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机构	日期	题名	作者
元智大學	Feb-17	Improved spectrum analysis in EEG for measure of depth of anesthesia based on phase-rectified signal averaging	Quan Liu; Yi-Feng Chen; Shou-Zen Fan; Maysam F. Abbod ; J.S. Shieh
元智大學	Feb-17	Improved spectrum analysis in EEG for measure of depth of anesthesia based on phase-rectified signal averaging	Quan Liu; Yi-Feng Chen; Shou-Zen Fan; Maysam F. Abbod ; J.S. Shieh
元智大學	Feb-15	Sample Entropy Analysis of EEG Signals via Artificial Neural Networks to Model Patients’ Consciousness Level Based on Anesthesiologists Experience	George Jiang; Shou-Zen 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; J.S. Shieh
元智大學	Dec-21	Electroencephalogram variability analysis for monitoring depth of anesthesia	Yi-Feng Chen; Shou-Zen Fan; Maysam, F. Abbod; J.S. Shieh; Mingming Zhang
元智大學	Dec-21	Unsupervised Anomaly Detection in Printed Circuit Boards through Student–Teacher Feature Pyramid Matching	Venkat Anil Adibhatla; Yu-Chieh Huang; Ming-Chung Chang; Hsu-Chi Kuo; Abhijeet Utekar; Huan-Chuang Chih; Maysam F. Abbod; J.S. Shieh
元智大學	Aug-23	Pain Scores Estimation using Surgical Pleth Index and Long Short-Term Memory Neural Networks	Omar M. T. Abdel Deen; Wei-Horng Jean; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh
元智大學	Aug-23	Automatic IHR-based sleep stage detection using features of residual neural network	Bhekumuzi M. Mathunjwa; Yin-Tsong Lin; Chien-Hung Lin; Maysam F. Abbod; Muammar Sadrawi; J.S. Shieh
元智大學	Aug-22	Comparison of Deep Learning Algorithms in Predicting Expert Assessments of Pain Scores during Surgical Operations Using Analgesia Nociception Index	Wei-Horng Jean; Peter Sutikno; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh
元智大學	Aug-22	Comparison of Deep Learning Algorithms in Predicting Expert Assessments of Pain Scores during Surgical Operations Using Analgesia Nociception Index	Wei-Horng Jean; Peter Sutikno; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh
元智大學	Aug-18	Design and Evaluation of a Real Time Physiological Signals Acquisition System Implemented in Multi-Operating Rooms for Anesthesia	Quan Liu; Li Ma; Shou-Zhen Fan; Maysam F. Abbod; Cheng-Wei Lu; Tzu-Yu Lin; Kuo-Kuang Jen; Shang-Ju Wu; J.S. Shieh
元智大學	Aug-17	EEG Artifacts Reduction by Multivariate Empirical Mode Decomposition and Multiscale Entropy for Monitoring Depth of Anaesthesia during Surgery	Quan Liu; Yi-Feng Chen; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh
元智大學	Aug-17	EEG Artifacts Reduction by Multivariate Empirical Mode Decomposition and Multiscale Entropy for Monitoring Depth of Anaesthesia during Surgery	Quan Liu; Yi-Feng Chen; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh
元智大學	Aug-15	Ensemble artificial neural networks applied to predict the key risk factors of hip bone fracture for elders	Quan Liu; Xingran Cui; Yuan-Chao Chou; Maysam F. Abbod; Jinn Lin; J.S. Shieh
元智大學	Apr-22	Nonlinear Analysis of Electroencephalogram Variability as a Measure of the Depth of Anesthesia	Yi-Feng Chen; Shou-Zen Fan; Maysam, F. Abbod; J.S. Shieh; Mingming Zhang
元智大學	Apr-19	Machine learning methods applied to predict ventilator-associated pneumonia with Pseudomonas aeruginosa infection via sensor array of electronic nose in intensive care unit	Yu-Hsuan Liao; Zhong-Chuang Wang; Fu-Gui Zhang; Maysam F. Abbod; Chung-Hung Shih; J.S. Shieh
元智大學	2023/1/25	Pain Score Prediction During General Anesthesia Using Long Short-Term Memory (LSTM) Networks	J.S. Shieh; Omar M. T. Abdel Deen; Wei-Horng Jean; Shou-Zen Fan; Maysam F. Abbod
元智大學	2022/12/15	ECG classification by using continuous wavelet transform and convolutional neural network	Ting-Chi Hou; Maysam F. Abbod; J.S. Shieh
元智大學	2022/12/15	Non-invasive continuous arterial blood pressure monitoring via PPG	Najsm Cox; Maysam F. Abbod; J.S. Shieh
元智大學	2019-09-18	Higher Resolution Input Image of Convolutional Neural Network of Reinforce Concrete Earthquake-Generated Crack Classification and Localization	Muammar Sadrawi; Husaini; Jalaluddin Yunus; Irwansyah; Maysam F. Abbod; J.S. Shieh
元智大學	2019-08-22	Computational Fluid Dynamics Based Fuzzy Control Optimization of Heat Exchanger via Genetic Algorithm	Muammar Sadrawi; Jalaluddin Yunus; Munawwar Khalil; Sarwo Edhy Sofyan; Maysam F. Abbod; J.S. Shieh
元智大學	2019-07-03	Applying Time-Frequency Image of Convolutional Neural Network to Extract Feature on Long-Term EEG Signals to Predict Depth of Anesthesia	Yu-Po Huang; Jerry Chen; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh; Yu-Chen Kung
元智大學	2019-07-03	Applying Time-Frequency Image of Convolutional Neural Network to Extract Feature on Long-Term EEG Signals to Predict Depth of Anesthesia	Yu-Po Huang; Jerry Chen; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh; Yu-Chen Kung
元智大學	2019-07-03	Applying Time-Frequency Image of Convolutional Neural Network to Extract Feature on Long-Term EEG Signals to Predict Depth of Anesthesia	Yu-Po Huang; Jerry Chen; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh; Yu-Chen Kung
元智大學	2019-01-23	Applying CNN Model for time-frequency analysis of EEG to assess the depth of anesthesia based on BIS value	Yu-Po Huang; Jerry Chen; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh; Yu-Chen Kung
元智大學	2019-01-23	Applying CNN Model for time-frequency analysis of EEG to assess the depth of anesthesia based on BIS value	Yu-Po Huang; Jerry Chen; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh; Yu-Chen Kung
元智大學	2019-01-23	Applying CNN Model for time-frequency analysis of EEG to assess the depth of anesthesia based on BIS value	Yu-Po Huang; Jerry Chen; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh; Yu-Chen Kung
元智大學	2018-10-24	Detecting Defects in PCB using Deep Learning via Convolution Neural Networks	Venkat Anil Adibhatla; J.S. Shieh; Maysam F. Abbod; Huan-Chuang Chih; Chi-Chang Hsu; Joseph Cheng
元智大學	2018-07-10	Pain Evaluation using Analgesia Nociception Index during Surgical Operation	J.S. Shieh; Bhekumuzi Mathunjwa; Muammar Sadrawi,; Maysam F. Abbod
元智大學	2018-06-02	Apnea Recognition in Wearable Device using the Intensive Evaluation of the ECG Power Spectral Density	Yin-Tsong Lin; Ping-Huai Wang; Chou-Han Lin; Muammar Sadrawi; Chien-Hung Lin; Yita Hsieh; Chia-Chun Kuo; Jen Chien Chien; Koichi Haraikawa; Maysam F. Abbod; J.S. Shieh
元智大學	2018-06-02	Wearable Device ECG-based Sleep Stage Evaluation using PSG-based Learning Signal	Yin-Tsong Lin; Ping-Huai Wang; Chou-Han Lin; Muammar Sadrawi; Chien-Hung Lin; Yita Hsieh; Chia-Chun Kuo; Jen Chien Chien; Koichi Haraikawa; Maysam F. Abbod; J.S. Shieh
元智大學	2018-06-02	Apnea Recognition in Wearable Device using the Intensive Evaluation of the ECG Power Spectral Density	Yin-Tsong Lin; Ping-Huai Wang; Chou-Han Lin; Muammar Sadrawi; Chien-Hung Lin; Yita Hsieh; Chia-Chun Kuo; Jen Chien Chien; Koichi Haraikawa; Maysam F. Abbod; J.S. Shieh
元智大學	2018-06-02	Wearable Device ECG-based Sleep Stage Evaluation using PSG-based Learning Signal	Yin-Tsong Lin; Ping-Huai Wang; Chou-Han Lin; Muammar Sadrawi; Chien-Hung Lin; Yita Hsieh; Chia-Chun Kuo; Jen Chien Chien; Koichi Haraikawa; Maysam F. Abbod; J.S. Shieh
元智大學	2017-06-27	The Evaluation of the Fuzzy C-Mean and Random Classifications for the Unbalanced Data in the Emergency Medical System via Artificial Neural Networks	J.S. Shieh; Muammar Sadrawi; Wei-Zen Sun; Matthew Huei-Ming Ma; Maysam F. Abbod; Yu-Ting Yeh; Chun-Yi Dai
元智大學	2017-01-29	BIG DATA ANALYSIS OF EMERGENCY MEDICAL SERVICE APPLIED TO DETERMINE THE SURVIVAL RATE EFFECTIVE FACTORS AND PREDICT THE AMBULANCE TIME VARIABLES	J.S. Shieh; Yu-Ting Yeh; Wei-Zen Sun; Matthew Huei-Ming Ma; Chun-Yi Dai; Muammar Sadrawi; Maysam F. Abbod
元智大學	2016-12-04	Intermittent blood pressure prediction via multiscale entropy and ensemble artificial neural networks	Muammar Sadrawi; J.S. Shieh; Shou Zen Fan; Chien Hung Lin; Koichi Haraikawa; Jen Chien Chien; Maysam F. Abbod
元智大學	2016-12-04	Ensemble empirical mode decomposition applied for PPG motion artifact	Muammar Sadrawi ; J.S. Shieh; Koichi Haraikawa; Jen Chien Chien; Chien Hung Lin; Maysam F. Abbod
元智大學	2016-09-07	Predicting the percentage of atrial fibrillation using sample entropy	Muammar Sadrawi; Bhekumuzi Mathunjwa; J.S. Shieh; Koichi Haraikawa; Jen Chien Chien; Han Wen Guo; Maysam F. Abbod
元智大學	2016-08-29	Analyzing Heart Rate Variability Using a Photoplethysmographic Signal Measuring System	Yi-Feng Chen; Wan-Ting Chiang; J.S. Shieh; Maysam F. Abbod; Shou-Zen Fan; Quan Liu
元智大學	2015-07-20	Asystole Cardiopulmonary Resuscitation Patient Evaluation via Ensemble Empirical Mode Decomposition, Entropy-Based Algorithm and Detrended Fluctuation Analysis	Muammar Sadrawi; Wei-Zen Sun; Matthew Huei-Ming Ma; Chun-Yi Dai; Maysam F. Abbod; J.S. Shieh
元智大學	2013-01	Adaptive Neuro-Fuzzy System Applied to Patient-Controlled Analgesia Analysis	Jiann-Shing Shieh; Ya-Ting Chan; Maysam F Abbod; Wei-Zen Sun; Yeong-Ray Wen
元智大學	2013-01	Adaptive Neuro-Fuzzy System Applied to Patient-Controlled Analgesia Analysis	Jiann-Shing Shieh; Ya-Ting Chan; Maysam F Abbod; Wei-Zen Sun; Yeong-Ray Wen
元智大學	2013-01	Adaptive Neuro-Fuzzy System Applied to Patient-Controlled Analgesia Analysis	Jiann-Shing Shieh; Ya-Ting Chan; Maysam F Abbod; Wei-Zen Sun; Yeong-Ray Wen
元智大學	2013	Analysis of EEG via multivariate empirical mode decomposition for depth of anesthesia based on sample entropy	Qin Wei; Quan Liu; Shou-Zhen Fan; Cheng-Wei Lu; Tzu-Yu Lin; Maysam F. Abbod; Jiann-Shing Shieh
元智大學	2013	Analysis of EEG via multivariate empirical mode decomposition for depth of anesthesia based on sample entropy	Qin Wei; Quan Liu; Shou-Zhen Fan; Cheng-Wei Lu; Tzu-Yu Lin; Maysam F. Abbod; Jiann-Shing Shieh
元智大學	2013	Application of Multivariate Empirical Mode Decomposition and Sample Entropy in EEG Signals via Artificial Neural Networks for Interpreting Depth of Anesthesia	Jeng-Rung Huang; Shou-Zen Fan; Maysam F. Abbod; Kuo-Kuang Jen; Jeng-Fu Wu; Jiann-Shing Shieh
元智大學	2013	Measuring Center of Pressure Signal to Quantify Human Balance Using Multivariate Multiscale Entropy via Designing a Force Platform	Cheng-Wei Huang; Pei-Der Sue; Maysam F. Abbod; Bernard C. Jiang; Jiann-Shing Shieh
元智大學	2013	Hip fracture risk assessment: artificial neural network outperforms conditional logistic regression in an age- and sex-matched case control study	Wo-Jan Tseng; Li-Wei Hung; Jiann-Shing Shieh; Maysam F Abbod; Jinn Lin
元智大學	2012-12	An Assessment of Pulse Transit Time For Detecting Heavy Blood Loss During Surgical Operation	Chien-Hao Wang; Cheng-Wei Lu; Tzu-Yung Lin; Maysam F. Abbod; Jiann-Shing Shieh
元智大學	2012-12	Ensembled neural networks applied to modeling survival rate for the patients with out-of-hospital cardiac arrest	Yuan-Jang Jiang; Matthew Huei-Ming Ma; Wei-Zen Sun; Kuan-Wu Chang; Maysam, F., Abbod; Jiann-Shing Shieh
元智大學	2012-11-16	Multiscale Entropy Algorithm Applied in Tilt Table Test for Evaluation Autonomic Nervous System and Autoregulation	Li Tseng; Sung-Chun Tang; Jiann-Shing Shieh; Maysam F. Abbod

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