Challenges in the Development of Robust Clinical Classifiers from High-Dimensional Data

Challenges in the Development of Robust Clinical Classifiers from High-Dimensional Data

Statistics and Genomics Seminar
Sep 6, 2012, 04:00 PM - 05:00 PM | 1011 Evans Hall | Happening As Scheduled
Dr. Darya Chudova, Data Analysis and Algorithm Development, Veracyte, Inc.
Since the rise of the high-throughput experimental technologies, numerous genomic classifiers have been proposed to address a variety of clinical questions. However, few have been successfully incorporated in clinical workflows. The simple objective of developing well-validated genomic models that improve patient care beyond current practice standards turned out difficult to achieve in practice...