臺灣學術機構典藏系統 (Taiwan Academic Institutional Repository, TAIR)

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	Repositories
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	2019臺灣學術機構典藏研討會
	機構典藏系統RC7版本已發佈

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	臺大學術典藏NTU Scholars

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Institution	Date	Title	Author
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

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