Keyword Search
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CC = Baltimore Convention Center, H = Hilton Baltimore
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: Medicine returned 53 record(s)
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Sunday, 07/30/2017
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Optimal Dynamic Treatment Regimes Using Decision Lists
Yichi Zhang, Harvard University; Eric Laber, North Carolina State University; Anastasios (Butch) Tsiatis, North Carolina State University; Marie Davidian, North Carolina State University
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Matched Learning (M-Learning) for Estimating Optimal Individualized Treatment Rules
Peng Wu, Columbia University; Yuanjia Wang , Columbia University
2:05 PM
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Semiparametric Benefiting Subgroup Identification via Credible Subgroups
Patrick Schnell, University of Minnesota; Qi Tang, AbbVie, Inc.; Peter Mueller, UT Austin; Brad Carlin, University of Minnesota
2:20 PM
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Bayesian Nonparametric Variable Selection for Optimal Treatment Decisions
Rui Li, North Carolina State University; Brian Reich, NCSU; Howard Bondell, NC State University
3:05 PM
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Identifying Differentially Expressed Genes from Two Transcriptomes of an Individual -- a Step Toward Precision Medicine
Qike Li, University of Arizona; Helen Zhang, University of Arizona; Yves Lussier, University of Arizona
3:05 PM
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Expanding the Role of N-Of-1 Trials in Regulated Clinical Trials
Samuel Dickson, USAMMDA Biostatistics Branch; Sharon A Gilbert, USAMMDA Biostatistics Branch; Cynthia V. Landefeld, USAMMDA Biostatistics Branch; Nan Guo, USAMMDA Biostatistics Branch; William F. McCarthy, USAMMDA Biostatistics Branch
3:20 PM
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The Path from Big Data to Precision Medicine Is Paved with Statistics
Emma Huang, Janssen R&D; Hae Kyung Im, University of Chicago; Patrick Ryan, Janssen R&D; Haochang Shou, University of Pennsylvania; Vadim Zipunnikov, Johns Hopkins University; Michelle Dunn, National Institutes of Health
4:05 PM
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Sequential Outcome-Weighted Multicategory Learning for Estimating Optimal Individualized Treatment Rules
Xuan Zhou
4:20 PM
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Extracting Scalar Measures from Longitudinal Trajectories: Applications to Placebo Response
Thaddeus Tarpey, Wright State University; Eva Petkova, New York University School of Medicine; R. Todd Ogden, Department of Biostatistics, Columbia University; Adam Ciarleglio, Columbia
4:50 PM
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Monday, 07/31/2017
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Scalable Precision Medicine Through mHealth
Eric Laber, North Carolina State University
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Applying Bayesian Methodology to Precision Medicine
Judy X. Li, Regeneron Pharmaceuticals
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A Robust Model-Free Feature Screening Method for Ultrahigh-Dimensional Data
Jingnan Xue, Texas A&M University; Faming Liang, University of Florida
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Comparison of Treatment Regime Estimation Methods Incorporating Variable Selection: Lessons from a Large Simulation Study
Adam Ciarleglio, Columbia; Eva Petkova, New York University School of Medicine; Thaddeus Tarpey, Wright State University; Zhe Su, New York University School of Medicine; R. Todd Ogden, Department of Biostatistics, Columbia University
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Conditional Quantiles Under Parametric Model Misspecification: Predicting Individualized Ranges of A1C Change
Sergey Tarima, Medical College of Wisconsin; Bonifride Tuyishimire, Medical College of Wisconsin; Rodney Sparapani, Medical College of Wisconsin; Lisa Rein, Medical College of Wisconsin; John Meurer, Medical College of Wisconsin
8:35 AM
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A Robust Model-Free Feature Screening Method for Ultrahigh-Dimensional Data
Jingnan Xue, Texas A&M University; Faming Liang, University of Florida
8:40 AM
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Bayesian Nonparametric Policy Search with Application to Periodontal Recall Intervals
Qian Guan, North Carolina State University; Brian Reich, NCSU; Eric Laber, North Carolina State University; Dipankar Bandyopadhyay, Virginia Commonwealth University
9:55 AM
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Improving Dynamic Predictions from Joint Models of Longitudinal and Survival Data Using Time-Varying Effects
Dimitris Rizopoulos, Erasmus University Medical Center
10:35 AM
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Generalized Meta-Analysis: Towards an Unified Paradigm for Model Building Through Integration of Disparate Data Sources
Nilanjan Chatterjee, Johns Hopkins University; Runlong Tang, Johns Hopkins University; Prosenjit Kundu, Johns Hopkins University
10:35 AM
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Estimators and Confidence Intervals for Adaptive Two-Stage Designs for Population Enrichment
Vladimir Dragalin, Janssen R&D; Ionut Bebu, The George Washington University
10:55 AM
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Gaussian Processes for Individualized Continuous Treatment Rule Estimation
Pavel Shvechikov, Higher School of Economics; Evgeniy Riabenko, Higher School of Economics
11:05 AM
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Comparison of Treatment Regime Estimation Methods Incorporating Variable Selection: Lessons from a Large Simulation Study
Adam Ciarleglio, Columbia; Eva Petkova, New York University School of Medicine; Thaddeus Tarpey, Wright State University; Zhe Su, New York University School of Medicine; R. Todd Ogden, Department of Biostatistics, Columbia University
11:20 AM
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Statisticians Leading the Way: Advocating for Learning Health Systems and Collaborating Effectively with Clinical Stakeholders
Rebecca Yates Coley, Kaiser Permanente Washington Health Research Institute; Scott Zeger, Johns Hopkins University
11:50 AM
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A Global Oncology Platform Trial for Personalized Medicine: GBM AGILE
Jason Connor, Berry Consultants
2:05 PM
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Methods of Biomarker and Subgroup Identification for Personalized Medicine
Ilya Lipkovich, QuintilesIMS; Bohdana Ratitch , QuintilesIMS; Alex Dmitrienko, Mediana Inc
2:05 PM
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Assessment of Health Sciences Faculty Statistics Knowledge Across the Nursing, Medicine, Pharmacy, and Public Health Disciplines
MyoungJin Kim, Illinois State University; Matt Hayat, Georgia State University; Michael Jiroutek, Campbell University College of Pharmacy & Health Sciences; Todd Schwartz, University of North Carolina at Chapel Hill
2:20 PM
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Shedding a Bayesian Light on the Evidence-Based Medicine
J. Jack Lee, UT MD Anderson Cancer Ctr.
2:35 PM
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Tuesday, 08/01/2017
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Precision Medicine Opportunities in Mental Health
Michael R Kosorok, University of North Carolina at Chapel Hill
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Conditional Quantiles Under Parametric Model Misspecification: a Simulation Study
Bonifride Tuyishimire, Medical College of Wisconsin; Sergey Tarima, Medical College of Wisconsin; Rodney Sparapani, Medical College of Wisconsin; Lisa Rein, Medical College of Wisconsin; John Meurer, Medical College of Wisconsin
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Personalized Endpoints
Marian Strazzeri, US Food and Drug Administration
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Comparing Biomarker-Guided Treatment Strategies Using Local Posterior Predictive Benefit
Meilin Huang, The University of Texas MD Anderson Cancer Center; Brian P. Hobbs, The University of Texas MD Anderson Cancer Center
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Comparing Biomarker-Guided Treatment Strategies Using Local Posterior Predictive Benefit
Meilin Huang, The University of Texas MD Anderson Cancer Center; Brian P. Hobbs, The University of Texas MD Anderson Cancer Center
8:55 AM
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A Bayesian Approach to Optimal Treatment Allocation
Saptarshi Chatterjee, Northern Illinois University; Sanjib Basu, University of Illinois At Chicago
9:35 AM
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Sparse semi-parametric generated effect modifiers
Hyung Park, Columbia University; Eva Petkova, New York University School of Medicine; Thaddeus Tarpey, Wright State University; R. Todd Ogden, Department of Biostatistics, Columbia University
9:50 AM
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New Adaptive Designs of Clinical Trial for Precision Medicine
Feifang Hu, George Washington University
10:35 AM
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Statistical Machine Learning and Precision Medicine
Michael Lawson, University of North Carolina at Chapel Hill; Michael R Kosorok, University of North Carolina at Chapel Hill
11:25 AM
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Integrative Association Analysis of Multiple Genomics Platforms
Danyu Lin, University of North Carolina
2:55 PM
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Wednesday, 08/02/2017
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From Estimates to Consequences: How Do We Make Results of Statistical Analyses Useful for Health Policy Decision Making?
Ruth Etzioni, Fred Hutchinson Cancer Research Center
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Statistical Inference in the Era of Precision Medicine- the Essential Role of Statistics for Unmet Needs in Algorithm Refinement, Diagnostics Application and Drug Development
Ruixiao Lu, Genomic Health
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Statistical Challenges in Precision Medicine: Focus on Psychiatric Genetics
Joanna Biernacka, Mayo Clinic
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Quantifying and Estimating the Predictive Accuracy for Censored Time-to-Event Data with Competing Risks
Cai Wu, University of Texas MD Anderson Cancer Center; Liang Li, University of Texas MD Anderson Cancer Center
8:50 AM
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Statistical Considerations in Clinical and Analytical Validations for Next Generation Sequencing Based GeneticTests
Jincao Wu, Food and Drug Administration; Meijuan Li, CDRH/FDA
9:35 AM
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Optimally Identify High Value Subgroups of Patients via Baseline Covariates
Florence Yong, Pfizer Inc.; Lu Tian, Stanford University
9:35 AM
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Companion Diagnostic Device Partial Bridging Study in Precision Medicine - Challenges and Methods
Yaji Xu, FDA/CDRH
10:05 AM
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New Machine Learning Tools for Discovering and Utilizing Biomarkers in Precision Medicine
Daniel Luckett, University of North Carolina at Chapel Hill; Eric Laber, North Carolina State University; Michael R Kosorok, University of North Carolina at Chapel Hill
10:55 AM
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Online Decision-Making with High-Dimensional Covariates
Hamsa Bastani, Stanford University; Mohsen Bayati, Stanford University
11:00 AM
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Evaluation of Subgroup-Specific Incremental Value of New Markers for Treatment Selection
Ying Huang, Fred Hutchinson Cancer Research Center
11:55 AM
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High-Dimensional Precision Medicine from Patient Derived Xenograft Data
Naim Rashid, University of North Carolina at Chapel Hill; Jingxiang Chen, University of North Carolina at Chapel Hill; Michael Lawson, University of North Carolina at Chapel Hill; Daniel Luckett, University of North Carolina at Chapel Hill; Longshaokan Wang, North Carolina State University; Eric Laber, North Carolina State University; Yufeng Liu, University of North Carolina; Jen Jen Yeh, University of North Carolina at Chapel Hill; Donglin Zeng, University of North Carolina; Michael R Kosorok, University of North Carolina at Chapel Hill
2:35 PM
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Thursday, 08/03/2017
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On Testing Conditional Qualitative Treatment Effects
Chengchun Shi, North Carolina State University; Wenbin Lu, North Carolina State University; Rui Song, NC State University
8:35 AM
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Robust Network Meta-Analysis: a Confidence Distribution Approach
Dungang Liu, University of Cincinnati; Guang Yang, Jet.com; Minge Xie, Rutgers University
8:35 AM
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Dynamic Prediction of Alzheimer's Disease Progression with Longitudinal Functional Joint Model
Sheng Luo, The University of Texas Health Science Center at Houston; Kan Li, The University of Texas Health Science Center at Houston
8:55 AM
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A Personalized Bayesian Information-Driven Dose-Finding Design
Ilaria Domenicano, Dana-Farber Cancer Institute/University of Rome
9:35 AM
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Multivariate Nonparametric Tolerance Regions for Determining Reference Regions in Laboratory Medicine
Derek Young, University of Kentucky; Thomas Mathew, University of Maryland, Baltimore County
11:05 AM
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Optimizing Patient Selection for Chemoprevention Through Predictive Modeling
Xi Kathy K Zhou, Weill Cornell Medical College
11:50 AM
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