Personal information

ECG, pattern recognition, machine learning, artificial intelligence.
Taiwan

Activities

Employment (1)

National Chung Cheng University: Minhsiung, TW

2010-08-01 to present | Professor (Electrical Engineering)
Employment
Source: Self-asserted source
Sung-Nien Yu

Education and qualifications (1)

Case Western Reserve University: Cleveland, OH, US

1991-08 to 1996-05 | Ph.D. (Biomedical Engineering)
Education
Source: Self-asserted source
Sung-Nien Yu

Works (50 of 61)

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Multiple Instance Bagging and Risk Histogram for Survival Time Analysis Based on Whole Slide Images of Brain Cancer Patients

Information
2024-11-25 | Journal article
Contributors: Yu Ping Chang; Ya-Chun Yang; Sung-Nien Yu
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Crossref
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Improving Computer-Aided Thoracic Disease Diagnosis through Comparative Analysis Using Chest X-ray Images Taken at Different Times

Sensors
2024-02 | Journal article | Author
Contributors: Sung-Nien Yu; Meng-Chin Chiu; Yu Ping Chang; Chi-Yen Liang; Wei Chen
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Multidisciplinary Digital Publishing Institute
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Heart Rate Estimation From Remote Photoplethysmography Based on Light-Weight U-Net and Attention Modules

IEEE Access
2023 | Journal article
Contributors: Sung-Nien Yu; Chien-Shun Wang; Yu Ping Chang
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Prediction of Microsatellite Instability From Gastric Histological Images Based on Residual Attention Networks With Non-Local Modules

IEEE Access
2023 | Journal article
Contributors: Sung-Nien Yu; Shih-Chiang Huang; Wei-Chen Wang; Yu Ping Chang; Kuang-Hua Chen; Tse-Ching Chen
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Improving Distinguishability of Photoplethysmography in Emotion Recognition Using Deep Convolutional Generative Adversarial Networks

IEEE Access
2022 | Journal article
Contributors: Sung-Nien Yu; Shao-Wei Wang; Yu Ping Chang
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Affective Computing Based on Morphological Features of Photoplethysmography for Patients with Hypertension

Sensors
2022-11 | Journal article | Author
Contributors: Sung-Nien Yu; I-Mei Lin; San-Yu Wang; Yi-Cheng Hou; Sheng-Po Yao; Chun-Ying Lee; Chai-Jan Chang; Chih-Sheng Chu; Tsung-Hsien Lin
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Multidisciplinary Digital Publishing Institute
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Emotion Recognition Based on Photoplethysmography Using ResNet and BiLSTM Networks

IEEE International Conference on e-Health and Bioengineering (EHB)
2021 | Conference paper
Contributors: Wang, Shao-Wei; Yu, Sung-Nien
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Fiber optic nanogold-linked immunosorbent assay for rapid detection of procalcitonin at femtomolar concentration level

Biosensors and Bioelectronics
2020 | Journal article
Contributors: Chiang, Chang-Yue; Huang, Tze-Ta; Wang, Chih-Hui; Huang, Chun-Jen; Tsai, Tsung-Heng; Yu, Sung-Nien; Chen, Ying-Ting; Hong, Shih-Wei; Hsu, Chia-Wei; Chang, Ting-Chou et al.
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Bispectrum and Histogram Features for the Identification of Atrial Fibrillation Based on Electrocardiogram

Annual International Conference of the IEEE Engineering in Medicine and Biology
2018 | Conference paper
Contributors: Lin, Yu-Zhe; Yu, Sung Nien
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MOBILE LEARNING SYSTEM WITH CONTEXT-AWARE INTERACTIONS AND POINT-OF-INTEREST UNDERSTANDING

Ieee International Conference on Multimedia and Expo Workshops (ieee Icmew)
2018 | Journal article
Contributors: Chen, Oscal Tzyh-Chiang; Yu, Sung-Nien; Huang, Ching-Chun; Lee, Huang-Chen; Hsueh, Yu-Ling; Sun, Jerry Chih-Yuan
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Myocardial Ischemic Beat and Episode Detection based on Morphology and Correcting Window Method

Annual International Conference of the IEEE Engineering in Medicine and Biology
2016 | Conference paper
Contributors: Yu, Sung-Nien; Tsai, Po-Chuan
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Emotion State Identification Based on Heart Rate Variability and Genetic Algorithm

Annual International Conference of the IEEE Engineering in Medicine and Biology
2015 | Conference paper
Contributors: Yu, Sung-Nien; Chen, Shu-Feng
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Wavelet-Based Multiscale Sample Entropy and Chaotic Features for Congestive Heart Failure Recognition Using Heart Rate Variability

Journal of Medical and Biological Engineering
2015 | Journal article
Contributors: Yu, Sung-Nien; Lee, Ming-Yuan
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Subband Higher-order Statistics and Cross-correlation for Heartbeat Type Recognition Based on Two-lead Electrocardiogram

Annual International Conference of the IEEE Engineering in Medicine and Biology
2014 | Conference paper
Contributors: Yu, Sung-Nien; Liu, Fan-Tsen
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A Portable Real-time ECG Recognition System Based on Smartphone

Annual International Conference of the IEEE Engineering in Medicine and Biology
2013 | Conference paper
Contributors: Yen, Tzu-Hao; Chang, Chung-Yu; Yu, Sung-Nien
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A Tactile Vision Substitution System for the Study of Active Sensing

Annual International Conference of the IEEE Engineering in Medicine and Biology
2013 | Conference paper
Contributors: Hsu, Brian; Hsieh, Cheng-Han; Yu, Sung-Nien; Ahissar, Ehud; Arieli, Amos; Zilbershtain-Kra, Yael
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Detection of Myocardial Ischemia Episode Using Morphological Features

Annual International Conference of the IEEE Engineering in Medicine and Biology
2013 | Conference paper
Contributors: Fan, Cheng-Hsiang; Hsu, Yu; Yu, Sung-Nien; Lin, Jou-Wei
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Bispectral analysis and genetic algorithm for congestive heart failure recognition based on heart rate variability

Computers in Biology and Medicine
2012 | Journal article
Contributors: Yu, Sung-Nien; Lee, Ming-Yuan
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Conditional mutual information-based feature selection for congestive heart failure recognition using heart rate variability

Computer Methods and Programs in Biomedicine
2012 | Journal article
Contributors: Yu, Sung-Nien; Lee, Ming-Yuan
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Multiscale Sample Entropy Based on Discrete Wavelet Transform for Clinical Heart Rate Variability Recognition

Annual International Conference of the IEEE Engineering in Medicine and Biology
2012 | Conference paper
Contributors: Lee, Ming-Yuan; Yu, Sung-Nien
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Selection of effective features for ECG beat recognition based on nonlinear correlations

Artificial Intelligence in Medicine
2012 | Journal article
Contributors: Chen, Ying-Hsiang; Yu, Sung-Nien
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Selection of Heart Rate Variability Features for Congestive Heart Failure Recognition Using Support Vector Machine-Based Criteria

IFMBE Proceedings
2012 | Journal article
Contributors: Lee, Ming-Yuan; Yu, Sung-Nien
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Stability of Lumbar Spine with Double Pars Fractures and after Treatments

IFMBE Proceedings
2012 | Journal article
Contributors: Chen, H. H.; Lin, L. C.; Yu, S. N.; Chao, T. H.; Li, K. C.
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A Configurable Digital Cellular Neural Network with Template Decomposition

Circuits, Systems, and Signal Processing
2011 | Journal article
Contributors: Yu, Sung-Nien; Lin, Chien-Nan; Hsu, Yun-Kai
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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
2011 | Journal article
Contributors: Chien, Chia-Hung; Yu, Sung-Nien; Huang, Yi-You; Chong, Fok-Ching
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Glottal Doppler Radar System and Its Applications to Communication and Speaker Recognition

46TH EUROPEAN MICROWAVE CONFERENCE (EUMC)
2011 | Journal article
Contributors: Chang, Chia-Chan; Lin, Chien-San; Chang, Sheng-Fuh; Lin, Chun-Chi; Jiang, Zhen-Qiang; Yu, Sung-Nien
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Glottal Doppler Radar System and Its Applications to Communication and Speaker Recognition

European Radar Conference
2011 | Conference paper
Contributors: Chang, Chia-Chan; Lin, Chien-San; Chang, Sheng-Fuh; Lin, Chun-Chi; Jiang, Zhen-Qiang; Yu, Sung-Nien
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Transfer-matrix renormalization group method for general Markov random fields

Physica A: Statistical Mechanics and Its Applications
2011 | Journal article
Contributors: Huang, Yu-Kun; Yu, Sung-Nien
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An efficient paradigm for wavelet-based image processing using cellular neural networks

International Journal of Circuit Theory and Applications
2010 | Journal article
Contributors: Yu, Sung-Nien; Lin, Chien-Nan
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Asymptotics of the partition function of a general Markov random field on an infinite rectangular lattice

Physica A: Statistical Mechanics and Its Applications
2010 | Journal article
Contributors: Huang, Yu-Kun; Yu, Sung-Nien
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Classification of Seizures in EEG Using Wavelet-Chaos Methodology and Genetic Algorithm

IFMBE Proceedings
2010 | Journal article
Contributors: Hsu, K. -C.; Yu, S. -N.
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Detection of microcalcifications in digital mammograms using combined model-based and statistical textural features

Expert Systems with Applications
2010 | Journal article
Contributors: Yu, Sung-Nien; Huang, Yu-Kun
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Detection of seizures in EEG using subband nonlinear parameters and genetic algorithm

Computers in Biology and Medicine
2010 | Journal article
Contributors: Hsu, Kai-Cheng; Yu, Sung-Nien
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Improving Discriminality in Heart Rate Variability Analysis Using Simple Artifact and Trend Removal Preprocessors

Annual International Conference of the IEEE Engineering in Medicine and Biology
2010 | Conference paper
Contributors: Lee, Ming-Yuan; Yu, Sung-Nien
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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
2010 | Journal article
Contributors: Chen, Hsiao-Ping; Liao, Hui-Ju; Huang, Chih-Min; Wang, Shau-Chun; Yu, Sung-Nien
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CHARACTERIZATION OF THE MAJOR HISTOPATHOLOGICAL COMPONENTS OF THYROID NODULES USING SONOGRAPHIC TEXTURAL FEATURES FOR CLINICAL DIAGNOSIS AND MANAGEMENT

Ultrasound in Medicine and Biology
2009 | Journal article
Contributors: Chen, Shao-Jer; Yu, Sung-Nien; Tzeng, Jeh-En; Chen, Yen-Ting; Chang, Ku-Yaw; Cheng, Kuo-Sheng; Hsiao, Fu-Tsung; Wei, Chang-Kuo
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ECG Beat Classification Based on Signal Decomposition: a Comparative Study

IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), VOLS 1-6, CONFERENCE PROCEEDINGS
2009 | Journal article
Contributors: Yu, Sung-Nien; Chen, Ying-Hsiang
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Emulation of Salamander Retina with Multi layer Neural Network

IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), VOLS 1-6, CONFERENCE PROCEEDINGS
2009 | Journal article
Contributors: Yu, Sung-Nien; Lin, Chien-Nan; Chan, Chun-Chieh
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Noise-tolerant electrocardiogram beat classification based on higher order statistics of subband components

Artificial Intelligence in Medicine
2009 | Journal article
Contributors: Yu, Sung-Nien; Chen, Ying-Hsiang
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PREPROCESSOR EMBEDDING IN CELLULAR NEURAL NETWORK

Chung-kuo Kung Ch'eng Hsueh K'an/Journal of the Chinese Institute of Engineers
2009 | Journal article
Contributors: Yu, Sung-Nien; Lin, Chien-Nan
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Selection of significant independent components for ECG beat classification

Expert Systems with Applications
2009 | Journal article
Contributors: Yu, Sung-Nien; Chou, Kuan-To
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Categorizing Heartbeats by Independent Component Analysis and Support Vector Machines

International Conference on Intelligent Systems Design and Applications
2008 | Conference paper
Contributors: Chou, Kuan-To; Yu, Sung-Nien
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Integration of independent component analysis and neural networks for ECG beat classification

Expert Systems with Applications
2008 | Journal article
Contributors: Yu, Sung-Nien; Chou, Kuan-To
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Quantitative correlation between sonographic textural feature and histopathological components for breast cancer: preliminary results

Clinical Imaging
2008 | Journal article
Contributors: Chen, Shao-Jer; Cheng, Kuo-Sheng; Chen, Yen-Ting; Dai, Yuan-Chang; Sun, Yung-Nien; Chang, Ku-Yaw; Yu, Sung-Nien
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Tailoring noise frequency spectrum between two consecutive second derivative filtering procedures to improve liquid chromatography-mass spectrometry determinations

Analytical Chemistry
2008 | Journal article
Contributors: Wang, Shau-Chun; Lin, Chiao-Juan; Chiang, Shu-Min; Yu, Sung-Nien
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A switchable scheme for ECG beat classification based on independent component analysis

Expert Systems with Applications
2007 | Journal article
Contributors: Yu, Sung-Nien; Chou, Kuan-To
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Classifying ECG Beats Using ICA Features and Probabilistic Neural Network

IFMBE Proceedings
2007 | Journal article
Contributors: Chou, Kuan-To; Yu, Sung-Nien
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Electrocardiogram beat classification based on wavelet transformation and probabilistic neural network

Pattern Recognition Letters
2007 | Journal article
Contributors: Yu, Sung-Nien; Chen, Ying-Hsiang
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Recognition Of Microcalcifications in Digital Mammograms Using High Order Markov Random Field Model

IFMBE Proceedings
2007 | Journal article
Contributors: Huang, Yu-Kun; Yu, Sung-Nien
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Subband features based on higher order statistics for ECG beat classification

SECOND JOINT EMBS-BMES CONFERENCE, VOLS 1-3, CONFERENCE PROCEEDINGS
2007 | Journal article
Contributors: Chen, Ying-Hsiang; Yu, Sung-Nien
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Peer review (3 reviews for 1 publication/grant)

Review activity for International journal of pattern recognition and artificial intelligence. (3)