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398 * ! Wed, 8/5/2020, 1:00 PM - 2:50 PM Virtual
Beyond Traditional Approaches: Evolving Artificial Intelligence and Machine Learning to Advance Clinical Research and Drug Development — Topic Contributed Papers
Biometrics Section, Biopharmaceutical Section, Section on Statistical Learning and Data Science, Text Analysis Interest Group
Organizer(s): Demissie Alemayehu, Pfizer Inc.
Chair(s): Birol Emir, Pfizer Inc.
1:05 PM Adaptive Online Machine Learning for Real-Time Individualized Forecasting in Clinician-AI Team
Rachael Phillips, University of California, Berkeley; Mark Van der Laan, University of California, Berkeley
1:25 PM Recent Advances in the Application of Natural Language Processing to Unstructured and Semi-Structured Data in the Pharmaceutical Industry
Peter Henstock, Pfizer Inc
1:45 PM Learning Decision Rules with Observational Data
Xinkun Nie, Stanford University; Stefan Wager, Stanford University
2:05 PM “Data Nuggets” Tools for Analyzing Big Data
Javier Cabrera, Rutgers University
2:25 AM Floor Discussion