Sung-Nien YuPersonal data of - 國立中正大學電機工程學系

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Name	Sung-Nien Yu
Office_Hour	15:00-17:00, Tuesday
Extension	33205
Office room	Room331
E-mail
Personal website	http://www.dsp.ee.ccu.edu.tw/yu.html
Reference website of individual publication	Please click here

Group	Signal and Intelligent Computing
Job title	Professor and Chairman
Research expertise	Biomedical Signal Processing, Medical Image Analysis, Computer-aided Diagnosis, Artificial Intelligence and Machine Learning, Medical Electronics, Rehabilitation Engineering, Biomedical Sensing, Mobile Healthcare
Forum	Forum link

Educational background summary
School name	Country	Department	Degree	Starting date
Case Western Reserve University	USA	Biomedical Engineering	Ph.D.	1991-08 ~ 1996-05
				1989-09 ~ 1991-06
				1983-09 ~ 1987-06

Experiences
Service organization/unit	Job title	Starting date
		2006-08 ~ 2010-07
		1999-08 ~ 2006-07
Chang Gung University, Department of Physical Therapy	assistant professor	1997-08 ~ 1999-07
		1996-07 ~ 1997-07
United States Case Western Reserve University Applied Neural Control Lab.	fellow	1995-08 ~ 1996-05

Publications (Last 5 Years)

Journal Articles

http://www.dsp.ee.ccu.edu.tw/yu.html

Reference link

2014	Sung-Nien Yu and Ming-Yuan Lee,2014,Wavelet-based Multiscale Sample Entropy and Chaotic Features for Congestive Heart Failure Recognition Using Heart Rate Variability,Journal of Medical and Biological Engineering, (SCI),(EI)
2012	Yu, S.-N. and Lee, M.-Y.,2012,Conditional Mutual Information-based Feature Selection for Congestive Heart Failure Recognition Using Heart Rate Variability,Computer Methods and Programs in Biomedicine,108,1,pp299-309 (SCI),(EI)
2012	Yu, S.-N. and Lee, M.-Y.,2012,Bispectral Analysis and Genetic Algorithm for Congestive Heart Failure Recognition Based on Heart Rate Variability,Computers in Biology and Medicine,42,8,pp816-825 (SCI),(EI)
2012	Chen, Y.-H. and Yu, S.-N.,2012,Selection of Effective Features for ECG Beat Recognition Based on Nonlinear Correlations,Artificial Intelligence in Medicine,54,1,pp43-52 (SCI),(EI)
2011	Chien, C.-H., Yu, S.-N., Huang, Y.-Y., and Chong, F.-C.*,2011,An Efficient Framework of Emergency Response to Facilitate Disaster Recovery for Fire-damaged Medical Equipment - Case Study at a Large Medical Centre After a Fire,Safety Science,49,5,pp727-734 (SCI)
2011	Yu, S.-N.*, Lin, C.-N., and Hsu, Y.-K.,2011,A Configurable Digital Cellular Neural Network with Template Decomposition,Circuits, Systems, and Signal Processing,30,3,pp463-482 (SCI)
2011	Huang, Y.-K. and Yu, S.-N.*,2011,Transfer Matrix Renormalization Group Method for General Markov Random Fields,Physica A: Statistical Mechanics and its Applications,390,5,pp801-810 (SCI)
2010	Hsu, K.-C. and Yu, S.-N.*,2010,Detection of Seizures in EEG Using Subband Nonlinear Parameters and Genetic Algorithm,Computers in Biology and Medicine,40,10,pp823-830 (SCI)
2010	Yu, S.-N.* and Huang, Y.-K. ,2010,Detection of Microcalcifications in Digital Mammograms Using Combined Model-based and Statistical Textural Features,Expert Systems with Applications,37,7,pp5461-5469 (SCI),(EI)
2010	Yu, S.-N.* and Lin, C.-N. ,2010,An Efficient Paradigm for Wavelet-based Image Processing Using Cellular Neural Networks,International Journal of Circuit Theory and Applications,38,5,pp527-542 (SCI),(EI)
2010	Chen, H.-P., Liao, H.-J., Huang, C.-M., Wang, S.-C.*, Yu, S.-N.,2010,Improving Liquid Chromatography – Tandem Mass Spectrometry Determinations by Modifying Noise Frequency Spectrum between Two Consecutive Wavelet-based Low-pass Filtering Procedures,Journal of Chromatography A,1217,17,pp2804-2811 (SCI)
2010	Huang, Y.-K. and Yu, S.-N.*,2010,Asymptotics of the Partition Function of a General Markov Random Field on an Infinite Rectangular Lattice,Physica A: Statistical Mechanics and its Applications,389,4,pp736-746 (SCI)

Journal paper summary
Year	Publication	Author
2014	Sung-Nien Yu and Ming-Yuan Lee,2014,Wavelet-based Multiscale Sample Entropy and Chaotic Features for Congestive Heart Failure Recognition Using Heart Rate Variability,Journal of Medical and Biological Engineering, (SCI),(EI)	Sung-Nien Yu
2012	2012,108,1,pp299-309 (SCI),(EI)	Sung-Nien Yu
2012	2012,42,8,pp816-825 (SCI),(EI)	Sung-Nien Yu
2012	2012,54,1,pp43-52 (SCI),(EI)	Sung-Nien Yu
2011	2011,49,5,pp727-734 (SCI)	Sung-Nien Yu
2011	2011,30,3,pp463-482 (SCI)	Sung-Nien Yu
2011	2011,390,5,pp801-810 (SCI)	Sung-Nien Yu
2010	2010,40,10,pp823-830 (SCI)	Sung-Nien Yu
2010	Yu, S.-N.* and Huang, Y.-K. ,2010,Detection of Microcalcifications in Digital Mammograms Using Combined Model-based and Statistical Textural Features,Expert Systems with Applications,37,7,pp5461-5469 (SCI),(EI)	Sung-Nien Yu
2010	Yu, S.-N.* and Lin, C.-N. ,2010,An Efficient Paradigm for Wavelet-based Image Processing Using Cellular Neural Networks,International Journal of Circuit Theory and Applications,38,5,pp527-542 (SCI),(EI)	Sung-Nien Yu
2010	2010,1217,17,pp2804-2811 (SCI)	Sung-Nien Yu
2010	2010,389,4,pp736-746 (SCI)	Sung-Nien Yu
2009	2009,32,5,pp599-611 (SCI)	Sung-Nien Yu
2009	Yu, S.-N.* and Chen, Y.-H.,2009,Noise-tolerant Electrocardiogram Beat Classification Based on Higher Order Statistics of Subband Components,Artificial Intelligence in Medicine,46,2,pp165-178 (SCI),(EI)	Sung-Nien Yu
2009	Yu, S.-N.* and Chou, K.-T.,2009,Selection of Significant Independent Components for ECG Beat Classification,Expert Systems with Applications,36,2,pp2088-2096 (SCI),(EI)	Sung-Nien Yu
2009	Chen, S.-J., Yu, S.-N., Tzeng, J.-E., Chen, Y.-T., Chang K.-Y., Cheng, K.-S., Hsiao F.-T., Wei C.-K.,2009,Characterization of the Major Histopathological Components of Thyroid Nodules Using Sonographic Textural Features for Clinical Diagnosis and Management,Ultrasound in Medicine & Biology,35,2,pp201-208 (SCI),(EI)	Sung-Nien Yu
2008	Yu, S.-N.* and Chou, K.-T.,2008,Integration of Independent Component Analysis and Neural Networks for ECG Beat Classification,Expert Systems with Applications,34,4,pp2841-2846 (SCI),(EI)	Sung-Nien Yu
2008	Wang, S.-C., Lin, C.-J., Chiang S.-M., and Yu, S.-N.,2008,Tailoring Noise Frequency Spectrum between Two Consecutive Second Derivative Filtering Procedures to Improve Liquid Chromatography-Mass Spectrometry,Analytical Chemistry,80,6,pp2097-2104 (SCI),(EI)	Sung-Nien Yu
2008	Chen, S.-J., Cheng, K.-S., Chen, Y.-T., Dai, Y.-C., Sun, Y.-N., Chang, K.-Y., Yu, S.-N.,2008,Quantitative Correlation between Sonographic Textural Feature and Histopathological Components for Breast Cancer: Preliminary Results,Clinical Imaging,32,2,pp93-102 (SCI),(EI)	Sung-Nien Yu
2007	Yu, S.-N.* and Chou, K.-T.,2007,A Switchable Scheme for ECG Beat Classification Based on Independent Component Analysis,Expert Systems with Applications,33,4,pp824-829 (SCI),(EI)	Sung-Nien Yu
2007	Yu, S.-N.* and Chen, Y.-H.,2007,Electrocardiogram Beat Classification Based on Wavelet Transformation and Probabilistic Neural Network,Pattern Recognition Letters,28,10,pp1142-1150 (SCI),(EI)	Sung-Nien Yu
2006	Yu, S.-N.*, Li, K.-Y., and Huang, Y.-K.,2006,Detection of Microcalcifications in Digital Mammograms Using Wavelet Filter and Markov Random Field Mode,Computerized Medical Imaging and Graphics,30,3,pp163-173 (SCI),(EI)	Sung-Nien Yu
2005	Yu, S.-N.*, Chiang, C.-T., and Hsieh, C.-C.,2005,A Three-object Model for the Similarity Searches of Chest CT Images,Computerized Medical Imaging and Graphics,29,8,pp617-630 (SCI),(EI)	Sung-Nien Yu
2005	Chen, S.-J., Cheng, K.-S.*, Dai, Y.-C., Sun, Y.-N., Chen, Y.-T., Chang, K.-Y., Yu, S.-N., Tsai, H.-M., Hsieh, C.-C.,2005,Quantitatively Characterizing the Texture Feature of Ultrasonic Images for Breast Cancer with Histopathological Correlation,Journal of Ultrasound in Medicine,24,5,pp651-661 (SCI),(EI)	Sung-Nien Yu
2004	2004,34,6,pp2416-2420 (SCI)	Sung-Nien Yu
1999	1999,81,5-6,pp505-513 (SCI)	Sung-Nien Yu
1998	1998,10,5,pp302-311 (EI)	Sung-Nien Yu
1998	1998,10,3,pp119-125 (EI)	Sung-Nien Yu
1997	1997,272,41,ppC1025-C1039 (SCI)	Sung-Nien Yu
1991	1991,40,2-3,pp121-126 (SCI)	Sung-Nien Yu

Seminar paper summary
Year	Publication	Author
2014	Sung-Nien Yu and Fan-Tsen Liu,Subband Higher-order Statistics and Cross-correlation for Heartbeat Type Recognition Based on Two-lead Electrocardiogram,36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society,Chicago, IL, USA,2014/08/26-2014/08/30 (EI)	Sung-Nien Yu
2013	2013/07/03-2013/07/07 (EI)	Sung-Nien Yu
2013	2013/07/03-2013/07/07 (EI)	Sung-Nien Yu
2013	2013/07/03-2013/07/07 (EI)	Sung-Nien Yu
2012	2012/08/28-2012/09/01 (EI)	Sung-Nien Yu
2011	2011/09/14-2011/09/18 (EI)	Sung-Nien Yu
2010	2010/08/31-2010/09/04 (EI)	Sung-Nien Yu
2010	2010/04/30-2010/05/02	Sung-Nien Yu
2009	2009/09/07-2009/09/12 (EI)	Sung-Nien Yu
2009	ECG Beat Classification Based on Signal Decomposition: a Comparative Study,2009/05/24-2009/05/27 (EI)	Sung-Nien Yu
2009	Emulation of Salamander Retina with Multilayer Neural Network,2009/05/24-2009/05/27 (EI)	Sung-Nien Yu
2008	An RF Glottal Vibratile Signal Assisted Speaker Identification System,2008/12/05-2008/12/06	Sung-Nien Yu
2008	Categorizing Heartbeat by Independent Component Analysis and Support Vector Machine,2008/11/26-2008/11/28 (EI)	Sung-Nien Yu
2008	Selection of Higher Order Subband Features for ECG Beat Classification,2008/08/25-2008/08/29 (EI)	Sung-Nien Yu
2007	A Glottal Vibratile Signal Assisted Speaker Identification System,2007/11/23-2007/11/24	Sung-Nien Yu
2007	Subband Features Based on Higher Order Statistics for ECG Beat Classification,2007/08/23-2007/08/26 (EI)	Sung-Nien Yu
2007	Recognition of Microcalcifications in Digital Mammograms Based on Markov Random Field and Deterministic Fractal Modeling,2007/08/23-2007/08/26 (EI)	Sung-Nien Yu
2006	Prediction of Paroxysmal Atrial Fibrillation Based on Linear and Nonlinear Heart Rate Variability Features,2006/12/15-2006/12/16	Sung-Nien Yu
2006	Combining Independent Component Analysis and Backpropagation Neural Network for ECG Beat Classification,2006/08/30-2006/09/03 (EI)	Sung-Nien Yu
2006	Comparison of Different Wavelet Subband Features in the Classification of ECG Beats Using Probabilistic Neural Network,2006/08/30-2006/09/03 (EI)	Sung-Nien Yu
2006	Image Processing for a Tactile/Vision Substitution System Using Digital CNN,2006/08/30-2006/09/03 (EI)	Sung-Nien Yu
2006	Classifying ECG Beats Using ICA Features and Probabilistic Neural Network,2006/08/28-2006/09/01 (EI)	Sung-Nien Yu
2006	Recognition of Microcalcifications in Digital Mammograms Using High Order Markov Random Field Model,2006/08/28-2006/09/01 (EI)	Sung-Nien Yu
2005	A Portable Real-time Tactile/Vision Substitution System for the Blind (III),2005/12/17-2005/12/18	Sung-Nien Yu
2005	A Wireless Physiological Signal Monitoring System with Integrated Bluetooth and WiFi Technologies,2005/09/01-2005/09/04 (EI)	Sung-Nien Yu
2005	Chronic Electrical Stimulation of Four Acupuncture Points on Rat Diabetic Neuropathy,2005/09/01-2005/09/04 (EI)	Sung-Nien Yu
2005	Efficient Searching for Robust CNN Templates with Combined Analytic and Evolutionary Methods,2005/05/00-0000/00/00 (EI)	Sung-Nien Yu
2005	Embedding of Multiple Functions into a Single Cellular Neural Network an Image Filtering Prospective, (EI)	Sung-Nien Yu
2004	2004/12/17-2004/12/18	Sung-Nien Yu
2004	2004/12/17-2004/12/18	Sung-Nien Yu
2004	2004/09/01-2004/05/05 (EI)	Sung-Nien Yu
2004	2004/05/23-2004/05/26 (EI)	Sung-Nien Yu
2003	2003/12/13	Sung-Nien Yu
2003	2003/12/12-2003/12/13	Sung-Nien Yu
2002	2002/12/14-2002/12/15	Sung-Nien Yu
2002	2002/12/14-2002/12/15	Sung-Nien Yu
2002	2002/12/06-2002/12/07	Sung-Nien Yu
2002	2002/12/06-2002/12/07	Sung-Nien Yu
2002	2002/12/04-2000/12/07	Sung-Nien Yu
2001	2001/10/17-2001/10/19	Sung-Nien Yu
2000	2000/12/15-2000/12/16	Sung-Nien Yu
2000	2000/12/15-2000/05/16	Sung-Nien Yu

Selected book overview
Entry Year	Selected book category	Date of publication	Select book title	Author
91	(紙本)	0000/00/00	電磁輻射波之物裡性質	Sung-Nien Yu
90	(紙本)	0000/00/00	電療儀器之原理	Sung-Nien Yu
85	(紙本)	1996/05/00	,1996/05	Sung-Nien Yu
80	(紙本)	1991/06/00	,1991/06	Sung-Nien Yu

Department of Electrical Engineering, National Chung Cheng University

Publications (Last 5 Years)

標準版RSs 2.x套裝

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Title	Date
Selection of Significant Independent Components for ECG Beat Classification	2009
Characterization of the Major Histopathological Components of Thyroid Nodules Using Sonographic Textural Features for Clinical Diagnosis and Management	2009
Noise-tolerant Electrocardiogram Beat Classification Based on Higher Order Statistics of Subband Components	2009
An Efficient Paradigm for Wavelet-based Image Processing Using Cellular Neural Networks	2009
Preprocessor Embedding in Cellular Neural Network	2009