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機構	日期	題名	作者
元智大學	Sep-21	Non-Invasive Hemodynamics Monitoring System Based on Electrocardiography via Deep Convolutional Autoencoder	Muammar Sadrawi; Yin-Tsong Lin; Chien-Hung Lin; Bhekumuzi Mathunjwa; Ho-Tsung Hsin; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh
元智大學	Sep-20	Defect Detection in Printed Circuit Boards Using You-Only-Look-Once Convolutional Neural Networks	Venkat Anil Adibhatla; Huan-Chuang Chih; Chi-Chang Hsu; Joseph Cheng; Maysam F. Abbod; J.S. Shieh
元智大學	Sep-15	Computational Depth of Anesthesia via Multiple Vital Signs Based on Artificial Neural Networks	Muammar Sadrawi; Shou-Zen Fan; Maysam F. Abbod; Kuo-Kuang Jen; J.S. Shieh
元智大學	Sep-15	Computational Depth of Anesthesia via Multiple Vital Signs Based on Artificial Neural Networks	Muammar Sadrawi; Shou-Zen Fan; Maysam F. Abbod; Kuo-Kuang Jen; J.S. Shieh
元智大學	Sep-15	EEG Signals Analysis Using Multiscale Entropy for Depth of Anesthesia Monitoring During Surgery through Artificial Neural Networks	Quan Liu; Yi-Feng Chen; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh
元智大學	Sep-15	EEG Signals Analysis Using Multiscale Entropy for Depth of Anesthesia Monitoring During Surgery through Artificial Neural Networks	Quan Liu; Yi-Feng Chen; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh
元智大學	Sep-14	A Critical Care Monitoring System for Depth of Anaesthesia Analysis Based on Entropy Analysis and Physiological Information Database	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
元智大學	Oct-20	Applying CLDNN to Time-Frequency Image of EEG Signals to Predict Depth of Anesthesia	Yen-Lin Chen; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh
元智大學	Oct-19	Advanced Signal Processing in Intelligent Systems for Health Monitoring	Maysam F. Abbod; J.S. Shieh
元智大學	Oct-17	Arrhythmia Evaluation In The Wearable ECG Devices	Muammar Sadrawi; Chien-Hung Lin; Yin-Tsong Lin; Yita Hsieh; Chia-Chun Kuo; Jen Chien Chien; Koichi Haraikawa; Maysam F. Abbod; J.S. Shieh
元智大學	Oct-17	Quasi-Periodicities Detection Using Phase-Rectified Signal Averaging in EEG Signals as a Depth of Anesthesia Monitor	Quan Liu; Yi-Feng Chen; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh
元智大學	Oct-17	Arrhythmia Evaluation In The Wearable ECG Devices	Muammar Sadrawi; Chien-Hung Lin; Yin-Tsong Lin; Yita Hsieh; Chia-Chun Kuo; Jen Chien Chien; Koichi Haraikawa; Maysam F. Abbod; J.S. Shieh
元智大學	Oct-17	Quasi-Periodicities Detection Using Phase-Rectified Signal Averaging in EEG Signals as a Depth of Anesthesia Monitor	Quan Liu; Yi-Feng Chen; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh
元智大學	Nov-17	HRV-derived data similarity and distribution index based on ensemble neural network for measuring depth of anaesthesia	Quan Liu; Ren-Chun Chiu; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh
元智大學	May-23	Depth Analysis of Anesthesia Using EEG Signals via Time Series Feature Extraction and Machine Learning	Raghav V. Anand; Maysam F. Abbod; Shou-Zen Fan; J.S. Shieh
元智大學	May-21	Applying Deep learning to defect detection in printed circuit boards via a newest model of you-only-look-once	Venkat Anil Adibhatla; Huan-Chuang Chih; Chi-Chang Hsu; Joseph Cheng; Maysam F. Abbod; J.S. Shieh
元智大學	May-19	Spectrum analysis of EEG signals using CNN to model patient’s consciousness level based on anesthesiologists’ experience	Quan Liu; JiFa Cai; ShouZen Fan; Maysam F. Abbod; J.S. Shieh; YuChen Kung; Longsong Lin
元智大學	May-18	Sample entropy analysis for the estimating depth of anaesthesia through human EEG signal at different levels of unconsciousness during surgeries	Quan Liu; Li Ma; Shou-Zhen Fan; Maysam F. Abbod; J.S. Shieh
元智大學	Mar-18	Ensemble Genetic Fuzzy Neuro Model Applied for The Emergency Medical Service via Unbalanced Data Evaluation	Muammar Sadrawi; Wei-Zen Sun; Matthew Huei-Ming Ma; Yu-Ting Yeh; Maysam F. Abbod; J.S. Shieh
元智大學	Jun-22	Explainable AI (XAI) Applied in Machine Learning for Pain Modeling: A Review	Ravichandra Madanu; Maysam F. Abbod; Fu-Jung Hsiao; Wei-Ta Chen; J.S. Shieh
元智大學	Jun-21	Depth of Anesthesia Prediction via EEG Signals using Convolutional Neural Network and Ensemble Empirical Mode Decomposition	Ravichandra Madanu; Farhan Rahman; Maysam, F. Abbod; Shou-Zen Fan; J.S. Shieh
元智大學	Jul-21	Deep Learning via ECG and PPG signals for prediction of Depth of Anesthesia	Meghna Roy Chowdhury; Ravichandra Madanu; Maysam, F. Abbod; Shou-Zen Fan; J.S. Shieh
元智大學	Jul-20	Using Artificial Neural Network to Predict a Variety of Pathogenic Microorganisms	Yu-Hsuan Liao; Yu-Ning Yu; Maysam F. Abbod; Chung-Hung Shih; J.S. Shieh
元智大學	Jul-20	Genetic Deep Convolutional Autoencoder Applied for Generative Continuous Arterial Blood Pressure via Photoplethysmography	Muammar Sadrawi; Yin-Tsong Lin; Chien-Hung Lin; Bhekumuzi Mathunjwa; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh
元智大學	Jul-18	Frontal EEG Temporal and Spectral Dynamics Similarity Analysis between Propofol and Desflurane Induced Anesthesia using Hilbert-Huang Transform	Quan Liu; Li Ma; Shou-Zhen Fan; Maysam F. Abbod; Qingsong Ai; J.S. Shieh
元智大學	Jul-18	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	J.S. Shieh; Ting-Hui Li; Chih-Dao Chen; Maysam F. Abbod
元智大學	Jul-16	Cardiopulmonary Resuscitation Pattern Evaluation Based on Ensemble Empirical Mode Decomposition Filter via Non-linear Approaches	Muammar Sadrawi; Wei-Zen Sun; M. H M Ma; Chun-Yi Dai; Maysam F. Abbod; J.S. Shieh
元智大學	Jan-22	Development of an E-nose System using Machine Learning Methods to Predict Ventilator-Associated Pneumonia	Yu-Hsuan Liao; Chung-Hung Shih; Maysam, F. Abbod; J.S. Shieh; Yu-Jen Hsiao
元智大學	Jan-18	Electroencephalogram Similarity Analysis using Temporal and Spectral Dynamics Analysis for Propofol and Desflurane Induced Unconsciousness	Quan Liu; Shou-Zen Fan; Maysam F. Abbod; J.S. Shieh
元智大學	Feb-21	ECG arrhythmia classification by using a recurrence plot and convolutional neural network	Bhekumuzi M. Mathunjwa; Yin-Tsong Lin; Chien-Hung Lin; 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-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

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