Unlocking Information Extraction in Oncology using NLP
Being able to detect and predict patient outcomes is an aspirational goal for AI in oncology. In this talk, we discuss how deeper and improved representation methods can unlock better methods for detection and prediction. We begin with current applications of AI in clinical trials using structured data, and then discuss how improved representation using NLP can improve performance and decrease labeling burden.