Henry Horng-Shing Lu
Job title Distinguished Professor
Name Henry Horng-Shing Lu
Office Tel No. 886-3-573-1870
Address Institute of Statistics, National Yang Ming Chiao Tung University, Assembly Building I, 1001 Ta Hsueh Road, Hsinchu 30010, Taiwan
Email
Personal Website https://misg.stat.nycu.edu.tw/
Teaching Field Scientific computing Image science Bioinformatics
Research expertise Scientific computing Image science Bioinformatics
Year Paper Title
2024 Wu, J. C.-H., Lin, Y.-S., Lu, H. H.-S., Hang, H.-M., Online Linearized Confidence-Weighted Learning on a Budget, Advanced Intelligent Systems, Article No. 2400345, doi: 10.1002/aisy.202400345., 2024
2024 Hsieh, H.-C., Chen, C.-Y., Chou, C.-H., Peng, B.-Y., Sun, Y.-C., Lin, T.-W., Chien, Y., Chiou, S.-H., Hung, K.-F., Lu, H.H.-S., Deep learning-based automatic image classification of oral cancer cells acquiring chemoresistance in vitro, PLoS ONE, 19(11): e0310304., 2024
2024 Chen, J.-J., Su, T.-Y., Huang, C.-C., Yang, T.-H., Chang, Y.-H., Lu, H. H.-S., Classification of coronary artery disease severity based on SPECT MPI polarmap images and deep learning: A study on multi-vessel disease prediction, Digital Health, Volume 10: 1–13., 2024
2024 Hsu, Y.-L., Chen, P.-C., Tsai, Y.-F., Wei, C.-H., Wu, L. S.-H., Hsieh, K.-S., Hsieh, M.-H., Lai, H.-C., Lin, C.-H., Lin, H.-C., Chen, C.-H., Chen, A.-C., Lin, H.-C., Chou, I.-C., Soong, W.-J., Hwang, K.-P., Lu, H. H.-S., Pawankar, R., Tsai, H.-J., Wang, J.-Y., Clinical Features and Vaccination Effects among Children with Post-Acute Sequelae of COVID-19 in Taiwan, Vaccines, 12(8), 910., 2024
2024 Su, T.-Y., Wu, J. C.-H., Chiu, W.-C., Chen, T.-J., Lo, W.-L., Lu, H. H.-S., Automatic classification of temporomandibular joint disorders by magnetic resonance imaging and convolutional neural networks, Journal of Dental Sciences, doi:10.1016/j.jds.2024.06.001, 2024
2024 Wu, J. C.-H., Liao, N.-C., Yang, T.-H., Hsieh, C.-C., Huang, J.-A., Pai, Y.-W., Huang, Y.-J., Wu, C.-L., Lu. H. H.-S., Deep-Learning-Based Automated Anomaly Detection of EEGs in Intensive Care Units, Bioengineering , 11(5), 421., 2024
2024 Liu, C.-M., Chen, W.-S., Chang, S.-L., Hsieh, Y.-C., Hsu, Y.-H., Chang, H.-X., 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., Kuo, L., Wu, C.-I., Wu, M.-H., Chen, C.-K., Chang, Y.-Y., Shiu, Y.-C., Lu, H. H.-S., Chen, S.-A., Use of artificial intelligence and I-Score for prediction of recurrence before catheter ablation of atrial fibrillation, International Journal of Cardiology, doi:10.1016/j.ijcard.2024.131851, 2024
2024 Chang, T.-H., Chen, Y.-D., Lu, H. H.-S., Wu, J. L. M., Mak, K. H., Yu, C.-S., Specific patterns and potential risk factors to predict 3-year risk of death among non-cancer patients with advanced chronic kidney disease by machine learning, Medicine, 103(7):p e37112., 2024
2024 Chen, W.-W., Tseng, C.-C., Huang, C.-C., Lu, H. H.-S., Improving deep-learning electrocardiogram classification with an effective coloring method, Artificial Intelligence in Medicine, Volume 149, 102809. , 2024
2023 Chen, H.-H., Lu, H. H.-S., Weng, W.-H., Lin, Y.-H., Developing a Machine Learning Algorithm to Predict the Probability of Medical Staff Work Mode Using Human-Smartphone Interaction Patterns: Algorithm Development and Validation Study, Journal of Medical Internet Research, 25:e48834., 2023
2023 Wu, J. C.-H., Yu, H.-W., Tsai, T.-H., Lu, H. H.-S., Dynamically Synthetic Images for Federated Learning of Medical Images, Computer Methods and Programs in Biomedicine, S0169-2607(23)00511-4., 2023
2023 Deng, L.-Y., Yang, C.-C., Dale Bowman, Dennis K. J. Lin, Lu, H. H.-S., Big Data Model Building using Dimension Reduction and Sample Selection, Journal of Computational and Graphical Statistics, 2023
2023 Huang, S.-J., Chen, C.-C., Kao, Y., Lu, H. H.-S., Feature-aware unsupervised lesion segmentation for brain tumor images using fast data density functional transform, Scientific Reports, 13, Article number:13582, 2023
2023 Lee, Y.-H., Hsieh, M.-T., Chang, C.-C., Tasi, Y.-L., Chou, R.-H., Lu, H. H.-S., Huang, P.-H., Improving detection of obstructive coronary artery disease with an artificial intelligence-enabled electrocardiogram algorithm, Atherosclerosis, doi: 10.1016/j.atherosclerosis.2023.117238., 2023
2023 Deng, L.-Y., Winter, B. R., Shiau, J.-J. H., Lu, H. H.-S., Kumar, N., Yang, C.-C., Parallelizable efficient large order multiple recursive generators, Parallel Computing, doi: 10.1016/j.parco.2023.103036, 2023
2023 Su, T.-Y., Chen, J.-J., Chen, W.-S., Chang, Y.-H., Lu, H. H.-S., Deep learning for myocardial ischemia auxiliary diagnosis using CZT SPECT myocardial perfusion imaging, Journal of the Chinese Medical Association 86(1):p 122-130., 2023
2022 Tsai, M.-C., Lu, H. H.-S., Chang, Y.-C., Huang, Y.-C., Fu, L.-S., Automatic Screening of Pediatric Renal Ultrasound Abnormalities: Deep Learning and Transfer Learning Approach, JMIR Medical Informatics, 10(11):e40878, 2022
2022 Kao, C.-L., Lin, C.-M., Chang, S.-W., Liu, C.-K., Ou, Y.-H., Lu, H. H.-S., The age factor influencing long-term physical functionality in stroke patients undergoing intra-arterial thrombectomy treatment, Medicine, 101(38):e30712, 2022
2022 Ko, Y.-C., Chen, W.-S., Chen, H.-H., Hsu, T.-K., Chen, Y.-C., Liu, C.J.-L., Lu, H. H.-S., Widen the Applicability of a Convolutional Neural-Network-Assisted Glaucoma Detection Algorithm of Limited Training Images across Different Datasets, Biomedicines, 10, 1314., 2022
2022 Chou, P.-H., Jou, T. H.-T., Wu, H.-T. H., Yao, Y.-C., Lin, H.-H., Chang, M.-C., Wang, S.-T., Lu, H. H.-S., Chen, H.-H., Ground truth generalizability affects performance of the artificial intelligence model in automated vertebral fracture detection on plain lateral radiographs of the spine, The Spine Journal, 22, 4, 511-523., 2022
2021 Lin, G.-M., Lu, H. H.-S., Electrocardiographic Machine Learning to Predict Left Ventricular Diastolic Dysfunction in Asian Young Male Adults, IEEE Access, 9, 49047-49054., 2021
2021 Sun, Y.-C., Hsieh, A.-T., Fang, S.-T., Wu, H.-M., Kao, L.-W., Chung, W.-Y., Chen, H.-H, Liou, K.-D., Lin, Y.-S., Guo, W.-Y., Lu, H. H.-S., Can 3D artificial intelligence models outshine 2D ones in the detection of intracranial metastatic tumors on magnetic resonance images?, Chinese Medical Association, 84, 10, 956-962., 2021
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., 2021
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
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, 479(7):p 1598-1612., 2021
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
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
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., 2021
2020 Su, F.-Y., Lin, Y.-P, Lin, F., Yu, Y.-S., Kwon, Y., Lu, H. H.-S., Lin, G.-M., Comparisons of traditional electrocardiographic criteria for left and right ventricular hypertrophy in young Asian women: the CHIEF heart study., Medicine, 99:42, e22836. , 2020
2020 Wu, C.-H., Lu, H. H.-S., Hang, H.-M., Budgeted Passive-Aggressive Learning for Online Multiclass Classification, IEEE access, 8, 227420-227437., 2020
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
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
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
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, 2020
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
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）, 2019
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., 2018
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
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
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
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
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
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）, 2017
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
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
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
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
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
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）, 2016
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
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
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
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
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
2016 Hung, H., Liu, C.-Y., Lu, H. H.-S., Sufficient dimension reduction with additional information., Biostatistics, 17, 3, 405-421., 2016
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), 2014
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
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), 2012
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
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
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
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
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
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), Oct. 2011
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）, 2011
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., 2010
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
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
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
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), 2009
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
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, 2008
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
2008 Tzeng, J., Lu, H. H.-S., and Li, W.-H., Multidimensional Scaling for Large Genomic Data Sets, BMC Bioinformatics, 9:179 (SCI), 2008
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
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), 2007
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), 2006
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
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), 2005
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
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
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, 2004
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
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), 2003
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
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
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, 2002
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
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
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), 2001
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
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
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
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
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
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
2000 Huang, S.-Y., and Lu, H. H.-S., Bayesian Wavelet Shrinkage for Nonparametric Mixed-Effects Models, Statistica Sinica, 10, 4, 1021-1040. (SCI), 2000
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
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, 1999
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), 1998
1998 Lu, H. H.-S., On the Random Number Generator in the Bootstrap, Journal of the Chinese Statistical Association , 36, 2, 127-144, 1998
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
1997 Lu, H. H.-S., and Hsieh, F., Transformation Models for Interval Scale Grouped Data with Applications, Statistica Sinica , 7, 4, 841-854. (SCI), 1997
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), 1994
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
Year Paper Title
2024 Chen, Y.-W., Tsai, M.-J., Lu, H. H.-S., Feng, K.-T., Lee, T.-S., Lan, J.-C., Efficient TIS Sensitivity Measurement With Machine Learning Approach and 5G Dataset, IEEE 21st Consumer Communications & Networking Conference (CCNC), 2024
2023 Hu, Y.-F., Liu, C.-M., Chen, W.-W., Wu, I.-C., Chen, P.-F., Lin, Y.-J., Chang, S.-L., Lo, L.-W., Chung, F.-P., Chao, T.-F., Tuan, T.-C., Liao, J.-N., Lin, C.-Y., Chang, T.-Y., Kuo, L., Wu, C.-I., Liu, S.-H., Lu, H. H.-S., Chen, S.-A., PO-04-183, Artificial Intelligence-enabled Model for Early Detection of Atrial Fibrillation During Sinus Rhythm and Mortality Risk Stratification, Heart Rhythm, Vol 20, No 5S, S614., 2023
2023 Liu, C.-M., Chang, S.-L., 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, I., Wu, M.-H., Chen, C.-K., Chang, Y.-Y., Shiu, Y.-C., Lu, H. H.-S., Chen, S.-A., O-04-208, Clinical Application of Artificial Intelligence in Prediction of Recurrence in Atrial Fibrillation Patients with Catheter Ablation, Heart Rhythm, Vol 20, No 5S, S616-S617., 2023
2021 A. Muhaimin, D.D. Prastyo, Lu, H. H.-S., Forecasting with Recurrent Neural Network in Intermittent Demand Data, 2021 11th International Conference on Cloud Computing, Data Science & Engineering (Confluence), 802-809., 2021
2021 Deng, L.-Y., Dale Bowman, Yang, C.-C., Lu, H. H.-S., Extending RC4 to Construct Secure Random Number Generators, 2021 Annual Modeling and Simulation Conference (ANNSIM)., 2021
2012 Li, C.-Y., Chou, H.-P., Deng, L.-Y., Shiau, J.-J. H., Lu, H. H.-S., Non-linear pseudo-random number generators via coupling DX generators with the Logistic map, Anti-counterfeiting, Security, and Identification, pp. 1-5, doi: 10.1109/ICASID.2012.6325284., 2012
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）., 2020
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
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
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
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
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）., 2019
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 Computing （ICCBDC）, Excellent Oral Presentation., 2019
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）., 2018
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
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
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
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）., 2017
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., 2013
2013 Hsu, Y., Lu, H. H.-S., "Brainbow image segmentation using Bayesian sequential partitioning", 2013 International Conference on Medical Informatics and Biomedical Engineering., 2013
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), 2012
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), 2011
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., 2007
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
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., 2006
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., 2005
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., 2003
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
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., 2001
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
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., 2000
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
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
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., 1999
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., 1998
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), 1997
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., 1995
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., 1993
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
Year Book Title
2024 Handbook of Investment Analysis, Portfolio Management, and Financial Derivatives, Chapter 99: A Factor Model for Graph Data, World Scientific, 3277–3298, 2024
2022 Handbook of Statistical Bioinformatics, Second Edition, Integration of Boolean and Bayesian Networks, Springer-Verlag, 173–185, 2022
2022 Handbook of Statistical Bioinformatics, Second Edition, Springer-Verlag., 2022
2020 Handbook of Financial Econometrics, Mathematics, Statistics, and Machine Learning, Measuring the Collective Correlation of a Large Number of Stocks., World Scientific., 2020
2020 Boolean Logic, Expressions and Theories: An Overview, Boolean Function Networks., Nova, 2020
2018 Handbook of Big Data Analytics, Springer-Verlag., 2018
2018 Handbook of Big Data Analytics, Bridging Density Functional Theory and Big Data Analytics with Applications., Springer-Verlag., 351-374, 2018
2014 Microarray Image and Data Analysis: Theory and Practice, Statistical Segmentation Methods for DNA Microarray Images, CRC Press, 2014
2011 Handbook of Statistical Bioinformatics, Springer-Verlag., 2011
2011 Handbook of Statistical Bioinformatics, Boolean Networks, Springer-Verlag., 405-426, 2011
2008 Handbook of Computational Statistics (Volume III) Data Visualization, Reconstruction, Visualization, and Analysis of Medical Images., Springer-Verlag., 813-830, 2008
Year Month Writing Title Other Reference URL
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 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
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 7 Statistical Applications in Medical Images and Bioinformatics Lu, H. H.-S., http://misg.stat.nctu.edu.tw
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 Book review for Lu, H. H.-S.,Science Monthly, 33, 12, pp. 1094-1095 http://episte.math.ntu.edu.tw/reviews/rev_lady_tasting_tea/index.html
Year Project Title Participator Job Title Period Unit
2021 Feature Selection by I-Score Henry Horng-Shing Lu Principal Investigator 2021.08 ~ 2024.07 Ministry of Science and Technology
2018 Online Algorithms for Dimension Reduction with Applications Henry Horng-Shing Lu Principal Investigator 2018.08 ~ 2021.07 Ministry of Science and Technology
2016 Construction of integrated analytic platform for Acinetobacter baumannii in Taiwan-Network analysis and comparative genomics study on Acinetobacter baumannii isolates from Taiwan(3/3) Henry Horng-Shing Lu Principal Investigator 2016.08 ~ 2017.07 Ministry of Science and Technology
2016 Integrated network analysis by Boolean networks and Bayesian networks for high dimensional problems Henry Horng-Shing Lu Principal Investigator 2016.08 ~ 2018.07 Ministry of Science and Technology
2015 Construction of integrated analytic platform for Acinetobacter baumannii in Taiwan-Network analysis and comparative genomics study on Acinetobacter baumannii isolates from Taiwan(2/3) Henry Horng-Shing Lu Principal Investigator 2015.08 ~ 2016.07 Ministry of Science and Technology
2014 Construction of integrated analytic platform for Acinetobacter baumannii in Taiwan-Network analysis and comparative genomics study on Acinetobacter baumannii isolates from Taiwan(1/3) Henry Horng-Shing Lu Principal Investigator 2014.08 ~ 2015.07 Ministry of Science and Technology
2014 Hierarchical Graph Modeling for High Dimensional Networks Henry Horng-Shing Lu Principal Investigator 2014.08 ~ 2016.07 Ministry of Science and Technology
2012 Statistical analysis of correspondence between image matting and network structure detection Henry Horng-Shing Lu Principal Investigator 2012.08 ~ 2014.07 National Science Council
2009 Statistical analysis of association between gene networks and phenotypic patterns Henry Horng-Shing Lu Principal Investigator 2009.08 ~ 2012.07 National Science Council
2007 Statistical Analysis of Large Genetic Networks in Yeast Henry Horng-Shing Lu Principal Investigator 2007.08 ~ 2009.07 National Science Council
2006 Statistical Analysis of Biological Networks and Pathways (II) Henry Horng-Shing Lu Principal Investigator 2006.08 ~ 2007.07 National Science Council
2005 Statistical Analysis of Biological Networks and Pathways(I) Henry Horng-Shing Lu Principal Investigator 2005.08 ~ 2006.07 National Science Council
2004 Statistical Pattern Discovery for Microarray Data(III) Henry Horng-Shing Lu Principal Investigator 2004.08 ~ 2005.07 National Science Council
2003 Statistical Pattern Discovery for Microarray Data (II) Henry Horng-Shing Lu Principal Investigator 2003.08 ~ 2004.07 National Science Council
2002 Statistical Pattern Discovery for Microarray Data (I) Henry Horng-Shing Lu Principal Investigator 2002.08 ~ 2003.07 National Science Council
2001 Self-Similarity, Dimension Reduction, and Statistically Data Mining for Medical Image Analysis(III) Henry Horng-Shing Lu Principal Investigator 2001.08 ~ 2002.07 National Science Council
2000 Self-Similarity, Dimension Reduction, and Statistically Data Mining for Medical Image Analysis(II) Henry Horng-Shing Lu Principal Investigator 2000.08 ~ 2001.07 National Science Council
1999 Self-Similarity, Dimension Reduction and Statistically Data Mining for Medical Image Analysis Henry Horng-Shing Lu Principal Investigator 1999.08 ~ 2000.07 National Science Council
1998 Multiresolution Approaches for Image Segmentation with Application in Medical Images Henry Horng-Shing Lu Principal Investigator 1997.08 ~ 1998.07 National Science Council
1997 Statistical Compositions of Positron Emission Tomography and Related Informations Henry Horng-Shing Lu Principal Investigator 1996.08 ~ 1997.07 National Science Council
1996 Multiple Latent Structure Analysis Henry Horng-Shing Lu Principal Investigator 1995.08 ~ 1996.07 National Science Council
1995 Adaptive Constrained Method of Regularization Estimators for Latent Density Estimation Henry Horng-Shing Lu Principal Investigator 1995.02 ~ 1995.07 National Science Council
Country School Name Department Degree
Republic of China National Taiwan University Electric Engineering B. S.
U. S. A. Cornell University Statistics M. S.
U. S. A. Cornell University Statistics Ph. D.
Organization Title Department Job Title Duration
International Chinese Statistical Association (ICSA) Chair, Taiwan Chapter, 2023.01 ~ Up to today
National Yang Ming Chiao Tung University Institute of Statistics Distinguished Professor 2022.08 ~ Up to today
Handbook of Statistical Bioinformatics, Springer Co-editor 2022.01 ~ 2022.12
WIREs Computational Statistics Editorial Board 2018.01 ~ Up to today
Journal of the American Statistical Association, Theory and Methods Associate Editor 2017.01 ~ 2020.12
National Chiao Tung University Vice President for Academic Affairs 2016.01 ~ 2021.01
National Chiao Tung University Big Data Research Center Director 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
National Chiao Tung University College of Science Dean 2011.08 ~ 2014.07
Handbook of Statistical Bioinformatics, Springer Co-editor 2011.01 ~ 2011.01
International Journal of Systems and Synthetic Biology Special Issue Guest Editor 2010.01 ~ 2010.01
Journal of Data Science Special Issue Guest Editor 2008.07 ~ 2008.07
National Chiao Tung University Interdisciplinary Sciences Degree Program, College of Science Chairman 2008.02 ~ 2011.07
Journal of the Chinese Statistical Association Associate Editor 2008.01 ~ 2010.01
University of Chicago Department of Ecology and Evolution Visiting Scholar 2006.02 ~ 2007.01
Statistica Sinica Associate Editor 2005.01 ~ 2008.01
National Chiao Tung University Institute of Statistics Director 2002.08 ~ 2005.07
National Chiao Tung University Institute of Statistics Professor 2002.02 ~ 2022.07
Harvard University Department of Biostatistics Visiting Scholar 2001.01 ~ 2001.01
UCLA the Institute of Pure and Applied Mathematics Visiting Scholar 2000.01 ~ 2000.01
Journal of the Chinese Statistical Association Associate Editor 1995.01 ~ 1997.01
National Chiao Tung University Institute of Statistics Associate Professor 1994.08 ~ 2002.01
Cornell University Assistant 1989.01 ~ 1994.01