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COVID-19 Modeling and Analytics Team

James Benneyan, PhD, team lead. Please use and distribute freely any content on this page.

  • Estimates 1-30 day MedSurg, ICU, and ventilator demand

  • Two versions: Simple (no macros), advanced (macro-enabled) 

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  • Agent-based, differential equation, and statistical models

  • Country, state, and regional one-month ahead trends

  • Statistical signals of pattern changes

MA Daily New COVID-19 Case
  • Workplace and school re-opening impacts

  • Testing and tracing effectiveness models

  • Revised hospital workflows

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  • Simple through advanced methods (SPC, Scan, growth, change points)

  • Detect increases, decreases, inflection points, patterns

Mass MA Deaths_Edited.PNG

Several great models and data sources have been developed by others:

About HSyE Institute

HSyE is a systems engineering institute focused on improving healthcare through research, application, and education via grants, industry partnerships, and learning programs. Please visit for more information.

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