29-38 (2009) (SCIE&EI).

  115. C.T. Chuang, S.Z. Fan, J.S. Shieh*, “Rule Extraction by Fuzzy Modeling Algorithm for Fuzzy Logic Control of Cisatracurium as a Neuromuscular Block”, Engineering Applications of Artificial Intelligence, Vol. 22, pp. 129-140 (2009) (SCI&EI, IF = 1.397, Ranking=14/68, from 2008 ISI Database, Subject Category: ENGINEERING, MULTIDISPLINARY).

  116. T.Y. Lin, S.H. Tseng, S.J. Li, J.C. Chen, J.S. Shieh, Y. Chen*, “Tetrandrine increased the survival rate of mice with lipopolysaccharide-induced endotoxemia”, Journal of Trauma-Injury Infection & Critical Care, 66(2):411-417 (2009) (SCI, IF=2.342, Ranking=34/148, from 2008 ISI Database, Subject Category: SURGERY).

  117. J.R. Yeh, S.Z. Fan, J.S. Shieh*, “Human heart beat analysis using a modified algorithm of detrended fluctuation analysis based on empirical mode decomposition”, Medical Engineering & Physics, Vol. 31 (1), pp. 92-100 (2009) (SCI&EI, IF = 2.216, Ranking= 17/52, from 2008 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL).

  118. T.Y. Lin, K.M. Chiu*, J.S. Shieh, S.H. Chu, “Emergency Redo Mitral Valve Replacement in a Pregnant Woman at Third Trimester-Case Report and Literature Review”, Circulation Journal 72(10):1715-1717 (2008) (SCI, IF =2.387, Ranking= 32/78, from 2008 ISI Database, Subject Category: CRRDIAC & CARDIOVASCULAR SYSTEMS).

  119. Jiann-Shing Shieh, Chun-Yi Dai, Yeong-Ray Wen, Tzu-Yu Lin, and Wei-Zen Sun*,“Fuzzy Pain Demand Index from an i-Pain System for Assessment of Postoperative Pain via Patient-Controlled Analgesia Using Different Amounts and Combination Drugs”, Biomedical Engineering - Applications, Basis & Communications, Vol.20, No.4, pp. 249-258 (2008) (SCIE&EI).

  120. Jia-Rong Yeh, Jiann-Shing Shieh, Chih-Peng Lin, Wei-Zen Sun*, “Sunscope: a video-guided intubation station through the detachable imaging probe”, Acta Anaesthesiologica Taiwanica, Vol.46 (2), pp. 71-75 (2008).

  121. Kuan-Ming Chiu, Chia-Chan Wu, Ming-Jiuh Wang, Cheng-Wei Lu, Jiann-Shing Shieh, Tzu-Yu Lin*, Shu-Hsun Chu, “Local infusion of bupivacaine combined with intravenous patient-controlled analgesia provides better pain relief than intravenous patient-controlled analgesia alone in minimally invasive cardiac surgery patients”, The Journal of Thoracic and Cardiovascular Surgery, Vol.135(6), pp. 1348-1352 (2008) (SCI, IF=3.037, Ranking=20/148, from 2008 ISI Database, Subject Category: SURGERY).

  122. Sung-Chun Tang, Yu-Wen Huang, Jiann-Shing Shieh, Sheng-Jean Huang, Ping-Keung Yip, Jiann-Shing Jeng*, “Dynamic Cerebral Autoregulation in Carotid Stenosis Before and After Carotid Stenting”, Journal of Vascular Surgery, Vol. 48(1), pp. 88-92 (2008) (SCI, IF=3.770, Ranking=11/148, from 2008 ISI Database, Subject Category: SURGERY).

  123. Jia-Rong Yeh, Ai-Hsien Li, Jiann-Shing Shieh*, Yen-An Su, Chi-Yu Yang, “Diagnosing dangerous Arrhythmia of Patients by automatic Detecting of QRS Complexes in ECG”, International Journal of Biological and Medical Sciences, Vol. 1, No. 4, pp. 175-181 (2008).

  124. J.R. Yeh, T.Y. Lin, J.S. Shieh*, Y. Chen, C.K. Peng, “A novel blocking index based on similarity measurement applied in distinguishing the patterns of blood pressure signals at dynamically transitional situation”, Biomedical Engineering - Applications, Basis & Communications, Vol.20, No.2, pp. 107-114 (2008) (SCIE&EI).

  125. Yin-Yi Han, Jia-Rong Yeh, Yu-Wei Liu, Jiann-Shing Shieh*, “A new approach of spontaneous baroreflex sensitivity based on detrended fluctuation analysis: methodology and an application”, International Journal of Mathematics and Computers in Simulation, Vol. 1(4), pp. 368-372 (2007).

  126. R.G. Yeh, Y.Y. Han, J.S. Shieh*, Y.J. Wang, S.C. Tseng, Y.C. Fu, “Nonrandomness index applied for heart rate variability in surgical intensive care units using frequency and rank order statistics”, Biomedical Engineering - Applications, Basis & Communications Vol.19, No.5, pp. 303-311 (2007) (EI).

  127. J.S. Shieh, C.Y. Dai, Y.R. Wen, W.Z. Sun*, “A novel fuzzy pain demand index derived from patient-controlled analgesia for postoperative pain”, IEEE Transactions on Biomedical Engineering, Vol.54 (12), pp. 2123-2132 (2007) (SCI&EI, IF = 2.302, Ranking=11/42, from 2006 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL).

  128. J.S. Shieh, L.W. Chang*, T.C. Yang, C.C. Liu, “An enhanced patient controlled analgesia (EPCA) for the extracorporeal shock wave lithotripsy (ESWL)”, Biomedical Engineering - Applications, Basis & Communications, Vol.19, No.1, pp. 7-17 (2007) (EI).

  129. C.T. Chuang, S.Z. Fan, J.S. Shieh*, “Muscle Relaxation Controlled by Automated Administration of Cisatracurium”, Biomedical Engineering - Applications, Basis & Communications, Vol.18, No.6, pp. 284-295 (2006) (EI).

  130. C.T. Chuang, S.Z. Fan, J.S. Shieh*, “The use of intensive manual control to model cisatracurium pharmacokinetics and pharmacodynamics for neuromuscular block”, Journal of Medical and Biological Engineering, Vol. 26(4), pp. 187-193 (2006) (EI).

  131. J.S. Shieh*, M. Fu, S.J. Huang, M.C. 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 Transactions on Biomedical Engineering (Communication), Vol.53(8), pp. 1700-1705 (2006) (SCI&EI, IF = 2.302 Ranking=11/42, from 2006 ISI Database, Subject Category: ENGINEERING, BIOMEDICAL). (NSC91-2212-E-155-008)

  132. S.J. Huang, J.S. Shieh*, M. Fu, and M.C. Kao, “Fuzzy logic control for intracranial pressure via continuous propofol sedation in a neurosurgical intensive care unit”, Medical Engineering & Physics, Vol. 28 (7), pp. 639-647 (2006) (SCI&EI, IF = 1.179, from 2006 ISI Database). (NSC90-2212-E-155-002)

  133. J.S. Shieh*, C.T. Chuang, X. Wang, P.Y. Kuo, “Remote monitoring of mobility changes of the elderly at home using frequency rank order statistics”, Journal of Medical and Biological Engineering, Vol. 26(2), pp. 81-88 (2006) (EI).

  134. R.G. Yeh, J.S. Shieh*, Y.Y. Han, Y.J. Wang, S.C. Tseng, “Detrended fluctuation analyses of short-term heart rate variability in surgical intensive care units”, Biomedical Engineering - Applications, Basis & Communications, Vol.18, No.2, pp. 67-72 (2006) (EI). (NSC93-2213-E-155-051)

  135. J.S. Shieh*, M.H. Kao and C.C. Liu, “Genetic fuzzy modelling and control of bispectral index (BIS) for general intravenous anaesthesia”, Medical Engineering & Physics, Vol. 28 (2), pp. 134-148 (2006) ( SCI&EI, IF = 1.179, from 2006 ISI Database). (NSC92-2320-B-002-111)

  136. C.Y. Yen, L.M. Lien, J.S. Shieh*,W.H. Chen, H.C. Chiu,“Cerebrovascular response to different stimulations and patterns in healthy volunteers”, Journal of Medical and Biological Engineering, Vol. 25(4), pp.185-191 (2005) (EI).

  137. J.S. Shieh*, Y.S. Chang, C.T. Chuang and X. Wang, “Design a hierarchical system for monitoring mobility changes of the elderly using intelligent analysis”, Biomedical Engineering - Applications, Basis & Communications, Vol.17, No.4, pp. 207-214 (2005) (EI). (NSC91 -2213-E-155-030).

  138. J.S. Shieh*, D.A. Linkens and A.J. Asbury, “A hierarchical system of on-line advisory for monitoring and controlling the depth of anaesthesia using self-organizing fuzzy logic” Engineering Applications of Artificial Intelligence, Vol. 18 (3), pp 307-316 (2005) (SCI&EI, IF = 0.866, Ranking=18/67 (subject categories: ENGINEERING, MULTIDISPLINARY).

  139. J.S. Shieh*, D.A. Linkens and J.E. Peacock, “A computer screen-based simulator for hierarchical fuzzy logic monitoring and control of depth of anaesthesia”, Mathematics and Computers in Simulation, Vol. 67(3), pp. 251-265 (2004) (SCI&EI, IF = 0.534).

  140. J.S. Shieh*, S.Z. Fan and W.L. Shi, “The intelligent architecture for simulation of inhalational anaesthesia ”, Biomedical Engineering- Applications, Basis & Communications, Vol. 16, No. 5, pp. 272-280 (2004) (EI) (NSC90-2212-E-155-002).

  141. J.S. Shieh*, C.F. Chou, S.J. Huang and M.C. Kao, “Intracranial pressure model in intensive care unit using a simple recurrent neural network through time”, Neurocomputing, Vol. 57, pp. 239-256 (2004) (SCI&EI, IF = 0.860). (NSC89-2218-E-155-014)

  142. T.K. Teng, J.S. Shieh* and C.S. Chen, “Genetic algorithms applied in on-line autotuning PID parameters of a liquid control system”, Transactions of the Institute of Measurement and Control, Vol. 25 (5), pp. 433-450 (2003) (SCI&EI, IF = 0.362). (NSC90-2212-E-155-002)

  143. J.S. Shieh*, D.A. Linkens, and J.E. Peacock, “An advisory system for propofol anaesthesia after determining the sensitivity of the patient during the induction stage”, Biomedical Engineering- Applications, Basis & Communications, Vol. 15, No. 2, pp. 47-55 (2003) (EI)

  144. J.S. Shieh*, S.Z. Fan and W.L. Shi, “The intelligent model of a patient using artificial neural networks for inhalational anaesthesia”, Journal of the Chinese Institute of Chemical Engineers, Vol. 33 (6), pp. 609-620 (2002) (SCI&EI, IF = 0.979). (NSC 89-2218-E-155-014)

  145. J.S. Shieh* and J.T. Hung, “The monitoring and control of an arm crank system using fuzzy logic for multi-handicapped youths with mental retardation”, Biomedical Engineering- Applications, Basis & Communications, Vol. 14, No. 5, pp. 197-203 (2002) (EI). (NSC 89-2614-E-155-001)

  146. J.S. Shieh, L.W. Chang*, M.S. Wang, Y.P. Wang, Y.P. Yang, and W.Z. Sun, “Pain model and fuzzy logic patient-controlled analgesia in shock wave lithotripsy”, Medical & Biological Engineering & Computing, Vol. 40, pp. 128-136, (2002) (SCI&EI, IF = 1.070).

  147. J. S. Shieh*, S.Z. Fan, L.W. Chang and C.C. Liu, “Hierarchical rule-based monitoring and fuzzy logic control for neuromuscular block”, Journal of Clinical Monitoring and Computing Vol. 16, pp. 583-592, (2000). (EI)

  148. ​J. S. Shieh*, Q.F. Chou, and S.Z. Fan, “Modelling of bispectral index using artificial neural networks during inhalational anaesthesia”, Biomedical Engineering-Applications, Basis & Communications, Vol. 12, No. 3, pp. 140-147 (2000). (EI)

  149. J.S. Shieh, M.F. Abbod, D.A. Linkens* and J.E. Peacock, “Hierarchical fuzzy-based support system for anaesthesia monitoring and control”, IEE Proc.-Control Theory and Appl., Vol: 146, No. 3, pp. 265-272 (1999). (SCI)

  150. J.S. Shieh, D.A. Linkens* and J.E. Peacock, “Hierarchical rule-based and self-organizing fuzzy logic control of anaesthesia”, IEEE Transaction on Systems, Man, and Cybernetics-Part C: Applications and Reviews, Vol. 29, No. 1, pp. 98-109 (1999). (SCI)

  151. J. S. Shieh, L.W. Chang*, S.Z. Fan, C.C. Liu and H.H. Huang, “Automatic control of anaesthesia using hierarchical structure”, Biomedical Engineering-Applications, Basis & Communications,Vol. 10, No. 4, pp. 195-202 (1998). (EI)

  152. J. S. Shieh, L.W. Chang*, Y.J. Cheng, S.Z. Fan and C.C. Liu, “Monitoring EEG signals for awareness during propofol anaesthesia”, Biomedical Engineering-Applications, Basis & Communications,Vol. 10, No. 4, pp. 185-194 (1998). (EI)

  153. M. Elkfafi, J.S. Shieh, D.A. Linkens* and J.E. Peacock, “Fuzzy logic for auditory evoked response monitoring and control of depth of anaesthesia”, Fuzzy Sets and Systems 100, 29-43 (1998). (SCI )

  154. M. Elkfafi, J.S. Shieh, D.A. Linkens* and J.E. Peacock, “Intelligent signal processing of evoked potentials for anaesthesia monitoring and control”, IEE Proc.-Control Theory and Appl., Vol: 144, No. 4, pp. 354-360 (1997). (SCI)

  155. J. S. Shieh, L.W. Chang*, S.Z. Fan and C.C. Liu, “Fuzzy logic control of propofol infusion using quantitative and qualitative approaches”, Biomedical Engineering-Applications, Basis & Communications,Vol. 9, No. 6, pp. 350-362 (1997). (EI)

  156. J. S. Shieh, L.W. Chang*, S.Z. Fan and C.C. Liu, “Hierarchical monitoring and fuzzy logic control of neuromuscular block with mivacurium”, Biomedical Engineering-Applications, Basis & Communications, Vol. 9, No. 5, pp. 261-267 (1997). (EI)

  157. D.A. Linkens*, J.S. Shieh and J.E. Peacock, “Hierarchical fuzzy modelling for monitoring depth of anaesthesia”, Fuzzy Sets and Systems, 79, 43-57 (1996). (SCI )

  158. D.A. Linkens*, D.G. Mason, M.F. Abbod and J.S. Shieh, “Fuzzy logic in anaesthesia”, Trans Inst MC Vol 18, No. 5, pp. 238- 246 (1996). (SCI)

  159. J. S. Shieh, L.W. Chang*, S.Z. Fan and C.C. Liu, “Hierarchical monitoring and fuzzy logic control of muscle relaxation”, Biomedical Engineering-Applications, Basis & Communications, Vol. 8, No. 5, pp. 392-402 (1996). (EI)

  160. J.S. Shieh*, H. C. Chen and L. H. Ferng, “Application of a fuzzy logic controller in temperature control of a pilot high-temperature short-time heat exchanger”, Food Control, Vol 3, No. 2, pp. 91-96 (1992). (SCI)

Awards

學術得獎:

一.    個人得獎：

  • 第十八屆有庠元智講座(2022 年 10 月)

  • 第十八屆有庠研究傑出教授獎 (2020 年 8 月)

  • 第十五屆有庠研究傑出教授獎 (2017 年 8 月)

  • 第十一屆有庠研究傑出教授獎 (2013 年 8 月)

  • 元智大學97學年度輔導暨服務傑出獎

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