09:15am - 09:30am | Registration | |
09:30am | Morning Session Chair: Weng Kee Wong, University of California, Los Angeles, USA | |
09:30am - 10:30am | Bayesian adaptive designs in the era of personalized medicine-promise and progress (PDF) | J. Jack Lee The University of Texas MD Anderson Cancer Center, USA |
10:30am - 10:45am | --- Group Photo & Coffee Break --- | |
10:45am - 11:45am | Treatment recommendation and parameter estimation under single-index contrast function (PDF) | Menggang Yu University of Wisconsin-Madison, USA |
11:45am - 01:00pm | --- Lunch Break --- | |
01:00pm | Afternoon Session Chair: Xiaogang Su, University of Texas at El Paso, USA | |
01:00pm - 02:00pm | The utility of adaptive enrichment designs in the era of developing personalized medicine (PDF) | Yili Pritchett MedImmune, USA |
02:00pm - 02:15pm | --- Coffee Break --- | |
02:15pm - 03:15pm | Optimal combination of multiple markers and applications to survival data with disease-free sampling (PDF) | Mei-Cheng Wang Johns Hopkins University, USA |
03:15pm - 03:30pm | --- Coffee Break --- | |
03:30pm - 04:30pm | Multi-loci association test in genetic association study using similarity between individuals (PDF) | Indranil Mukhopadhyay Indian Statistical Institute, India |
09:15am - 09:30am | Registration | |
09:30am | Morning Session Chair: James J Chen, University of Arkansas for Medical Science, USA | |
09:30am - 10:30am | Generalizing treatment strategies from randomized trials to target populations (PDF) | Yingqi Zhao Fred Hutchinson Cancer Research Center, USA |
10:30am - 10:45am | --- Coffee Break --- | |
10:45am - 11:45am | Accounting for selection bias in high-throughput experiments (PDF) | Noah Simon University of Washington, USA |
11:45am - 01:15pm | Lunch at Chilli Padi Nonya Cafe (Volunteer and self paid) Address: 29 Heng Mui Keng Terrace, #06-21 (Ground Level), Singapore 119620 | |
01:15pm | Afternoon Session Chair: Bee Choo Tai, National University of Singapore, Singapore | |
01:15pm - 02:15pm | Multiplicity issues in exploratory subgroup analysis (PDF) | Alex Dmitrienko Mediana, Inc., USA |
02:15pm - 03:15pm | Individualized multi-directional variable selection (PDF) | Annie Qu University of Illinois, USA |
03:15pm | Excursion to Gardens by the Bay Address: 18 Marina Gardens Drive, Singapore 018953 |
09:15am - 09:30am | Registration | |
09:30am | Morning Session Chair: Menggang Yu, University of Wisconsin-Madison, USA | |
09:30am - 10:30am | Random forests of interaction trees for estimating individualized treatment effects in randomized trials (PDF) | Xiaogang Su University of Texas at El Paso, USA |
10:30am - 10:45am | --- Coffee Break --- | |
10:45am - 11:45am | Innovative methods for the identification of predictive biomarker signatures in oncology (PDF) | Lu Tian Stanford University, USA |
11:45am - 01:30pm | --- Lunch Reception at DSAP --- | |
01:30pm | Venue: Blk S16, S16-06-118, DSAP Seminar Room, Department of Statistics & Applied Probability Faculty of Science, NUS Afternoon Session Chair: Jialiang Li, National University of Singapore, Singapore | |
01:30pm - 02:30pm | Opportunities of statistics for precision medicine in drug development (PDF) | Ivan S.F. Chan AbbVie, USA |
02:30pm - 02:45pm | --- Coffee Break --- | |
02:45pm - 03:45pm | A regression tree method for subgroup identification of differential treatment effects (PDF) | Wei-Yin Loh University of Wisconsin-Madison, USA |
03:45pm - 04:00pm | --- Coffee Break --- | |
04:00pm - 05:00pm | Depth regression with application to functional data (PDF) | Probal Chaudhuri Indian Statistical Institute, India |
09:15am - 09:30am | Registration | |
09:30am | Morning Session Chair: Annie Qu, University of Illinois, USA | |
09:30am - 10:30am | Integrative analysis for incorporating the microbiome to improve precision medicine (PDF) | Hongzhe Li University of Pennsylvania, USA |
10:30am - 10:45am | --- Coffee Break --- | |
10:45am - 11:45am | Bayesian additive decision trees of biomarker-by treatment interactions for predictive biomarkers detection and subgroup identification (PDF) | Wei Zheng Comprehend Information and Technology Ltd, China |
11:45am - 01:00pm | --- Lunch Break --- | |
01:00pm | Afternoon Session Chair: Alex Dmitrienko, Mediana, Inc., USA | |
01:00pm - 02:00pm | Biomarker-based subgroup selection for treatment assignment (PDF) | James J Chen University of Arkansas for Medical Science, USA |
02:00pm - 02:15pm | --- Coffee Break --- | |
02:15pm - 03:15pm | Subgroup identification for personalized medicine (PDF) | Lei Shen Eli Lilly and Company, USA |
03:15pm - 03:30pm | --- Coffee Break --- | |
03:30pm - 04:30pm | Interaction-based predictive learning for the genetic etiology of complex diseases (PDF) | Tian Zheng Columbia University, USA |
09:15am - 09:30am | Registration | |
09:30am | Morning Session Chair: Hongzhe Li, University of Pennsylvania, USA | |
09:30am - 10:30am | Optimizing personalized treatment in dose ranging study (PDF) | Xiwen Ma Sanofi, France |
10:30am - 10:45am | --- Coffee Break --- | |
10:45am - 11:45am | Classification with ultrahigh-dimensional features (PDF) | Yi Li University of Michigan, USA |