SDSS2026
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Refereed

CS019 Innovations in Survival & Time-to-Event Analysis

Thu, Apr 30, 10:30 AM - 12:00 PM Room Milwaukee A Hyatt Regency Milwaukee
Stephanie ShippChair
Data Science Applications

2 Presentations

A Latent State Nonparametric Model for Unobserved Recurrent Diagnosis Onset in Electronic Health Records: Case Study in Light Chain Amyloidosis Precursors
10:35 AM - 11:00 AM
Co-authors: Duo Yu, Juntian Wang (Medical College of Wisconsin), Aniko Szabo (Medical College of Wisconsin), Rodney Sparapani (Medical College of Wisconsin), Anita D’Souza (Medical College of Wisconsin), Aniko Szabo (Medical College of Wisconsin)
Recurrent eventsEHRobservational bialatent/hidden terminating eventnonparametric MLEAL amyloidosis
Regression Analysis for the Restricted Mean Duration of Response
11:00 AM - 11:25 AM
Co-authors: Michael Martens (Medical College of Wisconsin), Soyoung Kim (Medical College of Wisconsin), Michael Martens (Medical College of Wisconsin), Brent Logan (Medical College of Wisconsin), Kwang Woo Ahn (Medical College of Wisconsin)
Restricted mean duration of responseSemiparametric regressionTreatment studiesInverse probability weightingCovariate-dependent censoring
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