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233 * ! Wed, 8/11/2021, 10:00 AM - 11:50 AM Virtual
Evaluating Individualized Predictions of Risk and Benefit for Clinical Use — Topic-Contributed Papers
WNAR, Biometrics Section, ENAR
Organizer(s): Hormuzd Katki, National Cancer Institute
Chair(s): Debamita Kundu, NIH/NCI
10:05 AM Model-Based ROC (MROC) Curve: Examining the Effect of Case-Mix and Model Calibration on the ROC Plot
Mohsen Sadatsafavi, The University of British Columbia ; Paramita Saha-Chaudhuri, University of Vermont; John Petkau, The University of British Columbia
10:25 AM Moving from Individualized Risk-Based Prevention to Benefit-Based Prevention: Estimating Individualized Life-Years Gained from Prevention Services
Li C Cheung, US National Cancer Institute; Anil Chaturvedi, National Cancer Institute; Hormuzd Katki, National Cancer Institute
10:45 AM Using Stochastic Orders to Evaluate Performance of Predictive Models: Intransitivity, Area Under the ROC, and Strength of Stochastic Order Relationships
Olga Demler, Harvard University
10:55 AM Discussant: Gene Pennello, FDA
11:25 AM Floor Discussion