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Invited Paper Session

Applications of Deep Learning in Biomedical Research

Mon, Aug 3, 8:30 AM - 10:20 AM Room CC-204B Thomas M. Menino Convention & Exhibition Center

Subharup GuhaOrganizerSubharup GuhaChair

ENAR co: International Chinese Statistical Associationco: IMS Applied

4 Presentations

Cancer Human Disease Networks (cHDNs) via Deep Learning SEER-Medicare

9:00 AM - 9:25 AM

Human disease network Deep neural network SEER-Medicare

In-Sample Evaluation of Subgroups Identified by Generic Machine Learning

9:50 AM - 10:15 AM

Xinzhou Guo (University of Michigan)

Co-authors: Shuoxun Xu, Xinzhou Guo (University of Michigan)

Asymptotically efficient Conditional m-out-of-n perturbation Model-free Nonregularity Selection bias Triple robustness

Inference on Deep Neural Networks

8:35 AM - 9:00 AM

Yi Li (University of Michigan)

Deep Neural Networks Inference Generalized Nonparametric Regression Models Ensemble

Statistical Deep Learning Strategies in Linear Mixed Models with Application to EEG Data

9:25 AM - 9:50 AM

Syed Ahmed (Brock University)

Post-Shrinkage estimation startegies under imprecise information High-dimensional Data EEG classification Statistical Learning Deep Learning model Selection

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