Challenges and Insights of Biomarker Development in the New Age

Mon, Aug 5, 10:30 AM - 12:20 PM

Seth SlettedahlOrganizerDouglas MahoneyChair

Section on Medical Devices and Diagnostics

5 Presentations

Biomarker Combinations via Direct Maximization: Adjusted AUC and Sensitivity

10:35 AM - 10:55 AM

Allison Meisner (Fred Hutchinson Cancer Center)

Evaluating biomarkers to predict CNS relapse in DLBCL

10:55 AM - 11:15 AM

Venkatraman Seshan (MSKCC)

Identifying Predictive Combinations of Biomarkers for Early Cancer Detection with Stability Selection in Combination with Ensemble Learning

11:15 AM - 11:35 AM

Apu Chandra Das (University of Nebraska Medical Center)

Co-authors: Ran Dai (University of Nebraska Medical Center), Maneesh Jain (University of Nebraska Medical Center), Surinder Batra (University of Nebraska Medical Center), Randall Brand (University of Pittsburgh Medical Center), Anna Lokshin (University of Pittsburgh Cancer Institute), Lynette Smith (University of Nebraska Medical Center)

Personalized statistical learning algorithms to improve the early detection of cancer using longitudinal biomarkers

11:35 AM - 11:55 AM

Nabihah Tayob (Dana-Farber Cancer Institute)

Screening test sensitivity for novel cancer biomarkers: Measures and biases

11:55 AM - 12:15 PM

Jane Lange