Online Program Home
My Program

CC = Colorado Convention Center   H = Hyatt Regency Denver at Colorado Convention Center
* = applied session       ! = JSM meeting theme

Activity Details

653 Thu, 8/1/2019, 10:30 AM - 12:20 PM CC-712
Machine Learning and Other Statistical Methods in Clinical Trials — Contributed Papers
Biopharmaceutical Section
Chair(s): Sherlly Xie, Boston Scientific
10:35 AM Deep Neural Networks for Survival Analysis Using Pseudo Values

Dai Feng, AbbVie; Lili Zhao, University of Michigan
10:50 AM Alternatives to Logistic Regression for Detecting Treatment by Covariate Interactions with Binary Endpoints

Radha Railkar, Merck & Co., Inc.; Devan Mehrotra, Merck & Co., Inc
11:05 AM Comparison of Data Mining Methods for Signal Detection of Targeted Therapy Related Adverse Events in Breast Cancer Patients

Efstathia Polychronopoulou, UTMB; Sharon Giordano, MD Anderson Cancer Center; Lin-Na Chou, The University of Texas Medical Branch; Xiaoying Yu, UTMB; Yong-Fang Kuo, The University of Texas Medical Branch
11:20 AM Application of CART Regression in Early Discovery Efforts to Better Understand Proinsulin as Possible Therapeutic Target

Santosh Sutradhar, Merck & Co., Inc.; Geoffrey Walford, Merck & Co., Inc.; Tami Crumley, Merck & Co., Inc.; Anita Lee, Merck & Co., Inc.; Jennifer Abrams, Merck & Co., Inc.
11:35 AM Machine Learning Methods Evaluation for Small-Size Overlapping Data with Class Imbalance Issue

Guolin Zhao, Biogen Inc.; Shuo Li, Boston University,; Feng Gao, Biogen Inc.
11:50 AM Statistical Analysis and Machine Learning Using Data from Continuous Glucose Monitoring in Clinical Trials

Chen Gao, MedImmune; Yi-Ting Chang, MedImmune; Jay Zhang, MedImmune
12:05 PM Floor Discussion