ICPE All Access Publications

Podium and posters at ICPE All Access Virtual Meeting, September 16-17, 2020.


  • Characteristics of Severe Sepsis Hospitalizations and Sepsis-related Mortality in U.S. Claims
    Tiffany S Woodworth, Erik Gunnarsson, Kerrin Gallagher, Lu Zhang and Joseph Menzin


  • Machine Learning Applications Using Real-World Data: A Literature Review
    Nicholas Adair, Zeynep Icten, Mark Friedman and Joseph Menzin
  • Why Not Biosimilars: Biologic and Biosimilar Utilization Trends in Japanese RA Patients
    Lu Zhang, Tiffany S Woodworth and Joseph Menzin
  • Identifying Predictors of a Composite Cardiovascular Outcome among Diabetes Patients Using Machine Learning
    Zeynep Icten and Joseph Menzin
  • Characteristics of Patients Newly Diagnosed with Atrial Fibrillation after Ischemic Stroke Hospitalization
    Lu Zhang, Anna Watzker, Tiffany S Woodworth, Mark Friedman and Joseph Menzin
  • Identifying Comorbidity-based Subtypes of Type 2 Diabetes: An Unsupervised Machine Learning Approach
    Zeynep Icten and Joseph Menzin
  • Impact of The ICD-10-CM Transition on Claims-based Severe Sepsis Events among US Medicare Enrollees
    Tiffany S Woodworth, Kerrin Gallagher, Erik Gunnarsson and Joseph Menzin