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Keyword Search Criteria: Discovery returned 34 record(s)
Sunday, 07/29/2018
Symptom Clusters as a Visualization and Discovery Tool for Longitudinal Oncological Data
Stephanie Van Der Pas, Leiden University; Marta Fiocco, Leiden University
4:20 PM

DETECTING ADVERSE DRUG EFFECTS from PHARMACOVIGILANCE DATABASES
Yu Gao, University of Waterloo; Kun Liang, University of Waterloo
4:20 PM

Multivariate FDR Control for Omics Data Integration
Ali Shojaie, University of Washington; Kasra Alishahi, Sharif University of Technology; Ahmad Reza Ehyaee, Sharif University of Technology
4:25 PM

Monday, 07/30/2018
Statistical Challenges in Developing Data-Driven Discovery, Diagnosis, and Treatment of Psychiatric Diseases
Thaddeus Tarpey, Wright State University


Control of Two-Dimensional False Discovery Rate by Combining Two Univariate Multiple Testing Results with Application to Mass Spectral Data
Jaesik Jeong; Johan Lim, Seoul National University; Yongrae Kim, Seoul National University; Jong Soo Lee, University of Massachusetts


Evaluating Drug Combinations in the Discovery and Pre-Clinical Stage
Jocelyn Sendecki


Large Scale Application of Mendelian Randomization for Systematic Causal Inferences Using GWAS Summary Statistics for Drug Discovery and Development
Xing Chen, Pfizer Inc WRD
9:05 AM

Outer Node FDR Control for Gene Ontology and Other Directed Acyclic Graphs
Eugene Katsevich, Stanford University; Chiara Sabatti, Stanford University; Marina Bogomolov, Technion
9:35 AM

Empirical Bayes Estimation of Gene Expression Fold Change
Abbas Rahal, University of Ottawa; Marta Padila, University of Ottawa; David R. Bickel, University of Ottawa
10:05 AM

Resampling-Based Control of the False Discovery Rate Incorporating Shrinkage Estimation for the Covariance Matrix
Josephine Sarpong Akosa, Oklahoma State University; Melinda McCann, Oklahoma State University
10:05 AM

The Science of Data Science - Developing a Data Framework and Methods to Bring the All Data Revolution to Communities
Stephanie Shipp, Biocomplexity Institute of Virginia Tech; Sallie Keller, Social & Decisional Analytics Lab, Virginia Tech
10:35 AM

Hierarchical Mixture Modeling for Multiple Testing and Effect Size Estimation in Voxel-Level Inference of Neuroimaging Data
Ryo Emoto, Nagoya University Graduate School of Medicine; Atsushi Kawaguchi, Saga University; Hisako Yoshida, Saga University; Shigeyuki Matsui, Nagoya University
11:35 AM

Further Improvements in Local FDR Based Grouped Hypotheses Testing
Shinjini Nandi, Temple University; SANAT SARKAR, Temple University
2:05 PM

Deep Neural Network Model for Predicting Gene Activity Using Three-Dimensional Structures of Chemical Compounds
Pingzhao Hu, University of Manitoba; Md. Mohaiminul Islam, University of Manitoba; Kevin Jeffers, University of Manitoba; Andrew M Hogan , University of Manitoba; Rebecca Davis, University of Manitoba; Silvia Cardona, University of Manitoba
2:05 PM

Determine Appropriate Sample Size for a Biomarker Signature Discovery Problem Using Penalized Regression
Xiang Li, Statistics and Decision Sciences, Janssen Research & Development, LLC; Hong Tian, Janssen Pharmaceutical; Liang Xiu, Janssen Research & Development, LLC
2:20 PM

Powering Biomarker Discovery Studies for Training and Validation
Olga Demler, Harvard Medical School; Nancy R Cook, Harvard Medical School
3:35 PM

Tuesday, 07/31/2018
Preventing False Discovery of Heterogeneous Treatment Effect Subgroups in Randomized Trials
Joseph Rigdon, Stanford University; Michael Baiocchi, Stanford University; Sanjay Basu, Stanford University School of Medicine


An Ensemble RNA-Seq Differential Analysis Method for False Discovery Rate Control
Dongmei Li, University of Rochester; Ananta Paine, University of Rochester; Timothy D. Dye, University of Rochester


A Two-Stage Microbial Association Mapping Framework with Advanced FDR Control
Jiyuan Hu, New York University School of Medicine; Huilin Li, New York University; Hyunwook Koh, NYU langone medical center; Linchen He, NYU langone medical center; Martin Blaser, New York University School of Medicine


Determine Appropriate Sample Size for a Biomarker Signature Discovery Problem Using Penalized Regression
Xiang Li, Statistics and Decision Sciences, Janssen Research & Development, LLC; Hong Tian, Janssen Pharmaceutical; Liang Xiu, Janssen Research & Development, LLC


An Ensemble RNA-Seq Differential Analysis Method for False Discovery Rate Control
Dongmei Li, University of Rochester; Ananta Paine, University of Rochester; Timothy D. Dye, University of Rochester
9:20 AM

A Two-Stage Microbial Association Mapping Framework with Advanced FDR Control
Jiyuan Hu, New York University School of Medicine; Huilin Li, New York University; Hyunwook Koh, NYU langone medical center; Linchen He, NYU langone medical center; Martin Blaser, New York University School of Medicine
9:30 AM

Big Data Analysis Points Toward New Cancer Therapeutic Discovery Approach
Bin Chen, UCSF
10:35 AM

The Reduced PC-Algorithm: Improved Causal Structure Learning in Large Random Networks
Arjun Sondhi, University of Washington; Ali Shojaie, University of Washington
10:35 AM

Multidimensional Monotonicity Discovery with MBART
Edward George, Wharton, University of Pennsylvania; Robert McCulloch, Arizona State University; Hugh Chipman, Acadia University; Tom Shively, University of Texas at Austin
11:05 AM

Robust estimation in the presence of deviations from linearity in small domain models
Julie Gershunskaya, U.S. Bureau of Labor Statistics; Terrance Savitsky, Bureau of Labor Statistics
11:10 AM

Change-Detection-Assisted Multiple Testing for Spatiotemporal Data
Lilun Du, HKUST; Yunlong Wang, Nankai University; Changliang Zou, Nankai University; Zhaojun Wang, Nankai University
2:05 PM

Probabilistic K-Mean with Local Alignment for Functional Motif Discovery
Marzia A Cremona, The Pennsylvania State University; Francesca Chiaromonte, The Pennsylvania State University
2:05 PM

Wednesday, 08/01/2018
A Hierarchical, Multiple-Testing Framework for High-Dimensional Data Analysis and Application to Flow Cytometry
John Pura


Two-Sample Tests for High-Dimensional Linear Regression with an Application to Detecting Interactions
Tianxi Cai, Harvard T.H. Chan School of Public Health; Yin Xia, Fudan University; Tianwen Cai, University of Pennsylvania
10:35 AM

Manifold Learning for Network Inference
Mingyue Gao, The Johns Hopkins University; Carey E Priebe, Johns Hopkins University; Minh Tang, Johns Hopkins University
10:35 AM

Probabilistic Programming with Non-Parametric Bayesian Model Discovery in BayesDB
Vikash Mansinghka; Feras Saad, MIT
11:35 AM

Thursday, 08/02/2018
A New Direction for Health Policy Decisions Based on Subgroup Discovery: The Cost-Effectiveness Determination Curve
Andrew Justin Spieker, University of Pennsylvania; Jason Roy, University of Pennsylvania; Nandita Mitra, University of Pennsylvania
8:50 AM

Adjusting for Handling Effects in Microarray Data for Prognostic Biomarker Discovery and Survival Risk Prediction
Ai Ni, Memorial Sloan Kettering Cancer Center; Mengling Liu, New York University; Li-Xuan Qin, Memorial Sloan Kettering Cancer Center
9:05 AM