Institute for Mathematical Sciences Event Archive

Workshop on Perspectives and Analysis Methods for Personalized Medicine

(10-14 July 2017)

Venue: IMS Auditorium
Venue: Department of Statistics and Applied Probability Seminar Room, NUS (Block S16, #06-118, 6 Science Drive 2) (5 & 12 July 2017, Afternoon Session)
PDF Abstracts

Monday, 10 Jul 2017

09:15am - 09:30amRegistration
09:30amMorning 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 ---
01:00pmAfternoon 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

Tuesday, 11 Jul 2017

09:15am - 09:30amRegistration
09:30amMorning 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 - 01:15pmLunch at Chilli Padi Nonya Cafe (Volunteer and self paid)
Address: 29 Heng Mui Keng Terrace, #06-21 (Ground Level), Singapore 119620
01:15pmAfternoon 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
03:15pmExcursion to Gardens by the Bay
Address: 18 Marina Gardens Drive, Singapore 018953

Wednesday, 12 Jul 2017

09:15am - 09:30amRegistration
09:30amMorning 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 ---
01:30pmVenue: 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

Thursday, 13 Jul 2017

09:15am - 09:30amRegistration
09:30amMorning 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 ---
01:00pmAfternoon 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

Friday, 14 Jul 2017

09:15am - 09:30amRegistration
09:30amMorning 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