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Topic-Contributed Paper Session

Medical Device and Diagnostics Section Student Paper Competition Winning Papers

Tue, Aug 5, 10:30 AM - 12:20 PM Room CC-102A Music City Center

Guangxing WangOrganizerAdrijo ChakrabortyOrganizerHope KnucklesChair

Section on Medical Devices and Diagnostics co: No Additional Sponsorco: No Additional Sponsor Applied

5 Presentations

A Dirichlet-Multinomial Mixture Model for Evaluating Hospital Diagnostic Performance Accounting for Cross-Over Events

10:35 AM - 10:55 AM

Co-authors: David Newman-Toker (Johns Hopkins University), Yuxin Zhu (Johns Hopkins University)

Misdiagnosis-related harm Mixture model Electronic health records Health care improvement

Functional Principal Component Analysis for Censored Data

10:55 AM - 11:15 AM

Caitrin Murphy (Duke University)

Co-authors: Eric Laber, Brian Reich (North Carolina State University), Jake Koerner

Functional principal component analysis Scalar-on-function regression Censored functional data Censored predictors

Online Risk Monitoring of Multiple Diseases by a Dynamic Screening System

11:15 AM - 11:35 AM

Dynamic screening system Multiple diseases Multivariate longitudinal data Online process monitoring Single-index model

Tensor-on-Tensor Time Series Regression for Integrated One-step Analysis of fMRI Data

11:35 AM - 11:55 AM

Subrata Pal (Iowa State University)

Co-authors: Ranjan Maitra (Iowa State University)

functional MRI Kronecker separable models tensor decomposition tensor variate statistics

Two-step Error-controlling Classifiers

11:55 AM - 12:15 PM

Kehao Zhu (University of Washington)

Co-authors: Kehao Zhu (University of Washington), Kwun Chuen Gary Chan (University of Washington), Yingqi Zhao (Fred Hutchinson Cancer Research Center), Yingye Zheng (Fred Hutchinson Cancer Research Center)

biomarker classification sequential testing

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