盧鴻興
職稱 教授
姓名 盧鴻興
聯絡電話 886-3-573-1870
聯絡地址 新竹市大學路1001號 國立陽明交通大學統計學研究所,綜合一館 418室
電子郵件 henryhslu@nycu.edu.tw
網站 http://misg.stat.nctu.edu.tw/
授課領域 科學計算 影像科學 生物資訊
研究專長 科學計算 影像科學 生物資訊
年度 論文名稱
2021 Chen, J.-J., Su, T.-Y., Chen, W.-S., Chang, Y.-H., Lu, H. H.-S., Convolutional Neural Network in the Evaluation of Myocardial Ischemia from CZT SPECT Myocardial Perfusion Imaging: Comparison to Automated Quantification, Applied Sciences, 11(2), 514., (SCI)
2021 Tai, Y.-L., Huang, S.-J., Chen, C.-C., Lu, H. H.-S., Computational Complexity Reduction of Neural Networks of Brain Tumor Image Segmentation by Introducing Fermi–Dirac Correction Functions, Entropy, 23(2), 223.
2021 Chou, Y.-B., Hsu, C.-H., Chen, W.-S., Chen, S.-J., Hwang, D.-K., Huang, Y.-M., Li, A.-F., Lu, H. H.-S., Deep Learning and Ensemble Stacking Technique for Differentiating Polypoidal Choroidal Vasculopathy from Neovascular Age-Related Macular Degeneration, Scientific Reports, 11, Article number: 7130.
2021 Li, Y.-C., Chen, H.-H., Lu, H. H.-S., Wu, H.H.-T., Chang, M.-C., Chou, P.-H., Can a Deep-learning Model for the Automated Detection of Vertebral Fractures Approach the Performance Level of Human Subspecialists?, Clinical Orthopaedics and Related Research, Issue - 10.1097/CORR.0000000000001685.
2021 Huang, T.-Y., Zhan, S.-Q., Chen, P.-J., Yang, C.-W.,  Lu, H. H.-S., Accurate diagnosis of endoscopic mucosal healing in ulcerative colitis using deep learning and machine learning, Journal of the Chinese Medical Association, 84, 7, 678-681.
2021 Li, C.-C., Wu, M.-Y., Sun, Y.-C., Chen, H.-H., Wu, H.-M., Fang, S.-T., Chung, W.-Y., Guo, W.-Y., Lu, H. H.-S., Ensemble classifcation and segmentation for intracranial metastatic tumors on MRI images based on 2D U-nets, Scientific Reports, 11, Article number: 20634.
2020 Su, F.-Y., Wang, S.-H., Lu, H. H.-S., Lin, G.-M., Association of Tobacco Smoking with Physical Fitness of Military Males in Taiwan: The CHIEF Study, Canadian Respiratory Journal, Article ID 5968189.(SCI)
2020 Chen, H.-H., Liu, C.-M., Chang, S.-L., Chang, P. Y.-C., Chen, W.-S., Pan, Y.-M., Fang, S.-T., Zhan, S.-Q., Chuang, C.-M., Lin, Y.-J., Shiu, Y.-C., Chen, S.-A., Lu, H. H.-S., Automated extraction of left atrial volumes from two-dimensional computer tomography images using a deep learning technique, International Journal of Cardiology, 316, 272-278, (SCI)
2020 Lin, G.-M., Lu, H. H.-S., A 12-Lead ECG-Based System With Physiological Parameters and Machine Learning to Identify Right Ventricular Hypertrophy in Young Adults, IEEE Journal of Translational Engineering in Health and Medicine, Article Number: 1900510.
2020 Chen, K.-C., Yu, H.-R., Chen, W.-S., Lin, W.-C., Lee, Y.-C., Chen, H.-H., Jiang, J.-H., Su, T.-Y., Tsai, C.-K., Tsai, T.-A., Tsai, C.-M., Lu, H. H.-S., Diagnosis of common pulmonary diseases in children by X-ray images and deep learning, Scientific Reports, 10, Article number: 17374.
2020 Liu, C.-M., Chang, S.-L., Chen, H.-H., Chen, W.-S., Lin, Y.-J., Lo, L.-W., Hu, Y.-F., Chung, F.-P., Chao, T.-F., Tuan, T.-C., Liao, J.-N., Lin, C.-Y., Chang, T.-Y., Wu, C.-I., Kuo, L., Wu, M.-H., Chen, C.-K., Chang, Y.-Y., Shiu, Y.-C., Lu, H. H.-S., Chen, S.-A., The Clinical Application of the Deep Learning Technique for Predicting Trigger Origins in Patients With Paroxysmal Atrial Fibrillation With Catheter Ablation, Circulation: Arrhythmia and Electrophysiology, Vol 13, No: 11.
2020 Wu, C.-H., Lu, H. H.-S., Hang, H.-M., Budgeted Passive-Aggressive Learning for Online Multiclass Classification, IEEE access, 8, 227420-227437., (SCI)
2019 Simak, M., Lu, H. H.-S., Yang, J.-M., Boolean function network analysis of time course liver transcriptome data to reveal novel circadian transcriptional regulators in mammals, Journal of the Chinese Medical Association 82, 11, 872–880.(SCI)
2018 Chen, S.-H., Kuo, W.-Y., Su, S.-Y., Chung, W.-C., Ho, J.-M., Lu, H. H.-S. , Lin, C.-Y., gene profiling deconvolution approach to estimating immune cell composition from complex tissues, BMC Bioinformatics, 19(Suppl 4):154 (SCI)
2018 Deng, L.-Y. , Shiau, J.-J. H., Lu, H. H.-S., and Bowman, D., Secure and Fast Encryption (SAFE) with Classical Random 1 Number Generators, ACM Transactions on Mathematical Software, to appear, 2018. (SCI)
2018 Ko, M. L., Wei, K. L., Ho, Y.-J., Peng, P. H., Lu, H. H.-S., Knowledge of Medications Among Patients with Glaucoma in Taiwan, Journal of the Formosan Medical Association, to appear, (SCI)
2018 Fang, S. T., Cheng, D. E., Huang, Y. T., Hsu, T. Y., Lu, H. H.-S., A Pilot Study of the Influence of Probiotics on Hair Toxic Element Levels After Long-Term Supplement with Different Lactic Acid Bacteria Strains, Journal of Probiotics and Health, to appear
2018 Huang, W.-Q., Lin, W.-W., Lu, H. H.-S., Yau, S. T., iSIRA: Integrated Shift-Invert Residual Arnoldi Method for Graph Laplacian Matrices from Big Data, Journal of Computational and Applied Mathematics, to appear, 2018. (SCI)
2018 Lin, C.-M., Liu, C.-K., Chang, Y.-J., Chen, W.-L., Lu, H. H.-S., Reversed ophthalmic artery flow following ischemic stroke: A possible predictor of outcomes following carotid artery stenting., Neurological Research, to appear.
2017 Lin, C.-M., Su, J.-C., Chang, Y.-J., Liu, C.-K., Lu, H. H.-S., Jong, Y.-J., Is carotid sonography a useful tool for predicting functional capabilities in ischemic stroke patients following carotid artery stenting?, Medicine, 2017, 96, 12, e6363. (SCI)
2017 Hung, H., Lu, H. H.-S., A review on the generalization of sufficient dimension reduction methods with the additional information, Wiley Interdisciplinary Reviews: Computational Statistics, 9:e1401.
2017 Chen, C.-H., Kuo, H.-Y., Hsu, P.-J., Chang, C.-M., Chen, J.-Y., Lu, H. H.-S., Chen, H. Y., Liou, M.-L., Clonal spread of carbapenem-resistant Acinetobacter baumannii across a community hospital and its affiliated long-term care facilities: A cross sectional study, Journal of Microbiology, Immunology and Infection, accepted. (SCI)
2017 Simak, M., Yeang, C.-H, Lu, H. H.-S., Exploring Candidate Biological Functions by Boolean Function Networks for Saccharomyces cerevisiae, PLoS ONE 12(10): e0185475. (SCI)
2017 Chen, P. J., Lin, M. C., Lai, M. J., Lin, J. C., Lu, H. H. S., Tseng, V. S., Accurate Classification of Diminutive Colorectal Polyps Using Computer-aided Analysis, Gastroenterology(SCI)
2017 Chen, C.-C., Juan, H.-H., Tsai, M.-Y., Lu, H. H.-S., Unsupervised Learning and Pattern Recognition of Biological Data Structures with Density Functional Theory and Machine Learning, 2017, Scientific Reports, accepted. (SCI)
2016 Hung, H., Liu, C.-Y., Lu, H. H.-S., Sufficient dimension reduction with additional information., Biostatistics, 17, 3, 405-421.
2016 Lin, C.-M., Chang, Y.-J., Liu, C.-K., Yu, C.-S., Lu, H. H.-S., Role of Extracranial Carotid Duplex and Computed Tomography Perfusion Scanning in Evaluating Perfusion Status of Pericarotid Stenting, BioMed Research International, vol. 2016, Article ID 7051856, 7 pages, 2016. doi:10.1155/2016/7051856. (SCI)
2016 Yu, C.-S., Lin, C.-M., Liu, C.-K., Lu, H. H.-S., Impact of baseline characteristics on outcomes of carotid artery stenting in acute ischemic stroke patients, Therapeutics and Clinical Risk Management, 2016:12 495–504. (SCI)
2016 Lin, C.-M., Chang, Y.-J., Liu, C.-K., Yu, C.-S., Lu, H. H.-S., First-ever ischemic stroke in elderly patients: predictors of functional outcome following carotid artery stenting, Clinical Interventions in Aging, 2016, 11:985-995. (SCI)
2016 Chen, S., Deng, L.-Y., Bowman, D., Shiau, J.-J. H., Wong, T.-Y., Madahian, B., Lu, H. H.-S., Phylogenetic tree construction using trinucleotide usage profile (TUP), BMC Bioinformatics, 2016, 17(Suppl 13):381. (SCI)
2016 Chen, C.-H., Tu, C.-C, Kuo, H.-Y., Zeng, R.-F., Yu, C.-S., Lu, H. H.-S., Liou, M.-L., Dynamic change of surface microbiota with different environmental cleaning methods between two wards in a hospital, Applied Microbiology and Biotechnology. doi:10.1007/s00253-016-7846-4 (SCI)
2016 Yang, S.-H.,Chen, Y.-Y., Lin, S.-H., Liao, L.-D., Lu, H. H.-S., Wang, C.-F., Chen, P.-C., Lo, Y.-C., Phan, T. D., Chao, H.-Y., Lin, H.-C., Lai, H.-Y., Huang, W.-C., A sliced inverse regression (SIR) decoding the forelimb movement from neuronal spikes in the rat motor cortex, Frontiers in Neuroscience (SCI)
2014 Chen, T.-B, Lu, H. H.-S., Kim, H.-K., Son, Y.-D., and Cho, Z. H., Accurate 3D reconstruction by a new PDS-OSEM algorithm for HRRT, Radiation Physics and Chemistry, 2014, 96, 107–114. (SCI)
2014 Helou, E. S., Censor, Y., Chen. T. B., Chen, I-L., De Pierro, A., String-Averaging Expectation-Maximization for Maximum Likelihood Estimation in Emission Tomography, Inverse Problems, 2014, 30 055003. (SCI)
2012 Deng, L.-Y. , Shiau, J.-J. H., and Lu, H. H.-S., Efficient computer search of large-order multiple recursive, Journal of Computational and Applied Mathematics, 236, 3228–3237, (SCI)
2012 Chiang, S, Swamy, K. B., Hsu, T. W., Tsai, Z. T., Lu, H. H.-S., Wang, D., Tsai, H. K., Analysis of the association between transcription factor binding site variants and distinct accompanying regulatory motifs in yeast, Gene. 2012 Jan 10;491(2):237-45. Epub 2011 Sep 16. (SCI)
2012 Chueh, T.-H., and Lu, H. H.-S., Inference of Biological Pathway from Gene Expression Profiles by Time Delay Boolean Networks, PLOS ONE 7(8): e42095, 2012. (SCI)
2012 Suen, S., Lu, H. H.-S., and Yeang, C. H., Evolution of domain architectures and catalytic functions of enzymes in metabolic systems, Genome Biology and Evolution, 2012. (SCI) [Epub ahead of print]
2012 Chen, T.-B, Chen, J.-C., and Lu, H. H.-S., Segmentation of 3D microPET Images of the Rat Brain via the Hybrid Gaussian Mixture Method with Kernel Density Estimation, Journal of X-ray Science and Technology, 2012, 20, 339-349. (SCI)
2012 Chueh, T. H., Chen, T.-B., Lu, H. H.-S., Ju, S.-S., Tao, T.-H., and Shaw, J. H., Statistical Prediction of Emotional States by Physiological Signals with MANOVA and Machine Learning, International Journal of Pattern Recognition and Artificial Intelligence, 2012, 26, 1250008. (SCI)
2011 Deng, L.-Y. , Shiau, J.-J. H., and Lu, H. H.-S., Large-order multiple recursive generators with modulus $2^{31}-1$, INFORMS Journal on Computing, Published online before print, October 17, 2011. Published in Vol. 24, No. 4, Fall 2012, pp. 636–647. (SCI)
2011 Wang, H., Lu, H. H.-S., Chueh, T.-H., Constructing Biological Pathways by a Two-Step Counting Approach., PLOS ONE 6(6): e20074.(SCI)
2010 Emerson, J. J., Hsieh, L.-C., Sung, H.-M., Wang, T.-Y., Huang, C.-J., Lu, H. H.-S., Lu, M.-Y. J., Wu, S.-H., and Li, W. H., Natural selection on cis and trans regulation in yeasts, Genome Research, 20, 826-836. (SCI)
2010 Deng, L.-Y. , Lu, H. H.-S., and Chen, T.-B., 64-Bit and 128-bit DX random number generators, Computing, 89, 1, 27-43.(SCI)
2010 Cheng, J. H., Wang, Y., Chen, P. Y., Chen, T.-B., Chen, C.-J., Li, G.-C., and Lu, H. H.-S., Mine Barcode of Life: Information Visualization and Fusion for the Environment and Society, International Journal of Systems and Synthetic Biology, 1(1), 63-70.
2010 Lu, H. H.-S., and Wu, H. M., Visualization, Screening, and Classification of Cell Cycle-Regulated Genes in Yeast, International Journal of Systems and Synthetic Biology, 1(2), 185-198.
2009 Scharfe, C., Lu, H. H.-S., Neuenburg, J. K., Allen, E. A., Li, G.-C., Klopstock, T., Cowan, T. M., Enns, G. M., and Davis, R. W., Mapping Gene Associations in Human Mitochondria using Clinical Disease Phenotypes, PLoS Computational Biology 5(4): e1000374. (SCI)
2009 Tu, K. K.-W., Lee, J. C.-s., and Lu, H. H.-S., A Novel Statistical Method for Automatically Partitioning Tools According to Engineers' Tolerance Control in Process Improvement, IEEE Transactions on Semiconductor Manufacturing. 22, 3, 373 - 380 (SCI)
2008 Chen, T.-B, Chen, J.-C., Lu, H. H.-S., and Liu, R.-S., MicroPET Reconstruction with Random Coincidence Correction via a Joint Poisson Model, Medical Engineering & Physics, 30, 6, 680-686 (SCI)
2008 Tzeng, J., Lu, H. H.-S., and Li, W.-H., Multidimensional Scaling for Large Genomic Data Sets, BMC Bioinformatics, 9:179 (SCI)
2008 Chen, T.-B., Lu, H. H.-S., Lee, Y.-S., and Lan, H.-J., Segmentation of cDNA Microarray Images by Kernel Density Estimation, Journal of Biomedical Informatics, 41, 1021–1027 (SCI)
2008 Lu, H. H.-S., Chen, C.-M., Huang, Y.-M., and Wu, J.-S., Computer-Aided Diagnosis of Liver Cirrhosis by Simultaneous Comparisons of the Ultrasound Images of Liver and Spleen, Journal of Data Science, 6, 429-448
2007 Wu, H.-M., and Lu, H. H.-S., Iterative Sliced Inverse Regression for Segmentation of Ultrasound and MR Images, Pattern Recognition, 40, 12, 3492-3502 (SCI)
2006 Ho, J., Hwang, W.-L., Lu, H. H.-S., and Lee, D. T., Gridding Spot Centers of Smoothly Distorted Microarray Images, IEEE Transactions on Image Processing , 15, 2, 342-354. (SCI)
2006 Tsai, H.-K., Huang, G. T.-W., Chou, M.-Y., Lu, H. H.-S., and Li, W.-H., Method for identifying transcription factor binding sites in yeast, Bioinformatics, 22, 14, 1675–1681. (SCI)
2005 Zhang, L., Lu, H. H.-S., Chung, W.-Y., Yang, J., and Li, W.-H., Patterns of Segmental Duplications in the Human Genome, Molecular Biology and Evolution, 22, 1, 135-141. (SCI)
2005 Li, L., and Lu, H. H.-S., Explore Biological Pathways from Noisy Array Data by Directed Acyclic Boolean Networks, Journal of Computational Biology, 12, 2, 170-185. (SCI)
2005 Tsai, H.-K., Lu, H. H.-S., and Li, W.-H., Statistical methods for identifying yeast cell cycle transcription factors, PNAS (Proceedings of the National Academy of Sciences of the United States of America), 102, 38, 13532-13537. (SCI)
2004 Wu, H.-M., and Lu, H. H.-S., Supervised Motion Segmentation by Spatial-Frequential Analysis and Dynamic Sliced Inverse Regression, Statistica Sinica, 14, 413-430. (SCI)
2004 Chen, L., Lu, H. H.-S., and Chang, H.-C., Utilization rates of preventive health services provided for children by the National Health Insurance Program, 1996-2001, Taiwan Journal of Public Health, 23, 1, 37-44
2003 Chen, C.-M., Lu, H. H.-S., and Chen, Y.-L., A Discrete Region Competition Approach Incorporating Weak Edge Enhancement for Ultrasound Image Segmentation, Pattern Recognition Letters, 24, 693-704. (SCI)
2003 Lu, H. H.-S., Huang, S.-Y., and Lin, F.-J., Generalized Cross-Validation for Wavelet Shrinkage in Nonparametric Mixed-Effects Models, Journal of Computational and Graphical Statistics, 12, 3, 714-730. (SCI)
2003 Qin, H., Lu, H. H.-S., Wu, W. B., and Li, W.-H., Evolution of the yeast protein interaction network, PNAS (Proceedings of the National Academy of Sciences of the United States of America), 100, 22, 12820-12824. (SCI)
2002 Gu, Z., Nicolae, D., Lu, H. H.-S., and Li, W.-H., Rapid divergence in expression between duplicate genes inferred from microarray data, Trends in Genetics, 18, 12, 609-613. (SCI)
2002 Chen, C.-M., Lu, H. H.-S., and Huang, Y.-S., Cell-Based Dual Snake Model: A New Approach to Extracting Highly Winding Boundaries in The Ultrasound Images, Ultrasound in Medicine and Biology, 28, 8, 1061-1073. (SCI)
2002 Chen, C.-M., Lu, H. H.-S., and Su, B.-S., Cell-Based Region Competition for Ultrasound Image Segmentation, Journal of Medical and Biological Engineering, 22, 2, 59-66
2001 Chen, C.-M., and Lu, H. H.-S., An Adaptive Snake Model for Ultrasound Image Segmentation: Modified Trimmed Mean Filter, Ramp Integration and Adaptive Weighting Parameters., Ultrasonic Imaging, 22, 214-236.
2001 Huang, S.-Y., and Lu, H. H.-S., Extended Gauss-Markov Theorem for Nonparametric Mixed-Effects Models., Journal of Multivariate Analysis, 76, 2, 249-266.
2001 Chen, C.-M., Lu, H. H.-S., and Han, K.-C., A Textural Approach Based on Gabor Functions for Texture Edge Detection in Ultrasound Images, Ultrasound in Medicine and Biology, 27, 4, 513-534. (SCI)
2001 Huang, H.-C., Chen, C.-M., Wang, S.-D., and Lu, H. H.-S., Adaptive Symmetric Mean Filter: A New Noise Reduction Approach Based on the Slope Facet Model, Applied Optics, 40, 29, 5192-5205. (SCI)
2001 Tu, K. Y., Chen, T. B., Lu, H. H. S., Liu, R. S., Chen, K. L., Chen, C. M., and Chen, J. C., Empirical Studies of Cross-Reference Maximum Likelihood Estimate Reconstruction for Positron Emission Tomography, Biomedical Engineering-Applications, Basis and Communications, 13, 1, 1-7. (EI)
2001 Chen, C.-M., Lu, H. H. S., and Hsu, Y.-P., Cross-Reference Maximum Likelihood Estimate Reconstruction for Positron Emission Tomography, Biomedical Engineering-Applications, Basis and Communications, 13, 4, 190-198. (EI)
2001 Chen, C.-M., Lu, H. H.-S., and Hsiao, A.-T., A Dual Snake Model of High Penetrability for Ultrasound Image Boundary Extraction, Ultrasound in Medicine and Biology, 27, 12, 1651-1665. (SCI)
2000 Chen, C.-M., Lu, H. H.-S., and Lin, Y.-C., An Early Vision Based Snake Model for Ultrasound Image Segmentation, Ultrasound in Medicine and Biology, 26, 2, 273-285. (SCI)
2000 Huang, S.-Y., and Lu, H. H.-S., Bayesian Wavelet Shrinkage for Nonparametric Mixed-Effects Models, Statistica Sinica, 10, 4, 1021-1040. (SCI)
1999 Tu, K.-Y., Chen, T.-B., Lu, H. H.-S., Liu, R.-S., Chou, K.-L., and Chen, J.-C., Iterative Image Reconstruction with Random Correction for PET Studies, Annals of Nuclear Medicine and Sciences, 12, 4, 195-200
1998 Lu, H. H.-S., Chen, C.-M., and Yang, I.-H., Cross-Reference Weighted Least Square Estimates for Positron Emission Tomography, IEEE Transactions on Medical Imaging , 17, 1, 1-8. (SCI)
1998 Lu, H. H.-S., On the Random Number Generator in the Bootstrap, Journal of the Chinese Statistical Association , 36, 2, 127-144
1998 Chen, C.-M., Lu, H.-S., and Lin, Y.-C., Evolutionary Snake Model for Ultrasound Image Segmentation: A Preliminary Study, Biomedical Engineering-Applications, Basis and Communications, 10, 2, 110-118. (EI)
1997 Lu, H. H.-S., and Hsieh, F., Transformation Models for Interval Scale Grouped Data with Applications, Statistica Sinica , 7, 4, 841-854. (SCI)
1994 Lu, H. H.-S., Wells, M. T., and Tiwari, R. C., Inference for Functions in the Two-Sample Problem with Right Censored Data: With Applications, Journal of the American Statistical Association , 89, 427, 1017-1026. (SCI)
1994 Chang, Y. L. C., Lander, L. C., Lu, H.-S, and Wells, M. T., Bayesian Analysis for Fault Location in Distributed Systems, IEEE Transactions on Reliability , 43, 3, 457-465. (SCI)
年度 論文名稱
2020 Liu, C.-M., Chang, S.-L., Chen, H.-H., Chen, W.-S., Lin, Y.-J., Lo, L.-W., Hu, Y., Chung, F.-P., Tuan, T.-C., Chao, T.-F., Liao, J.-N., Lin, C.-Y., Chang, T.-Y., Wu, C.-I., Chen, C.-C., Chin, C.-G., Liu, S.-H., Cheng, W.-H., Huang, S.-H., Chou, C.-Y., Lug, "The Clinical Application Of The Deep Learning Technique For Predicting Trigger Origins In Paroxysmal Atrial Fibrillation Patients With Catheter Ablation", The Heart Rhythm Society (HRS).
2020 Liu, C.-M., Chang, S.-L., Chen, H.-H., Chen, W.-S., Lin, Y.-J., Lo, L.-W., Hu Y., Chung, F.-P., Tuan, T.-C., Chao, T.-F., Liao, J.-N., Lin, C.-Y., Chang, T.-Y., Wu, C.-I., Chen, C.-C., Liu, S.-H., Cheng, W.-H., Huang, S.-H., Chou, C.-Y., Lugtu, I. C., Shi, "Using A Deep Learning Technique To Automatize Extraction Of Left Atrial Volumes From Two-dimensional Computer Tomography Images", The Heart Rhythm Society (HRS).
2020 Liu, C.-M., Chang, S.-L., Chen, H.-H., Chen, W.-S., Lin, Y.-J., Lo, L.-W., Hu Y., Tuan, T.-C., Chao, T.-F., Liao, J.-N., Lin, C.-Y., Chang, T.-Y., Wu, C.-I., Chen, C.-C., Chin, C.-G., Liu, S.-H., Cheng, W.-H., Chou, C.-Y., Lugtu, I. C., Shiu, Y.-C., Lu, H, "Automated Extraction Of Left Atrial Volumes From Two-dimensional Computer Tomography Images Using A Deep Learning Technique Can Predict Post-ablation One Year Recurrence Of Atrial Fibrillation", The Heart Rhythm Society (HRS).
2020 Chou, P.-H., Li, Y.-C., Chen, H.-H., Chang, M.-C., Wu. H.-T. H., Lu, H. H.-S., "Application of artificial intelligence deep learning ensemble model for detection of thoracic and lumbar vertebral fracture on the lateral view of plain radiographs", The 49th Annual Meeting of the Japanese Society for Spine Surgery and Related Research (49th JSSR).
2020 Ko, Y.-C., Chen, W.-S., Chen, H.-H., Liu, C., Lu, H. H.-S., "Identifying glaucoma from fundus images of first-visit patients with various ocular pathology using deep learning", The 2020 World Ophthalmology Congress (WOC 2020).
2019 Lin, Y.-S., Wu, C.-H., Lu, H. H.-S., "Budgeted Algorithm for Linearized Confidence-Weighted Learning", The 3rd International Conference on Cloud and Big Data Computin (ICCBDC), Excellent Oral Presentation.
2019 Almuhayar, M., Lu, H. H.-S., Iriawan, N.,, "Classification of Abnormality in Chest X-Ray Images by Transfer Learning of CheXNet", The Third International Conference on Informatics and Computational Sciences (ICICoS).
2018 Zhan, S.-Q., Huang, T.-T., Lu, H. H.-S, "Accurate Diagnosis of Endoscopic Mucosal Healing in Ulcerative Colitis by Deep Learning and Machine Learning, Best Abstract", The 6th Annual Meeting of the Asian Organization for Crohns and Colitis (AOCC2018).
2018 Chung, C.-E., Lin, S.-H., Hsu, H.-C., Lu, H. H.-S, "Segmenting learning with convolutional Neural Network to extract features and build the classifier: an application to endoscope image classification for treatment planning of cervical pre-cancerous lesions", Society for Epidemiologic Researchs 51th Annual Meeting.
2018 Chang, P. Y.-C., Chuang, C.-M., Fang, S.-T., Zhan, S.-Q., Pan, Y.-M., Liu, C.-M., Chang, S.-L., Lin, Y.-J., Lu, H. H.-S., Chen, S.-A., "Applying Transfer Learning and Deep Convolutional Neural Networks to Automatically Detect Left Atrium in 2D Cardiac Computed Tomographic Images", The Asia Pacific Heart Rhythm Society (APHRS).
2018 Pan, Y.-M., Fang, S.-T., Chang, P. Y.-C., Chuang, C.-M., Liu, C.-M., Chang, S.-L., Lin, Y.-J., Chen, S.-A., Lu, H. H.-S., "Using U-Net for Fully Automated Semantic Segmentation of the Left Atrium in 2D Cardiac Computed Tomographic Images", The Asia Pacific Heart Rhythm Society (APHRS).
2017 Wu, C.-H., Hsi, W.-C., Lu, H. H.-S., Hang, H.-M., "Online Multiclass Passive-Aggressive Learning on a Fixed Budget", IEEE International Symposium on Circuits and Systems (IEEE ISCAS).
2013 Hsu, Y., Lu, H. H.-S., "Brainbow image segmentation using Bayesian sequential partitioning", 2013 International Conference on Medical Informatics and Biomedical Engineering.
2013 Hsu, Y., Lu, H. H.-S., "Multiscale Connected Component Labelling and Applications to Scientific Microscopy Image Processing", 2014 International Conference on Soft Computing and Data Mining.
2012 Wu, T.-Y., Juan, H. H., Lu, H. H.-S., "Improved Spectral Matting By Iterative K-Means Clustering And The Modularity Measure", IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP)
2011 Wu, T.-Y., Juan, H. H., Lu, H. H.-S., Chiang. A.-S., "A Crosstalk Tolerated Neural Segmentation Methodology for Brainbow Images", International Symposium on Applied Sciences In Biomedical and Communication Technologies (ACM ISABEL)
2007 Chen, P. Y., Chen, T.-B., Chen, C.-J., Li, G.-C.,Lu, H. H.-S., "Information Visualization and Fusion for Barcodes of Life in Environment and Society", The Second International Barcode of Life Conference, Taipei, Taiwan, September 17-21.
2007 Liu, P.-L., Lu, H. H.-S., Chiang. A.-S., "Automatic Classification of 3D Drosophila Calyx Images", 2007 National Computation Symposium, Taichung, Taiwan, December 20-21.
2006 Lu, H. H.-S, "Reconstruction, Visualization and Analysis of Medical Images", Compstat 2006 Satellite Workshop on Data and Information Visualization, Berlin, Germany, August 23-25.
2005 Ho, J., Hwang, W.-L., Lu, H. H.-S., and Lee, D. T., "Gridding the spot centers of Microarray Images", European Signal Processing Conference, Antalya, Turkey, September 4-8.
2003 Lu, H. H.-S., and Wu, H.-M., "On Visualization, Screening, and Classification of Cell Cycle-Regulated Genes in Yeast", The 14th International Conference on Genome Informatics (GIW2003), 344-345.
2003 Chen, C.-H., Lu, H. H.-S., Liao, C.-T., Chen, C.-h., Yang, U.-C., Lee, Y.-S., "Gene Expression Analysis Refining System (GEARS) via Statistical Approach: A Preliminary Report", The 14th International Conference on Genome Informatics (GIW2003), 316-317.
2001 Lu, H. H.-S., Chen, C.-M., and Wu, J.-S., "Statistical Analysis of Liver Cirrhosis in Ultrasound Images by Fractal Dimension, Dimension Reduction and Classification Trees", The 5th World Multi-Conference on Systemics, Cybernetics and Informatics (SCI 2001), Vol. XIII, Part II, 351-356.
2001 Chen, C.-M., and Lu, H. H.-S., "Sonographic Tumor Boundary Detection for Image-Guided Brain Surgery", The 5th World Multi-Conference on Systemics, Cybernetics and Informatics (SCI 2001), Vol. XIII, Part II, 339-344.
2000 Chen, J. C., Liu, R. S., Tu, K. Y., Lu, H. H. S., Chen, T. B., and Chou, K. L., "Iterative Image Reconstruction with Random Correction for PET studies", Proceedings of the Society of Photo-Optical Instrumentation Engineers, 3979, 1218-1229. (EI)
2000 Chen, J. C., Tu, K. Y., Lu, H. H.-S., Chen, T. B., Chou, K. L., and Liu, R. S., "Iterative Image Reconstruction with Random Correction for PET Studies", SPIE medical imaging 2000 symposium.
2000 Tu, K. Y., Chen, J. C., Lu, H. H.-S., Chen, T. B., Chou, K. L., and Liu, R. S., "Random Correction Using Iterative Reconstruction for PET", European Association of Nuclear Medicine Annual Congress.
1999 Tu, K. Y., Chen, J. C., Lu, H. H.-S., Chen, T. B., Chou, K. L., and Liu, R. S., "Iterative Image Reconstruction with Random Coincidence Correction for PET Studies", The Biomedical Engineering Society 1999 Annual Symposium, 357-358.
1998 Chen, J. C., Tu, K. Y., Lu, H. H.-S., Chen, T. B., Chou, K. L., and Liu, R. S., "Statistical Image Reconstruction for PET Studies", The Biomedical Engineering Society 1998 Annual Symposium, 71-72.
1997 Lu, H. H.-S., and Tseng, W.-J., "On Accelerated Cross-Reference Maximum Likelihood Estimates for Positron Emission Tomography", Proceedings of the IEEE Nuclear Science Symposium, Volume 2, 1484 -1488. (EI)
1995 Lu, H. H.-S., and Chang, Y. L. C., "Issues in the Assignment of Fault Diagnosis Time for Responsive Computing Systems", Proceedings of ISSAT International Conference of Reliability and Quality in Design, 238-242, Orlando , Florida.
1993 Chang, Y. L. C., Lander, L. C., Lu, H.-S., and Wells, M. T., "Bayesion Analysis for Fault Location in Homogeneous Distributed Systems", Proceedings of the IEEE Symposium onReliable Distributed Systems, 44-53, Princeton , New Jersey. (EI)
1993 Chang, Y. L. C., Lander, L. C., Lu, H.-S., and Wells, M. T., "Bayesian Inference for Fault Diagnosis in Real-Time Distributed Systems", The Second Asian Test Symposium (ATS」93). 333-338, Beijing.
年度 月份 著作名稱 其他 參考連結
2021 2 Course Homepage for Statistical Learning (Spring 2021) Lu, H. H.-S. http://misg.stat.nctu.edu.tw/Statistical%20Learning%202009f%20syllabus.htm
2020 7 Statistical Applications in Medical Images and Bioinformatics Lu, H. H.-S.,, http://misg.stat.nctu.edu.tw
2020 9 Course Homepage for Introduction to Data Science (Fall 2020) Lu, H. H.-S., http://misg.stat.nctu.edu.tw/hslu/course/DataScience.htm
2020 9 Course Homepage for Smart Data Analytics (SDA) I (Fall 2020) Lu, H. H.-S., and Hardle, W. K. http://misg.stat.nctu.edu.tw/hslu/course/SmartDataAnalyticsI.htm
2017 7 Course Homepage for Statistical Computing (Spring 2017) Lu, H. H.-S., http://misg.stat.nctu.edu.tw/hslu/course/statcomp/index.htm
2014 7 Course Homepage for Multivariate Analysis (Spring 2014) Lu, H. H.-S., http://misg.stat.nctu.edu.tw/hslu/course/MVA2014spring.htm
2013 7 Course Homepage for High Dimensional Data Analysis (Fall 2013) Lu, H. H.-S., http://misg.stat.nctu.edu.tw/hslu/course/HDDA2013fall.htm
2010 7 Course Homepage for Statistics (Fall 2010) Lu, H. H.-S., http://misg.stat.nctu.edu.tw/hslu/DEE1203/syllabus.htm
2007 7 Course Homepage for Topics of Statistics in Bioinformatics (Fall 2007) Lu, H. H.-S., http://misg.stat.nctu.edu.tw/Topics_of_statistics_in_bioinformatics.htm
2005 7 Course Homepage for Statistical Consulting (Spring 2005) Lu, H. H.-S., http://misg.stat.nctu.edu.tw/hslu/consulting/94-1.htm
2004 5 Supervised Motion Segmentation by Spatial-Frequential Analysis and Dynamic Sliced Inverse Regression Han-Ming Wu and Henry Horng-Shing Lu,
2002 8 Generalized Cross-Validation for Wavelet Shrinkage in Nonparametric Mixed-Effects Models Henry Horng-Shing Lu, Su-Yun Huang, Fang-Jiun Lin,
2001 5 Extended Gauss-Markov Theorem for Nonparametric Mixed-Effects Models Su-Yun Huang & Henry Horng-Shing Lu,
2000 5 Bayesian Wavelet Shrinkage orem for Nonparametric Mixed-Effects Models Su-Yun Huang and Henry Horng-Shing Lu,
2002 還原統計的真正面貌-評 盧鴻興,科學月刊, 第 33卷 第 12期, pp.1094-1095 http://episte.math.ntu.edu.tw/reviews/rev_lady_tasting_tea/index.html
年度 計畫名稱 參與人 職稱/擔任之工作 計畫期間 補助/委託或合作機構
2021 基於降維與特徵選取之深度學習與應用-應用影響分數進行特徵選取 盧鴻興 主持人 2021.08 ~ 2024.07 科技部
2018 高維問題之線上非線性降維法與應用-資料降維之線上學習演算法與其應用 盧鴻興 主持人 2018.08 ~ 2021.07 科技部
2016 整合布林網路和貝氏網路以進行高維度問題之網路分析 盧鴻興 主持人 2016.08 ~ 2018.07 科技部
2016 建立台灣地區鮑氏不動桿菌整合性分析平台-台灣地區鮑氏不動桿菌分離株之網路分析與比較基因體研究(子計畫二)(3/3) 盧鴻興 主持人 2016.08 ~ 2017.07 科技部
2015 建立台灣地區鮑氏不動桿菌整合性分析平台-台灣地區鮑氏不動桿菌分離株之網路分析與比較基因體研究(子計畫二)(2/3) 盧鴻興 主持人 2015.08 ~ 2016.07 科技部
2014 階層式網絡模型及其於高維度問題之應用 盧鴻興 主持人 2014.08 ~ 2016.07 科技部
2014 建立台灣地區鮑氏不動桿菌整合性分析平台-台灣地區鮑氏不動桿菌分離株之網路分析與比較基因體研究(子計畫二)(1/3) 盧鴻興 主持人 2014.08 ~ 2015.07 科技部
2012 影像擷取與網路結構偵測之統計分析與對應關係 盧鴻興 主持人 2012.08 ~ 2014.07 國科會
2009 基因網路和表現型特徵間關聯之統計分析 盧鴻興 主持人 2009.08 ~ 2012.07 國科會
2007 大型的酵母基因網路之統計分析 盧鴻興 主持人 2007.08 ~ 2009.07 國科會
2006 生物網路和調控路徑的統計分析(2/2) 盧鴻興 主持人 2006.08 ~ 2007.07 國科會
2005 生物網路和調控路徑的統計分析(1/2) 盧鴻興 主持人 2005.08 ~ 2006.07 國科會
2004 微陣列資料的統計型態發掘(3/3) 盧鴻興 主持人 2004.08 ~ 2005.07 國科會
2003 微陣列資料的統計型態發掘(2/3) 盧鴻興 主持人 2003.08 ~ 2004.07 國科會
2002 微陣列資料的統計型態發掘(1/3) 盧鴻興 主持人 2002.08 ~ 2003.07 國科會
2001 自我相似性,維度簡化及醫學影像分析上統計方式的資料發掘(3/3) 盧鴻興 主持人 2001.08 ~ 2002.07 國科會
2000 自我相似性,維度簡化及醫學影像分析上統計方式的資料發掘(2/3) 盧鴻興 主持人 2000.08 ~ 2001.07 國科會
1999 自我相似性,維度簡化及醫學影像分析上統計方式的資料發掘(1/3) 盧鴻興 主持人 1999.08 ~ 2000.07 國科會
1998 影像分割的多重解析法及其在醫學影像的應用 盧鴻興 主持人 1997.08 ~ 1998.07 國科會
1997 正子放射形電腦斷層攝影與相關資訊的統計合成 盧鴻興 主持人 1996.08 ~ 1997.07 國科會
1996 多重潛在結構分析 盧鴻興 主持人 1995.08 ~ 1996.07 國科會
1995 潛在函數暨密度推估及其應用 盧鴻興 主持人 1995.02 ~ 1995.07 國科會
國家 學校名稱 系所 學位
美國 康乃爾大學 統計學 博士
美國 康乃爾大學 統計學 碩士
中華民國 台灣大學 電機工程系 學士
服務機關名稱 單位 職務 期間
WIREs Computational Statistics Editorial Board 2018.01 ~ 迄今
Journal of the American Statistical Association, Theory and Methods Associate Editor 2017.01 ~ 2020.12
國立交通大學 教務長 2016.01 ~ 2021.01
國立交通大學 大數據研究中心 主任 2015.07 ~ 2018.01
Journal of Applied Mathematics, International Scholarly Research Network Editorial Board 2014.01 ~ 2017.01
International Chinese Statistical Association (ICSA) Board of Directors 2012.01 ~ 2014.01
國立交通大學 理學院 院長 2011.08 ~ 2014.07
Handbook of Statistical Bioinformatics, Springer 編輯委員 2011.01 ~ 2011.01
International Journal of Systems and Synthetic Biology 特刊 客座編輯 2010.01 ~ 2010.01
Journal of Data Science 特刊 客座編輯 2008.07 ~ 2008.07
國立交通大學 理學院科學學士學位學程班 主任 2008.02 ~ 2011.07
中國統計學報 編輯委員 2008.01 ~ 2010.01
美國芝加哥大學 生態和演化學系 訪問學者 2006.02 ~ 2007.01
Statistica Sinica 副編輯 2005.01 ~ 2008.01
國立交通大學 統計學研究所 所長 2002.08 ~ 2005.07
國立交通大學 統計學研究所 教授 2002.02 ~ 迄今
美國哈佛大學 生物統計學系 訪問學者 2001.01 ~ 2001.01
美國加州大學洛杉磯分校 理論數學和應用數學研究所 訪問學者 2000.01 ~ 2000.01
中國統計學報 編輯委員 1995.01 ~ 1997.01
國立交通大學 統計學研究所 副教授 1994.08 ~ 2002.01
美國康乃爾大學 助理 1989.01 ~ 1994.01