郭至恩
Dept. of Applied Mathematics, National Chung Hsing ｜ 助理教授
論文著作
Papers
Yuan-Kai Tu, Chin-En Kuo, Fang, Shih-Lun Fang, Han-Wei Chen, Ming-Kun Chi, Min-Hwi Yao, and Bo-Jein Kuo*, ′A 1D-SP-Net to Determine Early Drought Stress Status of Tomato (Solanum lycopersicum) with Imbalanced Vis/NIR Spectroscopy Data,′ Agriculture 2022, 12, 259. https://doi.org/10.3390/agriculture12020259. (SCI)
Tsung-Hao Hsieh, Meng-Hsuan Liu, Chin-En Kuo, Yung-Hung Wang, Sheng-Fu Liang*, ′Home-Use and Real-Time Sleep-Staging Based on Eye Masks and Mobile Devices with a Deep Learning Model,′ Journal of Medical and Biological Engineering, https://doi.org/10.1007/s40846-021-00649-5, 2021-09. (SCI)
Chih-En Kuo*, Guan-Ting Chen, and Po-Yu Liao, ′An EEG Spectrogram-based Automatic Sleep Stage Scoring Method via Data Augmentation, Ensemble Convolution Neural Network, and Expert Knowledge,′ Biomedical Signal Processing and Control, Article reference BSPC_102981, 2021-07. (SCI)
Shyan-Lung Lin*, Shoou-Jeng Yeh, Ching-Kun Chen, Yu-Liang Hsu, Chih-En Kuo, Wei-Yu Chen and Cheng-Pu Hsieh, ′Comparisons of the Nonlinear Relationship of Cerebral Blood Flow Response and Cerebral Vasomotor Reactivity to Carbon Dioxide under Hyperventilation between Postural Orthostatic Tachycardia Syndrome Patients and Healthy Subjects,′ Journal of Clinical Medicine, doi:10.3390/jcm9124088, 2020-12. (SCI)
Chih-En Kuo* and Guan-Ting Chen, ′Automatic Sleep Staging Based on a Hybrid Stacked LSTM Neural Network: Verification using Large-Scale Datasets,′ IEEE Access, 8: 111837-111849. DOI: 10.1109/ACCESS.2020.3002548, 2020-06. (citation: 7, SCI)
Sheng-Fu Liang, Yu-Hsuan Shih, Yu-Han Hu, and Chin-En Kuo*, ′A Method for Napping Time Recommendation using Electrical Brain Activity,′ IEEE s on Cognitive and Developmental s, DOI: 10.1109/TCDS.2020.2991176, 2020-04. (citation: 2, SCI)
Chih-En Kuo* and Guan-Ting Chen, ′A Short-Time Insomnia Detection Based on Sleep EOG with RCMSE Analysis,′ IEEE Access, 8: 69763-69773. DOI: 10.1109/ACCESS.2020.2986397, 2020-04. (citation: 6, SCI)
Ting-Ying Wei, Chung-Ping Young, Yu-Ting Liu, Jia-Hao Xu, Sheng-Fu Liang, Fu-Zen Shaw, Chih-En Kuo*, ′Development of a rule-based automatic five-sleep-stage scoring method for rats,′ BioMedical Engineering OnLine, DOI: 10.1186/s12938-019-0712-8, 2019-08. (citation: 3, SCI)
Sheng-Fu Liang, Yu-Hsuan Shih, Peng-Yu Chen, Chih-En Kuo*, ′Development of a Human-Computer Collaborative Sleep Scoring for Polysomnography Recordings,′ PLOS ONE, 10.1371/journal.pone.0218948, 2019-06. (citation: 10, SCI)
Chih-En Kuo, Yi-Che Liu, Da-Wei Chang, Chung-Ping Young, Fu-Zen Shaw, and Sheng-Fu Liang, “Development and uation of a Wearable Device for Sleep Quality Assessment,” IEEE Trans. on Biomedical Engineering, vol 64(7), pp. 2108-2118, 2017. (citation: 37, SCI, IF=4.288)
Sheng-Fu Liang, Chih-En Kuo, Fu-Zen Shaw, Ying-Huang Chen, Chia-Hu Hsu,and Jyun-Yu Chen, “Combination of Expert Knowledge and a Genetic Fuzzy Inference for Automatic Sleep Staging,” IEEE Trans. on Biomedical Engineering, vol 63(10), pp. 2108-2118, 2016. (citation: 22, SCI, IF=4.288)
Chih-En Kuo, Yue-Li Wang, Jia-Jie Liu, and Ming-Tat Ko, “Resequencing a of Strings Based on a Target String,” Algorithmica, vol. 72(2), pp. 430-449, 2015. (citation: 5, SCI, IF=0.667)
Sheng-Fu Liang, Chin-En Kuo, Yi-Chieh Lee, Wen-Chieh Lin, Yen-Chen Liu, Peng-Yu Chen, Fu-Yin Cherng, and Fu-Zen Shaw, “Development of an EOG-based Automatic Sleep Monitoring Eye Mask,” IEEE Trans. on Instrumentation & Measurement, vol. 64, pp. 2977-2985, 2015. (citation: 58, SCI, IF=2.794)
Kun-Chan Lan, Da-Wei Chang, Chih-En Kuo, Ming-Zhi Wei, Yu-Hung Li, Fu-Zen Shaw, and Sheng-Fu Liang, “Using Off-the-Shelf Lossy Compression for Wireless Home Sleep Staging,” Journal of Neuroscience Methods, vol. 246, pp. 142-152, 2015. (citation: 14, SCI, IF=2.668)
Chin-En Kuo, Sheng-Fu Liang, Shao-Sheng Lu, Tang-Ching Kuan, and Chih-Sheng Lin, “Estimation and Prediction of Drug Therapy on the Termination of Atrial Fibrillation by Autoregressive Model with Exogenous Inputs,” IEEE Journal of Biomedical and Health Informatics, vol. 17 (1), pp. 153-161, 2013. (citation: 1, SCI, IF=3.850)
Shing-Tai Pan, Chih-En Kuo, Jian-Hong Zeng and Sheng-Fu Liang, “A Transition-constrained Discrete Hidden Markov Model for Automatic Sleep Staging,” BioMedical Engineering OnLine, 11:52, 2012. (citation: 84, SCI, IF=1.676)
Sheng-Fu Liang, Chin-En Kuo, Yu-Han Hu, Yu-Hsiang Pan, and Yung-Hung Wang, “Automatic Stage Scoring of Single-Channel Sleep EEG by Using Multiscale Entropy and Autoregressive Models,” IEEE Trans. on Instrumentation & Measurement, vol. 61, no. 6, pp. 1649-1657, 2012. (citation: 272, SCI, IF=2.794)
Sheng-Fu Liang, Chin-En Kuo, Yu-Han Hu, and Yu-Shian Cheng, “A Rule-based Automatic Sleep Staging Method,” Journal of Neuroscience Methods, vol. 205, no.1, pp. 169-176, 2012. (citation: 137, SCI, IF=2.668)
Tsung-Hao Hsieh, Meng-Hsuan Liu, Chin-En Kuo, Yung-Hung Wang, Sheng-Fu Liang*, ′Home-Use and Real-Time Sleep-Staging Based on Eye Masks and Mobile Devices with a Deep Learning Model,′ Journal of Medical and Biological Engineering, https://doi.org/10.1007/s40846-021-00649-5, 2021-09. (SCI)
Chih-En Kuo*, Guan-Ting Chen, and Po-Yu Liao, ′An EEG Spectrogram-based Automatic Sleep Stage Scoring Method via Data Augmentation, Ensemble Convolution Neural Network, and Expert Knowledge,′ Biomedical Signal Processing and Control, Article reference BSPC_102981, 2021-07. (SCI)
Shyan-Lung Lin*, Shoou-Jeng Yeh, Ching-Kun Chen, Yu-Liang Hsu, Chih-En Kuo, Wei-Yu Chen and Cheng-Pu Hsieh, ′Comparisons of the Nonlinear Relationship of Cerebral Blood Flow Response and Cerebral Vasomotor Reactivity to Carbon Dioxide under Hyperventilation between Postural Orthostatic Tachycardia Syndrome Patients and Healthy Subjects,′ Journal of Clinical Medicine, doi:10.3390/jcm9124088, 2020-12. (SCI)
Chih-En Kuo* and Guan-Ting Chen, ′Automatic Sleep Staging Based on a Hybrid Stacked LSTM Neural Network: Verification using Large-Scale Datasets,′ IEEE Access, 8: 111837-111849. DOI: 10.1109/ACCESS.2020.3002548, 2020-06. (citation: 7, SCI)
Sheng-Fu Liang, Yu-Hsuan Shih, Yu-Han Hu, and Chin-En Kuo*, ′A Method for Napping Time Recommendation using Electrical Brain Activity,′ IEEE s on Cognitive and Developmental s, DOI: 10.1109/TCDS.2020.2991176, 2020-04. (citation: 2, SCI)
Chih-En Kuo* and Guan-Ting Chen, ′A Short-Time Insomnia Detection Based on Sleep EOG with RCMSE Analysis,′ IEEE Access, 8: 69763-69773. DOI: 10.1109/ACCESS.2020.2986397, 2020-04. (citation: 6, SCI)
Ting-Ying Wei, Chung-Ping Young, Yu-Ting Liu, Jia-Hao Xu, Sheng-Fu Liang, Fu-Zen Shaw, Chih-En Kuo*, ′Development of a rule-based automatic five-sleep-stage scoring method for rats,′ BioMedical Engineering OnLine, DOI: 10.1186/s12938-019-0712-8, 2019-08. (citation: 3, SCI)
Sheng-Fu Liang, Yu-Hsuan Shih, Peng-Yu Chen, Chih-En Kuo*, ′Development of a Human-Computer Collaborative Sleep Scoring for Polysomnography Recordings,′ PLOS ONE, 10.1371/journal.pone.0218948, 2019-06. (citation: 10, SCI)
Chih-En Kuo, Yi-Che Liu, Da-Wei Chang, Chung-Ping Young, Fu-Zen Shaw, and Sheng-Fu Liang, “Development and uation of a Wearable Device for Sleep Quality Assessment,” IEEE Trans. on Biomedical Engineering, vol 64(7), pp. 2108-2118, 2017. (citation: 37, SCI, IF=4.288)
Sheng-Fu Liang, Chih-En Kuo, Fu-Zen Shaw, Ying-Huang Chen, Chia-Hu Hsu,and Jyun-Yu Chen, “Combination of Expert Knowledge and a Genetic Fuzzy Inference for Automatic Sleep Staging,” IEEE Trans. on Biomedical Engineering, vol 63(10), pp. 2108-2118, 2016. (citation: 22, SCI, IF=4.288)
Chih-En Kuo, Yue-Li Wang, Jia-Jie Liu, and Ming-Tat Ko, “Resequencing a of Strings Based on a Target String,” Algorithmica, vol. 72(2), pp. 430-449, 2015. (citation: 5, SCI, IF=0.667)
Sheng-Fu Liang, Chin-En Kuo, Yi-Chieh Lee, Wen-Chieh Lin, Yen-Chen Liu, Peng-Yu Chen, Fu-Yin Cherng, and Fu-Zen Shaw, “Development of an EOG-based Automatic Sleep Monitoring Eye Mask,” IEEE Trans. on Instrumentation & Measurement, vol. 64, pp. 2977-2985, 2015. (citation: 58, SCI, IF=2.794)
Kun-Chan Lan, Da-Wei Chang, Chih-En Kuo, Ming-Zhi Wei, Yu-Hung Li, Fu-Zen Shaw, and Sheng-Fu Liang, “Using Off-the-Shelf Lossy Compression for Wireless Home Sleep Staging,” Journal of Neuroscience Methods, vol. 246, pp. 142-152, 2015. (citation: 14, SCI, IF=2.668)
Chin-En Kuo, Sheng-Fu Liang, Shao-Sheng Lu, Tang-Ching Kuan, and Chih-Sheng Lin, “Estimation and Prediction of Drug Therapy on the Termination of Atrial Fibrillation by Autoregressive Model with Exogenous Inputs,” IEEE Journal of Biomedical and Health Informatics, vol. 17 (1), pp. 153-161, 2013. (citation: 1, SCI, IF=3.850)
Shing-Tai Pan, Chih-En Kuo, Jian-Hong Zeng and Sheng-Fu Liang, “A Transition-constrained Discrete Hidden Markov Model for Automatic Sleep Staging,” BioMedical Engineering OnLine, 11:52, 2012. (citation: 84, SCI, IF=1.676)
Sheng-Fu Liang, Chin-En Kuo, Yu-Han Hu, Yu-Hsiang Pan, and Yung-Hung Wang, “Automatic Stage Scoring of Single-Channel Sleep EEG by Using Multiscale Entropy and Autoregressive Models,” IEEE Trans. on Instrumentation & Measurement, vol. 61, no. 6, pp. 1649-1657, 2012. (citation: 272, SCI, IF=2.794)
Sheng-Fu Liang, Chin-En Kuo, Yu-Han Hu, and Yu-Shian Cheng, “A Rule-based Automatic Sleep Staging Method,” Journal of Neuroscience Methods, vol. 205, no.1, pp. 169-176, 2012. (citation: 137, SCI, IF=2.668)