Symposium: Making Data Work for Us – Applying and Combining Empirical (AI/ML) and Mechanistic Modeling in the Preclinical, Clinical, and Post-Approval Realms 1

Moderator(s)

• 

  Sebastian Polak, Professor

  Senior Scientific Advisor
  Certara UK / Simcyp
  Sheffield, England, United Kingdom

Presentations:

• 9:00 AM – 9:30 AM MT

  Dare to be More Than Average - Biopredictive Dissolution Tests of Oral Dosage Forms in the PhysioCell Apparatus as Reliable Inputs for PK Simulations
  

  Speaker: Dorota Danielak, PhD (she/her/hers) – Physiolution Polska sp. z o. o.
• 9:30 AM – 10:00 AM MT

  Design of Data Mining / ML Algorithms from Patient Health-Records
  

  Speaker: Vijayant Kumar, PhD – United Health Group
• 10:00 AM – 10:30 AM MT

  Virtual Bioequivalence with Clinical Variability: Simulation Methodology, Success Criteria and Interpretation
  

  Speaker: Vivek S. Purohit, PhD (he/him/his) – Incyte
• 10:30 AM – 11:00 AM MT

  Machine Learning for Drug Discovery and Drug Delivery
  

  Speaker: Daniel Reker, DrSc – Duke University