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: Disease returned 93 record(s)
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Sunday, 07/30/2017
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Statistical Methods for Developing Cost-Effective Biomarker Combinations for Disease Diagnosis and Prognosis
Aasthaa Bansal, University of Washington; Patrick Heagerty, University of Washington; Lotte Steuten, Fred Hutchinson Cancer Research Center
2:55 PM
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Respiratory Disease Diagnosis for Dolphin using Breath Data
Chinh Lai, Texas A&M University - Corpus Christi; Lei Jin, Texas A&M University -Corpus Christi; Andreas Fahlman, Fundación Oceanogràfic de la Comunitat Valenciana
3:05 PM
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Bayesian Phylodynamic Inference for Infectious Disease Dynamics Using the Linear Noise Approximation
Mingwei Tang, Department of Statistics, University of Washington; Vladimir Minin, University of Washington
3:05 PM
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Evaluating Particle Filtering Methods for Complex Multi-Pathogen Disease Systems
Xi Meng, University of Massachusetts Amherst; Nicholas G. Reich, University of Massachusetts Amherst
3:20 PM
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Linking a Dose-Response Model to Observed Infection to Describe Spatial-Temporal Patterns in a Q Fever Outbreak
Lance A. Waller, Emory University; John Brooke, St. Jude Children's Research Hospital; Peter Teunis, RIVM; Mirjam Kretzschmar, Julius Center for Health Sciences and Primary Care
4:05 PM
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The Effects of White Matter Disease on the Automated Brain Segmentation in an Alzheimer's Disease Population
Dana Tudorascu; Helmet Karim, University of Pittsburgh; Lea Alhilali, Barrow Neurological Institute, ; Oscar Lopez, University of Pittsburgh; Howard Aizenstein, University of Pittsburgh; Bill Klunk, University of Pittsburgh; Ciprian M Crainiceanu, Johns Hopkins University
4:05 PM
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Latent Dirichlet Allocation Topic Models Applied to the Centers for Disease Control and Prevention's Grant Portfolio
Matthew Eblen, Centers for Disease Control and Prevention; Robin Wagner, Centers for Disease Control and Prevention
4:05 PM
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What Happens Before Cognitive Impairment? Brain Aging Revealed by Neuroimaging.
Laurel Beckett; Teresa Filshtein, University of California, Davis; Cathy Wang, Harvard University, Dept of Biostatistics
4:25 PM
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Using Longitudinal Biomarker Data to Dynamically Predict Time to Disease Progression
Xuelin Huang, M D Anderson Cancer Center; Fangrong Yan, China Pharmaceutical Univeristy; Ruosha Li, University of Texas Health Science Center at Houston; Jing Ning, University of Texas MD Anderson Cancer Center; Xiao Lin, China Pharmaceutical University/MD Anderson Cancer Center
4:30 PM
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Large Scale Multivariate CAR Modeling
Robert Lund, Clemson University; Christopher McMahan, Clemson University; Yan Liu, Clemson University
4:30 PM
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A Non-Parametric Bayesian Approach for Indictor Kriging and Its Application in Disease Etiology
Nong Shang, CDC
4:35 PM
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Integrating Multiple-Domain Rules for Disease Classi fication: With Application to Developing Criteria Sets for Mental Disorders
Christine Mauro, Columbia University; M. Katherine Shear, Columbia University; Yuanjia Wang , Columbia University
4:50 PM
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Comparing Algorithmic Alerts Using Provisional Case Counts to Alerts Using Finalized Data--National Notifiable Diseases Surveillance System
Hong Zhou, CDC; Howard Burkom, Johns Hopkins Applied Physics Laboratory; Ruth Jajosky, Centers for Disease Control and Prevention; Tara Strine, Centers for Disease Control and Prevention
5:05 PM
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Estimating Initial Conditions of Disease Outbreak from Temporally Sparse Data
Trevor Hefley, Kansas State University
5:20 PM
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Monday, 07/31/2017
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Joint Modeling of Longitudinal Trajectories and Censoring Mechanism Using Shared Latent Random Variables
Miran Jaffa, American University of Beirut; Ayad A Jaffa, American University of Beirut
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How Can Disease Progression Modeling Help Us Build Better Clinical Trials?
Melanie Quintana, Berry Consultants
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Using an Onset-Anchored Bayesian Hierarchical Model to Improve Predictions for Amyotrophic Lateral Sclerosis Disease Progression
Alex Karanevich
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Dynamic Prediction of Acute Graft-Versus-Host Disease (AGVHD) Using Longitudinal Biomarkers
Yumeng Li
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Semiparametric Bayesian Regression for Multivariate Skewed Responses
Apurva Bhingare
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Time-to-event analysis when the event of interest is defined on a finite time interval and is subject to a competing risk
Catherine Lee; Sebastien Haneuse, TE-Harvard T.H. Chan School of Public Health
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Methodologies for Clinical Trials Using Historical Control
Yeh-Fong Chen, US Food and Drug Administration
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Estimating Vaccine Effects in Longitudinal Studies of Interconnected Populations
Forrest W Crawford, Yale School of Public Health
8:55 AM
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Exploring the Cognitive Endpoints in Alzheimer's Disease Cohort Data Using Item Response Theory Models
Xu Shu, Novartis
8:55 AM
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Semiparametric Bayesian Regression for Multivariate Skewed Responses
Apurva Bhingare
9:20 AM
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Estimation of Causal Effects in Randomized Trials of Infectious Disease Prevention with General Interference
Nicole Bohme Carnegie, University of Wisconsin-Milwaukee
9:35 AM
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SVM-CART for Disease Classification
Evan Reynolds, University of Michigan; Mousumi Banerjee, University of Michigan; Brian Callaghan, University of Michigan
9:35 AM
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Issues Related to Statistical Validation of Minimal Residual Disease as a Surrogate Endpoint for Clinical Trials and Drug Approvals in AML
Liang Xiu, Janssen Research and Development; Rianka Bhattacharya, Janssen Research and Development; Jianan Hui, University of California, Riverside; Hong Tian, Janssen Research and Development
9:50 AM
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Evaluating Sex-Based Differences in the Relationship Between Hypertension and CVD Risk: a Meta-Analysis of US-Based Studies
Nysia George, US FDA, National Center for Toxicological Research; Karen Hicks, Center for Drug Evaluation and Research, FDA; Ching-Wei Chang, Genentech, Inc.; Yu-Chung Wei, Department of Statistics, Feng Chia University
9:50 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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Methodologies for Clinical Trials Using Historical Control
Yeh-Fong Chen, US Food and Drug Administration
10:55 AM
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West African Ebola, Zika in the Americas and Direct Likelihood-Based Inference for Stochastic Compartmental Models
Marc A. Suchard, University of California, Los Angeles
11:00 AM
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Gene-Based Association Testing of Dichotomous Traits with Generalized Functional Linear Mixed Models Using Extended Pedigrees
Ruzong Fan; Yingda Jiang, University of Pittsburgh; Chi-yang Chiu, NIH; Momiao Xiong, University of Texas; Christopher I Amos, Geisel School of Medicine at Dartmouth; Daniel Weeks, University of Pittsburgh; Richard John Cook, University of Waterloo; M'Hamed Lajimi Lakhal-Chaieb, Université Laval; Qi Yan, Division of Pulmonary Medicine, Allergy and Immunology, Children's Hospital of Pittsburgh ; Wei Chen, University of Pittsburgh; Michael B. Gorin, UCLA; Yvette P. Conley, University of Pittsburgh; Alexander F. Wilson, NIH; Joan Bailey-Wilson, NIH; McMahon Francis, NIH
11:35 AM
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Assessment of Utility of Total Kidney Volume for Trial Enrichment
John Lawrence
11:35 AM
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Time-to-event analysis when the event of interest is defined on a finite time interval and is subject to a competing risk
Catherine Lee; Sebastien Haneuse, TE-Harvard T.H. Chan School of Public Health
11:55 AM
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Individual Level Infectious Disease Models Incorporating Aggregate Level Spatial Structure
Rob Deardon, University of Calgary; MD Mahsin, University of Calgary
2:25 PM
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Dynamic Prediction of End-Stage Renal Disease Using Longitudinal Biomarkers in a Cohort Study of Chronic Kidney Disease
Liang Li, University of Texas MD Anderson Cancer Center
2:25 PM
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Personalizing Early Detection for Alzheimer's Disease: Biomarker Assessment in the Absence of a Gold Standard
Zheyu Wang, Johns Hopkins University; Yanxun Xu, Johns Hopkins University; Marilyn Albert, Johns Hopkins University
2:45 PM
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ASID: A Bayesian Adaptive Subgroup-Identification Enrichment Design
Florica Constantine, Johns Hopkins University; Yanxun Xu, Johns Hopkins University; Yili L Pritchett, MedImmune; Zhilin Jin, Johns Hopkins University
2:50 PM
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Alzheimer's Intervention Case Study: Patient Preferences and Benefit-Risk Tradeoffs in Interception of Alzheimer's Disease
Rachael L. DiSantostefano, Janssen R&D; Shelby Reed, Duke University; Reed Johnson, Duke University; Jui-Chen Yang, Duke University; Johannes Streffer, Janssen R&D; Bennett Levitan, Janssen R&D
3:05 PM
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Accelerated Failure Time Models for Semi-Competing Risks Data in the Presence of Complex Censoring
Sebastien Haneuse, TE-Harvard T.H. Chan School of Public Health; Kyu Ha Lee, The Forsyth Institute
3:05 PM
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A Flexible Joint Longitudinal-Survival Model for a Simultaneous Modeling of Multiple Longitudinal Biomarkers
Sepehr Akhavan Masouleh, UC Irvine; Babak Shahbaba, University of California, Irvine; Alexander Vandenberg-Rodes, UC Irvine; Daniel L. Gillen, University of California, Irvine
3:25 PM
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Tuesday, 08/01/2017
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Advances and Challenges in Disease Surveillance
Ronald Fricker, Virginia Tech
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Testing HWE on Controls: Is it Justifiable?
Virginia Ma, Columbus Academy
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Evaluating Paired Categorical Data When the Pairing Is Lost
Robert Neal Montgomery, The University of Kansas Medical Center; Amber Watts, The University of Kansas; Nicole Burns, The University of Kansas; Eric Vidoni, The University of Kansas Medical Center; Jonathan Mahnken, The University of Kansas Medical Center
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Joint Modeling of Multiple Longitudinal Ordinal Outcomes and Competing Risks: An Application to Parkinson's Disease Study
Jun Zhang, UT Health Science Cener; Shen Luo, UT School of Public Health
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Bayesian Hierarchical Reporting Delay Model in Infectious Disease Forecasting
Krzysztof Sakrejda, University of Massachusetts - Amherst; Nicholas G. Reich, University of Massachusetts Amherst; Stephen Lauer, University of Massachusetts - Amherst
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Statistical Considerations in Delayed-Start Design to Demonstrate Disease Modification Effect in Neurodegenerative Disorders
Jun Zhao, AbbVie Inc.; Deli Wang, AbbVie, Inc.; Weining Z Robieson, AbbVie Inc.
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Risk Ratios and Regression Estimates Under Contagion
Olga Morozova, Yale University; Theodore Cohen, Yale University; Forrest W Crawford, Yale School of Public Health
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Estimating and Comparing Cancer Progression Risks Under Varying Surveillance Protocols
Jane Lange, Fred Hutchinson Cancer Research Center; Ruth Etzioni, Fred Hutchinson Cancer Research Center
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Model Averaging for Probabilistic Time Series Forecasts
Evan L. Ray, University of Massachusetts, Amherst; Nicholas G. Reich, University of Massachusetts Amherst
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Sample Size for Joint Testing Cause-Specific Hazard and Overall Hazard in the Presence of Competing Risks
Qing Yang, Duke University; Gang Li, University of California, Los Angeles
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Sample Size for Joint Testing Cause-Specific Hazard and Overall Hazard in the Presence of Competing Risks
Qing Yang, Duke University; Gang Li, University of California, Los Angeles
8:40 AM
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Risk Screening for Alzheimer's Disease Progression with Volume Under the ROC Surface
Yu Cheng, University of Pittsburgh Department of Statistics
9:15 AM
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Risk Ratios and Regression Estimates Under Contagion
Olga Morozova, Yale University; Theodore Cohen, Yale University; Forrest W Crawford, Yale School of Public Health
9:30 AM
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Larry Cox's Contributions at the U.S. Centers for Disease Control (CDC) and Prevention, National Center for Health Statistics (NCHS),
Joe Fred Gonzalez, Jr., CDC, National Center for Health Statistics
9:35 AM
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A Distributed Analysis Method for Detecting Genetic Interactions for Complex Diseases in Large Research Consortia
Yulun Liu, University of Pennsylvania; Jing Huang, University of Pennsylvania; Elisabetta Manduchi, University of Pennsylvania; Paul Scheet, The University of Texas MD Anderson Cancer Center; Jason Moore, University of Pennsylvania; Yong Chen, University of Pennsylvania
9:35 AM
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Statistical Considerations in Delayed-Start Design to Demonstrate Disease Modification Effect in Neurodegenerative Disorders
Jun Zhao, AbbVie Inc.; Deli Wang, AbbVie, Inc.; Weining Z Robieson, AbbVie Inc.
9:40 AM
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Estimating and Comparing Cancer Progression Risks Under Varying Surveillance Protocols
Jane Lange, Fred Hutchinson Cancer Research Center; Ruth Etzioni, Fred Hutchinson Cancer Research Center
9:45 AM
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Dynamic Predictions in Bayesian Functional Joint Models for Longitudinal and Time-To-Event Data: An Application to Alzheimer's Disease
Kan Li, The University of Texas Health Science Center at Houston ; Sheng Luo, The University of Texas Health Science Center at Houston
9:50 AM
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Model Averaging for Probabilistic Time Series Forecasts
Evan L. Ray, University of Massachusetts, Amherst; Nicholas G. Reich, University of Massachusetts Amherst
10:10 AM
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Bayesian Epidemic Compartmental Model for an Infectious Disease with Multiple Transition Paths: Analyzing Visceral Leishmaniasis in Brazil
Marie Ozanne, University of Iowa; Jacob Oleson, University of Iowa; Grant Brown, University of Iowa
10:50 AM
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Dissecting Genetic Architecture of Complex Diseases Through Integrated Genomic Analysis
Hongyu Zhao, Yale University
10:55 AM
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The Use of Small N Sequential Multiple Assignment Randomized Trials (SnSMART) in Rare Disease Research
Roy N Tamura, University of South Florida ; Kelley M Kidwell, University of Michigan; Boxian Wei, University of Michigan ; Thomas Braun, University of Michigan
11:00 AM
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Statistical Considerations for an Adaptive Design for a Serious Rare Disease
Gary R Cutter, UAB School of Public Heatlh Department of Biostatistics
11:25 AM
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Polygenic Risk Modeling Techniques to Incorporate LD, Functional Annotations of SNPs And/Or Multiple Phenotypic Information Using Genome-Wide Association Study Summary-Level Data
Ting-Huei Chen, Université Laval; Nilanjan Chatterjee, Johns Hopkins University; Jianxin Shi, National Cancer Institute
11:35 AM
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Cerebrospinal Fluid Biomarker Signature in Alzheimer's Disease Genetic Association Landscape by Functional Linear Models.
Olga Vsevolozhskaya; Ilai Keren, Washington Department of Fish and Wildlife; David Fardo, University of Kentucky; Dmitri Zaykin, NIH/NIEHS
11:35 AM
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Spatial Small Area Smoothing Models for Handling Survey Data with Nonresponse
Kevin Watjou, Hasselt University; Christel Faes, University Hasselt; Russell S. Kirby, College of Public Health, University of South Florida; Andrew Lawson, Department of Public Health Sciences, Medical University of South Carolina; Rachel Carroll, National Institute of Environmental Health Sciences; Mehreteab Aregay, Department of Public Health Sciences, Medical University of South Carolina; Yannick Vandendijck, University Hasselt
2:05 PM
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Mixture Models for Left- and Interval-Censored Data: Applications to a Cancer Screening Cohort Assembled from Electronic Health Records
Li Cheung, National Cancer Institute; Qing Pan, George Washington University; Noorie Hyun, National Cancer Institute; Mark Schiffman, National Cancer Institute; Barbara Fetterman, Kaiser Permanente Northern California; Philip Castle, Albert Einstein School of Medicine; Thomas Lorey, Kaiser Permanente Northern California; Hormuzd Katki, National Cancer Institute
3:20 PM
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Wednesday, 08/02/2017
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Statistical Considerations for Rare Disease Clinical Development
Yang Song, Vertex Pharmaceuticals
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Efficient Statistical Methods for Association Studies with Dense Genotypes and Family History of Disease
Annie Lee, Columbia University; Yuanjia Wang , Columbia University
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Meta-Analysis of Population Heterogeneity in the IBD Gut Microbiome
Siyuan Ma; Curtis Huttenhower, Harvard T.H. Chan School of Public Health
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Effect Modifications of Blood Lead-Cardiovascular Disease Mortality Association by Time-Related Factors Studied Using NHANES Linked Mortality Files
Yutaka Aoki, National Center for Health Statistics; Jennifer Parker, National Center for Health Statistics
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Efficient Statistical Methods for Association Studies with Dense Genotypes and Family History of Disease
Annie Lee, Columbia University; Yuanjia Wang , Columbia University
9:00 AM
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Balancing Bias, Precision, and Sample Size Recovered in Determining a Practical Missing Data Imputation Approach
Laney Light; Frost Hubbard, IMPAQ International, LLC; Katherine Harris, IMPAQ International, LLC
9:20 AM
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Calibration and Evaluation of Agent-Based Models for Disease Modeling
Shannon Gallagher, Carnegie Mellon; Sam Ventura, Carnegie Mellon University; William F Eddy, Carnegie Mellon University, Department of Statistics
9:35 AM
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Meta-Analysis of Population Heterogeneity in the IBD Gut Microbiome
Siyuan Ma; Curtis Huttenhower, Harvard T.H. Chan School of Public Health
9:45 AM
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Accounting for Genetics in Biomarker-Disease Association Studies: Lessons Learned from Lung Disease
Katerina Kechris, University of Colorado Anschutz Medical Campus; Wei Sun, Fred Hutchinson Cancer Research Center; Sean Jacobson, National Jewish Health; Wanda O'Neal, University of North Carolina at Chapel Hill; Russell Bowler, National Jewish Health
9:50 AM
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Effect Modifications of Blood Lead-Cardiovascular Disease Mortality Association by Time-Related Factors Studied Using NHANES Linked Mortality Files
Yutaka Aoki, National Center for Health Statistics; Jennifer Parker, National Center for Health Statistics
10:05 AM
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Estimation of ROC Curve with Multiple Types of Missing Gold Standard
Danping Liu, National Institutes of Health; Xiao-Hua Zhou, University of Washington
11:15 AM
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Measuring Severity of a Relapsing Disease: Non-Parametric Estimator Combining Recurrence of Events and Event-Duration
Sudipta Bhattacharya, AstraZeneca
11:35 AM
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Statistical Rare Variants Analysis by Integrating Biological Annotations with Applications to Autism Spectrum Disorder Disease
Shengtong Han, University of Chicago; Nicholas Knoblauch, University of Chicago; Yubin Xie, University of Chicago; Yuwen Liu, University of Chicago; Kathryn Roeder, Carnegie Mellon University; Xin He, University of Chicago
11:50 AM
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Innovative Uses of Administrative Data: Analysis of Medicare Beneficiaries with Sickle Cell Disease
Shondelle Wilson-Frederick, CMS Office of Minority Health; Carla Hodge, CMS Office of Minority Health
12:05 PM
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Testing for Genetic Association in Case-Control Studies Incorporating Multivariate Disease Characteristics
Haoyu Zhang, Johns Hopkins Bloomberg SPH; Thomas U. Ahearn, National Cancer Institute Division of Cancer Epidemiology & Genetics; Montserrat García-Closas, National Cancer Institute Division of Cancer Epidemiology & Genetics; Nilanjan Chatterjee, Johns Hopkins University
2:25 PM
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Batch Effects Correction with Unknown Subtypes
Xiangyu Luo, The Chinese University of Hong Kong; Yingying Wei, The Chinese University of Hong Kong
2:35 PM
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Population Based Genetic Association Study for Two Correlated Complex Diseases with Binary Disease Status and an Underlying Pleiotropic Gene
Vishal Midya, Penn State College of Medicine
3:35 PM
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Thursday, 08/03/2017
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Bayesian Geostatistical Modeling for MRSA Incidence Estimates
Yi Mu, Centers for Disease Control and Prevention
8:35 AM
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Instrumental Variable Restrictive Mean Survival Time Models
Xin Wang, University of Michigan; Douglas Earl Schaubel, University of Michigan
8:50 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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Decision Making in Hierarchical Multi-Label Classification (HMC) Problems with Applications to Disease Diagnosis
Haiyan Huang, Univ of California at Berkeley
8:55 AM
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Bayesian Approach for Managing Microbial Risks from Wastewater Reuse for Irrigation
Ram Kafle, Sam Houston State University
9:20 AM
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A Three-Groups Bayesian Approach to Identifying Beneficial and Deleterious Genes with Applications to Parkinson's Disease
Daisy Philtron, The Pennsylvania State University; Benjamin A Shaby, Penn State University
10:05 AM
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Dynamic Landmark Prediction and Model Selection for Genetic Mixture Models
Tanya Garcia, Texas A&M University; Layla Parast, RAND Corporation
11:00 AM
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Joint Modeling of Genetically Correlated Diseases and Functional Annotations Increases Accuracy of Polygenic Risk Prediction
Yiming Hu, Yale University; Qiongshi Lu, Yale University; Wei Liu, Peking University; Yuhua Zhang, Shanghai Jiao Tong University; Mo Li, Yale University; Hongyu Zhao, Yale University
11:50 AM
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