Using a short-term parameter of heart rate variability to distinguish awake from isoflurane anesthetic states. - Hui-Hsun Huang; Yi-Hui Lee; Hsiao-Lung Chan; Yong-Ping Wang; Chi-Hsiang Huang 002; Shou-Zen Fan (Medical Biol. Eng. Comput., 2008)

Rule extraction by fuzzy modeling algorithm for fuzzy logic control of cisatracurium as a neuromuscular block. - Chen-Tse Chuang; Shou-Zen Fan; Jiann-Shing Shieh (Eng. Appl. Artif. Intell., 2009)

Monitoring and Control of Anesthesia Using Multivariable Self-Organizing Fuzzy Logic Structure. - Jiann-Shing Shieh; Maysam F. Abbod; C. Y. Hsu; Sheng-Jean Huang; Yin-Yi Han; Shou-Zen Fan (Fuzzy Systems in Bioinformatics and Computational Biology, 2009)

Developing a monitoring psychological stress index system via photoplethysmography. - Maysam Abbod; Yu-Ren Chiou; Si-Hui Yang; Shou-Zen Fan; Jiann-Shing Shieh (Artif. Life Robotics, 2011)

A comparison of patients' heart rate variability and blood flow variability during surgery based on the Hilbert-Huang Transform. - Shou-Zen Fan; Qin Wei; Pei-Fung Shi; Yu-Jen Chen; Quan Liu 001; Jiann-Shing Shieh (Biomed. Signal Process. Control., 2012)

Adaptive Computation of Multiscale Entropy and Its Application in EEG Signals for Monitoring Depth of Anesthesia During Surgery. - Quan Liu 001; Qin Wei; Shou-Zen Fan; Cheng-Wei Lu; Tzu-Yu Lin; Maysam F. Abbod; Jiann-Shing Shieh (Entropy, 2012)

Multivariable Type-2 Self-Organizing Fuzzy Logic Controllers for Regulating Anesthesia with Rule Base Extraction. - Yan-Xin Liu; Jiann-Shing Shieh; Faiyaz Doctor; Shou-Zen Fan; Kuo-Kuang Jen (TAAI, 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 (Entropy, 2013)

Analysis of EEG via Multivariate Empirical Mode Decomposition for Depth of Anesthesia Based on Sample Entropy. - Qin Wei; Quan Liu 001; Shou-Zen Fan; Cheng-Wei Lu; Tzu-Yu Lin; Maysam F. Abbod; Jiann-Shing Shieh (Entropy, 2013)

Genetic type-2 self-organising fuzzy logic controller applied to anaesthesia. - Yan-Xin Liu; Jiann-Shing Shieh; Shou-Zen Fan; Faiyaz Doctor; Kuo-Kuang Jen (TAAI, 2015)

EEG Signals Analysis Using Multiscale Entropy for Depth of Anesthesia Monitoring during Surgery through Artificial Neural Networks. - Quan Liu 001; Yi-Feng Chen; Shou-Zen Fan; Maysam F. Abbod; Jiann-Shing Shieh (Comput. Math. Methods Medicine, 2015)

Instantaneous 3D EEG Signal Analysis Based on Empirical Mode Decomposition and the Hilbert-Huang Transform Applied to Depth of Anaesthesia. - Mu-Tzu Shih; Faiyaz Doctor; Shou-Zen Fan; Kuo-Kuang Jen; Jiann-Shing Shieh (Entropy, 2015)

A comparison of five different algorithms for EEG signal analysis in artifacts rejection for monitoring depth of anesthesia. - Quan Liu 001; Yi-Feng Chen; Shou-Zen Fan; Maysam F. Abbod; Jiann-Shing Shieh (Biomed. Signal Process. Control., 2016)

Comparison of FFT and marginal spectra of EEG using empirical mode decomposition to monitor anesthesia. - Shih-Jui Chen; Chia-Ju Peng; Yi-Chun Chen; Yean-Ren Hwang; Ying-Sian Lai; Shou-Zen Fan; Kuo-Kuang Jen (Comput. Methods Programs Biomed., 2016)

EEG artifacts reduction by multivariate empirical mode decomposition and multiscale entropy for monitoring depth of anaesthesia during surgery. - Quan Liu 001; Yi-Feng Chen; Shou-Zen Fan; Maysam F. Abbod; Jiann-Shing Shieh (Medical Biol. Eng. Comput., 2017)

Design and Evaluation of a Real Time Physiological Signals Acquisition System Implemented in Multi-Operating Rooms for Anesthesia. - Quan Liu 001; Li Ma; Shou-Zen Fan; Maysam F. Abbod; Cheng-Wei Lu; Tzu-Yu Lin; Kuo-Kuang Jen; Shang-Ju Wu; Jiann-Shing Shieh (J. Medical Syst., 2018)

An Adaptive Monitoring Scheme for Automatic Control of Anaesthesia in dynamic surgical environments based on Bispectral Index and Blood Pressure. - Yu-Ning Yu; Faiyaz Doctor; Shou-Zen Fan; Jiann-Shing Shieh (J. Medical Syst., 2018)

Electroencephalogram Similarity Analysis Using Temporal and Spectral Dynamics Analysis for Propofol and Desflurane Induced Unconsciousness. - Quan Liu 001; Li Ma; Shou-Zen Fan; Maysam F. Abbod; Jiann-Shing Shieh (Symmetry, 2018)

Spectrum Analysis of EEG Signals Using CNN to Model Patient's Consciousness Level Based on Anesthesiologists' Experience. - Quan Liu 001; Jifa Cai; Shou-Zen Fan; Maysam F. Abbod; Jiann-Shing Shieh; Yuchen Kung; Longsong Lin (IEEE Access, 2019)

Genetic Deep Convolutional Autoencoder Applied for Generative Continuous Arterial Blood Pressure via Photoplethysmography. - Muammar Sadrawi; Yin-Tsong Lin; Chien-Hung Lin 001; Bhekumuzi M. Mathunjwa; Shou-Zen Fan; Maysam F. Abbod; Jiann-Shing Shieh (Sensors, 2020)

An Optimized Type-2 Self-Organizing Fuzzy Logic Controller Applied in Anesthesia for Propofol Dosing to Regulate BIS. - Zi-Xiao Wei; Faiyaz Doctor; Yan-Xin Liu; Shou-Zen Fan; Jiann-Shing Shieh (IEEE Trans. Fuzzy Syst., 2020)

Deep learning via ECG and PPG signals for prediction of depth of anesthesia. - Meghna Roy Chowdhury; Ravichandra Madanu; Maysam F. Abbod; Shou-Zen Fan; Jiann-Shing Shieh (Biomed. Signal Process. Control., 2021)

Non-Invasive Hemodynamics Monitoring System Based on Electrocardiography via Deep Convolutional Autoencoder. - Muammar Sadrawi; Yin-Tsong Lin; Chien-Hung Lin 001; Bhekumuzi M. Mathunjwa; Ho-Tsung Hsin; Shou-Zen Fan; Maysam F. Abbod; Jiann-Shing Shieh (Sensors, 2021)

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; Jiann-Shing Shieh (Sensors, 2022)

Fractal Properties of Heart Rate Dynamics: A New Biomarker for Anesthesia - Biphasic Changes in General Anesthesia and Decrease in Spinal Anesthesia. - Jheng-Yan Lan; Jiann-Shing Shieh; Jia-Rong Yeh; Shou-Zen Fan (Sensors, 2022)

Nonlinear Analysis of Electroencephalogram Variability as a Measure of the Depth of Anesthesia. - Yi-Feng Chen; Shou-Zen Fan; Maysam F. Abbod; Jiann-Shing Shieh; Mingming Zhang 001 (IEEE Trans. Instrum. Meas., 2022)

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; Jiann-Shing Shieh (Artif. Life Robotics, 2023)