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Title
Author
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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