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Keyword Search Criteria: Subgroup Analysis returned 14 record(s)
Monday, 07/30/2018
Learning Individualized Treatment Rules from Electronic Health Records Data
Yuanjia Wang, Columbia University
9:00 AM

Tuesday, 07/31/2018
Performance Comparison of Post-Hoc Subgroup Search Algorithms for Clinical Trials
Victor Talisa, University of Pittsburgh; (Joyce) Chung-Chou H. Chang, University of Pittsburgh


A Machine Learning (ML) Approach to Prognostic and Predictive Covariate Identification for Subgroup Analysis and Hypotheses Generation
David A James, Novartis


Performance Comparison of Post-Hoc Subgroup Search Algorithms for Clinical Trials
Victor Talisa, University of Pittsburgh; (Joyce) Chung-Chou H. Chang, University of Pittsburgh
9:40 AM

Individualized Treatment Effects with Censored Data via Fully Nonparametric Bayesian Accelerated Failure Time Models
Nicholas Henderson, Johns Hopkins University
11:35 AM

A Machine Learning (ML) Approach to Prognostic and Predictive Covariate Identification for Subgroup Analysis and Hypotheses Generation
David A James, Novartis
11:35 AM

Wednesday, 08/01/2018
Treatment Effect Estimation in Subgroups: a Comparative Study
Weihua Cao, Novartis Pharmaceutical Corp; Bjoern Holzhauer, Novartis Pharma AG; Steffen Ballerstedt, Novartis Pharma AG; Dong Xi, Novartis Pharmaceuticals; Ieuan Jones, Novartis Pharma AG


Subgroup Selection in Adaptive Signature Designs of Confirmatory Clinical Trials
Zhiwei Zhang, University of California at Riverside
8:35 AM

Treatment Effect Estimation in Subgroups: a Comparative Study
Weihua Cao, Novartis Pharmaceutical Corp; Bjoern Holzhauer, Novartis Pharma AG; Steffen Ballerstedt, Novartis Pharma AG; Dong Xi, Novartis Pharmaceuticals; Ieuan Jones, Novartis Pharma AG
8:50 AM

A Case Study of Adaptive Seamless Design with Subpopulation Selection in Oncology
Rui Qin, Janssen Pharmaceutical R&D
8:55 AM

Thursday, 08/02/2018
Bayesian Variable Selection in Subgroup Analysis
Juan Shen, Fudan University; Naveen Naidu Narisetty, University of Illinois at Urbana Champaign; Xuming He, University of Michigan
9:25 AM

Quantitative Assessment of Risk with Subgroup Pursuit in Clinical Trials
Xinzhou Guo, University of Michigan; Xuming He, University of Michigan
10:35 AM

Bias-Corrected Estimation of Treatment Effects in Biomarker-Based Adaptive Subgroup Analysis: New Approach Based on Randomized Tests with Smooth Rejection Function
Kiichiro Toyoizumi, Shionogi Inc.; Shigeyuki Matsui, Nagoya University
11:05 AM

Practical Considerations of Subgroups Quantification, Selection and Adaptive Enrichment in Confirmatory Trials
Jianchang Lin, Takeda Pharmaceuticals; Rachael Liu, Takeda Pharmaceuticals ; Veronica Bunn, Florida State University
11:20 AM