Publications

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2020
X Jeng, Jessie, Jacob Rhyne, Teng Zhang, and Jung-Ying Tzeng. "Effective SNP ranking improves the performance of eQTL mapping." Genet Epidemiol 44, no. 6 (2020): 611-619.
Chua, Katherina C., Chenling Xiong, Carol Ho, Taisei Mushiroda, Chen Jiang, Flora Mulkey, Dongbing Lai, Bryan P. Schneider, Sara R. Rashkin, John S. Witte et al. "Genomewide Meta-Analysis Validates a Role for S1PR1 in Microtubule Targeting Agent-Induced Sensory Peripheral Neuropathy." Clin Pharmacol Ther 108, no. 3 (2020): 625-634.
Wu, Yuan, Xiaofei Wang, Jiaxing Lin, Beilin Jia, and Kouros Owzar. "Predictive accuracy of markers or risk scores for interval censored survival data." Stat Med 39, no. 18 (2020): 2437-2446.
Rashid, Naim U., Xianlu L. Peng, Chong Jin, Richard A. Moffitt, Keith E. Volmar, Brian A. Belt, Roheena Z. Panni, Timothy M. Nywening, Silvia G. Herrera, Kristin J. Moore et al. "Purity Independent Subtyping of Tumors (PurIST), A Clinically Robust, Single-sample Classifier for Tumor Subtyping in Pancreatic Cancer." Clin Cancer Res 26, no. 1 (2020): 82-92.
Li, Jianghao, and Sin-Ho Jung. "Sample size calculation for cluster randomization trials with a time-to-event endpoint." Stat Med 39, no. 25 (2020): 3608-3623.
Wang, Rujin, Dan-Yu Lin, and Yuchao Jiang. "SCOPE: A Normalization and Copy-Number Estimation Method for Single-Cell DNA Sequencing." Cell Syst 10, no. 5 (2020): 445-452.e6.
Love, Michael I., Charlotte Soneson, Peter F. Hickey, Lisa K. Johnson, Tessa N Pierce, Lori Shepherd, Martin Morgan, and Rob Patro. "Tximeta: Reference sequence checksums for provenance identification in RNA-seq." PLoS Comput Biol 16, no. 2 (2020): e1007664.
2019
Griffin, Lauren, Donghee Lee, Alyssa Jaisle, Peter Carek, Thomas George, Eric Laber, Benjamin Lok, François Modave, Electra Paskett, and Janice Krieger. "Creating an mHealth App for Colorectal Cancer Screening: User-Centered Design Approach." JMIR Hum Factors 6, no. 2 (2019): e12700.
Yimit, Askar, Ogun Adebali, Aziz Sancar, and Yuchao Jiang. "Differential damage and repair of DNA-adducts induced by anti-cancer drug cisplatin across mouse organs." Nat Commun 10, no. 1 (2019): 309.
Stinchcombe, Thomas E., Pasi A. Jänne, Xiaofei Wang, Erin M. Bertino, Jared Weiss, Lyudmila Bazhenova, Lin Gu, Christie Lau, Cloud Paweletz, Anthony Jaslowski et al. "Effect of Erlotinib Plus Bevacizumab vs Erlotinib Alone on Progression-Free Survival in Patients With Advanced EGFR-Mutant Non-Small Cell Lung Cancer: A Phase 2 Randomized Clinical Trial." JAMA Oncol 5, no. 10 (2019): 1448-1455.
Stinchcombe, Thomas E., Pasi A. Jänne, Xiaofei Wang, Erin M. Bertino, Jared Weiss, Lyudmila Bazhenova, Lin Gu, Christie Lau, Cloud Paweletz, Anthony Jaslowski et al. "Effect of Erlotinib Plus Bevacizumab vs Erlotinib Alone on Progression-Free Survival in Patients With Advanced EGFR-Mutant Non-Small Cell Lung Cancer: A Phase 2 Randomized Clinical Trial." JAMA Oncol 5, no. 10 (2019): 1448-1455.
Li, Zhiguo, Jiaxing Lin, Alexander B. Sibley, Tracy Truong, Katherina C. Chua, Yu Jiang, Janice McCarthy, Deanna L. Kroetz, Andrew Allen, and Kouros Owzar. "Efficient estimation of grouped survival models." BMC Bioinformatics 20, no. 1 (2019): 269.
X Jeng, Jessie, Teng Zhang, and Jung-Ying Tzeng. "Efficient Signal Inclusion With Genomic Applications." J Am Stat Assoc 114, no. 528 (2019): 1787-1799.
Jiang, Binyan, Rui Song, Jialiang Li, and Donglin Zeng. "Entropy Learning for Dynamic Treatment Regimes." Stat Sin 29, no. 4 (2019): 1633-1655.
Joshi, Neha, Jason Fine, Rong Chu, and Anastasia Ivanova. "Estimating the subgroup and testing for treatment effect in a post-hoc analysis of a clinical trial with a biomarker." J Biopharm Stat 29, no. 4 (2019): 685-695.
Wojcik, Genevieve L., Mariaelisa Graff, Katherine K. Nishimura, Ran Tao, Jeffrey Haessler, Christopher R. Gignoux, Heather M. Highland, Yesha M. Patel, Elena P. Sorokin, Christy L. Avery et al. "Genetic analyses of diverse populations improves discovery for complex traits." Nature 570, no. 7762 (2019): 514-518.
Wojcik, Genevieve L., Mariaelisa Graff, Katherine K. Nishimura, Ran Tao, Jeffrey Haessler, Christopher R. Gignoux, Heather M. Highland, Yesha M. Patel, Elena P. Sorokin, Christy L. Avery et al. "Genetic analyses of diverse populations improves discovery for complex traits." Nature 570, no. 7762 (2019): 514-518.
Wojcik, Genevieve L., Mariaelisa Graff, Katherine K. Nishimura, Ran Tao, Jeffrey Haessler, Christopher R. Gignoux, Heather M. Highland, Yesha M. Patel, Elena P. Sorokin, Christy L. Avery et al. "Genetic analyses of diverse populations improves discovery for complex traits." Nature 570, no. 7762 (2019): 514-518.
Jung, Sin-Ho, Sang Ah Chi, and Hyun Joo Ahn. "K-Sample comparisons using propensity analysis." Biom J 61, no. 3 (2019): 698-713.
Li, Wentao, Wenjie Liu, Ayano Kakoki, Rujin Wang, Ogun Adebali, Yuchao Jiang, and Aziz Sancar. "Nucleotide excision repair capacity increases during differentiation of human embryonic carcinoma cells into neurons and muscle cells." J Biol Chem 294, no. 15 (2019): 5914-5922.
Yang, Yanyan, Jinchuan Hu, Christopher P. Selby, Wentao Li, Askar Yimit, Yuchao Jiang, and Aziz Sancar. "Single-nucleotide resolution analysis of nucleotide excision repair of ribosomal DNA in humans and mice." J Biol Chem 294, no. 1 (2019): 210-217.
2018
Sun, Wei, Paul Bunn, Chong Jin, Paul Little, Vasyl Zhabotynsky, Charles M. Perou, David Neil Hayes, Mengjie Chen, and Dan-Yu Lin. "The association between copy number aberration, DNA methylation and gene expression in tumor samples." Nucleic Acids Res 46, no. 6 (2018): 3009-3018.
Jiang, Yuchao, and Nancy R. Zhang. CODEX2: Full-spectrum copy number variation detection by high-throughput DNA sequencing. (R)., 2018.
Jiang, Yuchao, Rujin Wang, Eugene Urrutia, Ioannis N. Anastopoulos, Katherine L. Nathanson, and Nancy R. Zhang. "CODEX2: full-spectrum copy number variation detection by high-throughput DNA sequencing." Genome Biol 19, no. 1 (2018): 202.
Lawson, Michael T., Hunyong Cho, Arkopal Choudhury, Yifan Cui, Xiaotong Jiang, Teeranan Pokaprakarn, and Michael R. Kosorok. "Discussion of Laber et al. "Optimal treatment allocations in space and time for on-line control of an emerging infectious disease"." J R Stat Soc Ser C Appl Stat 67, no. 4 (2018): 779-780.
Sibley, Alexander, Zhiguo Li, Yu Jiang, Yi-Ju Li, Cliburn Chan, Andrew Allen, and Kouros Owzar. "Facilitating the Calculation of the Efficient Score Using Symbolic Computing." Am Stat 72, no. 2 (2018): 199-205.
Innocenti, Federico, Chen Jiang, Alexander B. Sibley, Amy S. Etheridge, Ace J. Hatch, Stefanie Denning, Donna Niedzwiecki, Ivo D. Shterev, Jiaxing Lin, Yoichi Furukawa et al. "Genetic variation determines VEGF-A plasma levels in cancer patients." Sci Rep 8, no. 1 (2018): 16332.
X Jeng, Jessie, Wenbin Lu, and Huimin Peng. "High-Dimensional Inference for Personalized Treatment Decision." Electron J Stat 12, no. 1 (2018): 2074-2089.
Urrutia, Eugene, Hao Chen, Zilu Zhou, Nancy R. Zhang, and Yuchao Jiang. "Integrative pipeline for profiling DNA copy number and inferring tumor phylogeny." Bioinformatics 34, no. 12 (2018): 2126-2128.
Urrutia, Eugene, Hao Chen, Zilu Zhou, Nancy R. Zhang, and Yuchao Jiang. MARATHON: Integrates Multiple Related Statistical Software for Copy Number Profiling and Downstream Analyses (R)., 2018.
Jung, Sin-Ho. "Phase II cancer clinical trials for biomarker-guided treatments." J Biopharm Stat 28, no. 2 (2018): 256-263.
Naqa, Issam El, Michael R. Kosorok, Judy Jin, Michelle Mierzwa, and Randall K. Ten Haken. "Prospects and challenges for clinical decision support in the era of big data." JCO Clin Cancer Inform 2 (2018).
Jung, Sin-Ho, Ho Yun Lee, and Shein-Chung Chow. "Statistical Methods for Conditional Survival Analysis." J Biopharm Stat 28, no. 5 (2018): 927-938.
2017
Parke, Tom, Olga Marchenko, Vladimir Anisimov, Anastasia Ivanova, Christopher Jennison, Inna Perevozskaya, and Guochen Song. "Comparing oncology clinical programs by use of innovative designs and expected net present value optimization: Which adaptive approach leads to the best result?" J Biopharm Stat 27, no. 3 (2017): 457-476.
Jung, Sin-Ho. CTD Systems (Java)., 2017.
Jung, Sin-Ho. "Design of Phase II Non-inferiority Trials." Contemp Clin Trials Commun 7 (2017): 23-27.
Jiang, Runchao, Wenbin Lu, Rui Song, Michael G. Hudgens, and Sonia Naprvavnik. "DOUBLY ROBUST ESTIMATION OF OPTIMAL TREATMENT REGIMES FOR SURVIVAL DATA-WITH APPLICATION TO AN HIV/AIDS STUDY." Ann Appl Stat 11, no. 3 (2017): 1763-1786.
Jiang, Runchao, Wenbin Lu, Rui Song, and Marie Davidian. "On Estimation of Optimal Treatment Regimes For Maximizing -Year Survival Probability." J R Stat Soc Series B Stat Methodol 79, no. 4 (2017): 1165-1185.
Kwak, Minjung, and Sin-Ho Jung. "Optimal two-stage log-rank test for randomized phase II clinical trials." J Biopharm Stat 27, no. 4 (2017): 639-658.
Jung, Sin-Ho. "Phase II Trials for Heterogeneous Patient Populations with a Time-to-Event Endpoint." Med Res Arch 5, no. 7 (2017).
Jia, Xiaoyu, Anastasia Ivanova, and Shing M. Lee. "Selection of the initial design for the two-stage continual reassessment method." J Biopharm Stat 27, no. 3 (2017): 495-506.
Jusakul, Apinya, Ioana Cutcutache, Chern Han Yong, Jing Quan Lim, Mi Ni Huang, Nisha Padmanabhan, Vishwa Nellore, Sarinya Kongpetch, Alvin Wei Tian Ng, Ley Moy Ng et al. "Whole-Genome and Epigenomic Landscapes of Etiologically Distinct Subtypes of Cholangiocarcinoma." Cancer Discov 7, no. 10 (2017): 1116-1135.
2016
X Jeng, Jessie, Zhongyin John Daye, Wenbin Lu, and Jung-Ying Tzeng. AFNC: Adaptive false negative control (R)., 2016.
Blackwell, Kimberly, Roman Donskih, Michael C Jones, Allen Nixon, Maria J. Vidal, Roumen Nakov, Pritibha Singh, Gregor Schaffar, Pere Gascón, and Nadia Harbeck. "A Comparison of Proposed Biosimilar LA-EP2006 and Reference Pegfilgrastim for the Prevention of Neutropenia in Patients With Early-Stage Breast Cancer Receiving Myelosuppressive Adjuvant or Neoadjuvant Chemotherapy: Pegfilgrastim Randomized Oncology (Supp." Oncologist 21, no. 7 (2016): 789-94.
He, Kevin, Yanming Li, Ji Zhu, Hongliang Liu, Jeffrey E. Lee, Christopher I. Amos, Terry Hyslop, Jiashun Jin, Huazhen Lin, Qinyi Wei et al. "Component-wise gradient boosting and false discovery control in survival analysis with high-dimensional covariates." Bioinformatics 32, no. 1 (2016): 50-7.
Lin, Jiaxing, Alexander Sibley, Trach Truong, Nancy Cox, Eileen Dolan, Yu Jiang, Janice M. McCarthy, Andrew S. Allen, Kouros Owzar, and Zhiguo Li. lclGWAS: Efficient estimation of discrete-time multivariate frailty model using exact likelihood function for grouped survival data (R).., 2016.
Joeng, Hee-Koung, Ming-Hui Chen, and Sangwook Kang. "Proportional exponentiated link transformed hazards (ELTH) models for discrete time survival data with application." Lifetime Data Anal 22, no. 1 (2016): 38-62.
Jeng, Xinge Jessie, Zhongyin John Daye, Wenbin Lu, and Jung-Ying Tzeng. "Rare Variants Association Analysis in Large-Scale Sequencing Studies at the Single Locus Level." PLoS Comput Biol 12, no. 6 (2016): e1004993.
2015
Huang, Ying, Eric B. Laber, and Holly Janes. "Characterizing expected benefits of biomarkers in treatment selection." Biostatistics 16, no. 2 (2015): 383-99.
Kwak, Minjung, Sang-Won Um, and Sin-Ho Jung. "Comparison of operational characteristics for binary tests with clustered data." Stat Med 34, no. 15 (2015): 2325-33.
Zeng, Donglin, Ming-Hui Chen, Joseph G. Ibrahim, Rachel Wei, Beiying Ding, Chunlei Ke, and Qi Jiang. "A counterfactual p-value approach for benefit-risk assessment in clinical trials." J Biopharm Stat 25, no. 3 (2015): 508-24.
Ghosh, Lipika, Jiancheng Jiang, Yanqing Sun, and Haibo Zhou. "Failure time regression with continuous informative auxiliary covariates." J Stat Distrib Appl 2 (2015): 2.
Jiang, Yu, Yujun Han, Slavé Petrovski, Kouros Owzar, David B. Goldstein, and Andrew S. Allen. fitDNM: Test of de novo enrichment that incorporates functional information (R).. 1.0 ed., 2015.
Zeng, Donglin, Fei Gao, Kuolung Hu, Catherine Jia, and Joseph G. Ibrahim. "Hypothesis testing for two-stage designs with over or under enrollment." Stat Med 34, no. 16 (2015): 2417-26.
Jiang, Yu, Yujun Han, Slavé Petrovski, Kouros Owzar, David B. Goldstein, and Andrew S. Allen. "Incorporating Functional Information in Tests of Excess De Novo Mutational Load." Am J Hum Genet 97, no. 2 (2015): 272-83.
Zou, Baiming, Bo Jin, Gary G. Koch, Haibo Zhou, Stephen E. Borst, Sandeep Menon, and Jonathan J. Shuster. "On model selections for repeated measurement data in clinical studies." Stat Med 34, no. 10 (2015): 1621-33.
Kwak, Minjung, Jinseog Kim, and Sin-Ho Jung. "Optimal estimation for regression models on τ-year survival probability." J Biopharm Stat 25, no. 3 (2015): 539-47.
Jung, Sin-Ho. "Statistical issues for design and analysis of single-arm multi-stage phase II cancer clinical trials." Contemp Clin Trials 42 (2015): 9-17.
2014
Chen, Ming-Hui, Joseph G. Ibrahim, Donglin Zeng, Kuolung Hu, and Catherine Jia. "Bayesian design of superiority clinical trials for recurrent events data with applications to bleeding and transfusion events in myelodyplastic syndrome." Biometrics 70, no. 4 (2014): 1003-13.
Song, Rui, Wenbin Lu, Shuangge Ma, and Jessie X Jeng. "Censored Rank Independence Screening for High-dimensional Survival Data." Biometrika 101, no. 4 (2014): 799-814.
Oguz, Ipek, Mahshid Farzinfar, Joy Matsui, Francois Budin, Zhexing Liu, Guido Gerig, Hans J. Johnson, and Martin Styner. "DTIPrep: quality control of diffusion-weighted images." Front Neuroinform 8 (2014): 4.
Jiang, Liewen, Howard D. Bondell, and Huixia Judy Wang. "Interquantile Shrinkage and Variable Selection in Quantile Regression." Comput Stat Data Anal 69 (2014): 208-219.
Bompard, Lucile, Shun Xu, Martin Styner, Beatriz Paniagua, Mihye Ahn, Ying Yuan, Valerie Jewells, Wei Gao, Dinggang Shen, Hongtu Zhu et al. "Multivariate longitudinal shape analysis of human lateral ventricles during the first twenty-four months of life." PLoS One 9, no. 9 (2014): e108306.
Zeng, Donglin, Joseph G. Ibrahim, Ming-Hui Chen, Kuolung Hu, and Catherine Jia. "Multivariate recurrent events in the presence of multivariate informative censoring with applications to bleeding and transfusion events in myelodysplastic syndrome." J Biopharm Stat 24, no. 2 (2014): 429-42.
Kwak, Minjung, and Sin-Ho Jung. "Phase II clinical trials with time-to-event endpoints: optimal two-stage designs with one-sample log-rank test." Stat Med 33, no. 12 (2014): 2004-16.
Jung, Sin-Ho, and Daniel J. Sargent. "Randomized phase II clinical trials." J Biopharm Stat 24, no. 4 (2014): 802-16.
Jung, Sin-Ho, and Insuk Sohn. "Statistical Issues in the Design and Analysis of nCounter Projects." Cancer Inform 13, no. Suppl 7 (2014): 35-43.
Jung, Sin-Ho. "Stratified Fisher's exact test and its sample size calculation." Biom J 56, no. 1 (2014): 129-40.
Jung, Sin-Ho, Yong Chen, and Hongshik Ahn. "Type I error control for tree classification." Cancer Inform 13, no. Suppl 7 (2014): 11-8.
Verde, Audrey R., Francois Budin, Jean-Baptiste Berger, Aditya Gupta, Mahshid Farzinfar, Adrien Kaiser, Mihye Ahn, Hans Johnson, Joy Matsui, Heather C. Hazlett et al. "UNC-Utah NA-MIC framework for DTI fiber tract analysis." Front Neuroinform 7 (2014): 51.
2012
R Baldwin, Michael, Kouros Owzar, Hitoshi Zembutsu, Aparna Chhibber, Michiaki Kubo, Chen Jiang, Dorothy Watson, Rachel J. Eclov, Joel Mefford, Howard L. McLeod et al. "A genome-wide association study identifies novel loci for paclitaxel-induced sensory peripheral neuropathy in CALGB 40101." Clin Cancer Res 18, no. 18 (2012): 5099-109.
R Baldwin, Michael, Kouros Owzar, Hitoshi Zembutsu, Aparna Chhibber, Michiaki Kubo, Chen Jiang, Dorothy Watson, Rachel J. Eclov, Joel Mefford, Howard L. McLeod et al. "A genome-wide association study identifies novel loci for paclitaxel-induced sensory peripheral neuropathy in CALGB 40101." Clin Cancer Res 18, no. 18 (2012): 5099-109.
Wang, Shi-Yi, Haitao Chu, Tatyana Shamliyan, Hawre Jalal, Karen M. Kuntz, Robert L. Kane, and Beth A. Virnig. "Network meta-analysis of margin threshold for women with ductal carcinoma in situ." J Natl Cancer Inst 104, no. 7 (2012): 507-16.
Jung, Sin-Ho, Myron N. Chang, and Sun J. Kang. "Phase II cancer clinical trials with heterogeneous patient populations." J Biopharm Stat 22, no. 2 (2012): 312-28.
Jung, Sin-Ho, and Stanley S Young. "Power and sample size calculation for microarray studies." J Biopharm Stat 22, no. 1 (2012): 30-42.
Jung, Sin-Ho, and Stanley S Young. Power and sample size calculation for microarray studies (Fortran).., 2012.
Owzar, Kouros, Zhiguo Li, Nancy Cox, and Sin-Ho Jung. "Power and sample size calculations for SNP association studies with censored time-to-event outcomes." Genet Epidemiol 36, no. 6 (2012): 538-48.
Jung, Sin-Ho, and Shein-Chung Chow. Sample size calculation for comparing survival curves under general hypotheses testing (Fortran).., 2012.
Jung, Sin-Ho, and Shein-Chung Chow. "On sample size calculation for comparing survival curves under general hypothesis testing." J Biopharm Stat 22, no. 3 (2012): 485-95.
Jung, Sin-Ho, and Stanley S Young. survSNP: Power and sample size calculations for SNP association studies with censored time-to-event outcomes (R).., 2012.