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Institution	Date	Title	Author
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

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