Working Group 5 Participants

Active Participants: 

David Cai

Howard J. Chizeck

James Glazier

Dan Haworth

George Karniadakis

Wilfred Li

Ching-Long Lin

Michela Taufer

 

Observers:

Roger Armen

Victor Barocas

Jim Brasseur

Dennis Chao

Steven Dong

Bill Hazelton

Eric Hoffman

Andre Kerstens

Gregor Kovacic

Georg Luebeck

Andrew McCulloch

Igor Pivkin

Peter Richarsdon

Pat Teller

Kurt Anderson

Working Group 2 Participants

Active Participants: 

Daniel Beard, Medical College of Wisconsin

Gerald Saidel, Case Western Reserve University

Nicola Lai, Case Western Reserve University 

Ranjan Dash, Medical College of Wisconsin

James Bassingthwaighte, University of Washington

Wilfred Li, San Diego Supercomputer Center

Andrew McCulloch, University of California, San Diego

Nicholas Smith, University of Auckland

 

Observers:

Howard Chizeck, University of Washington, Seattle

A software to develop personalized treatment strategies for COVID-19

What is being modeled?
Infectious disease mechanism
Description & purpose of resource

The main goal of this project is to develop a software based on a novel mathematical framework that uses individual COVID-19 patient data to obtain accurate personalized treatment strategies. We aim to achieve this goal using an extensive pharmacokinetic model building, an optimal control approach for parameter estimation, and tools from statistical sensitivity analysis to devise new and efficient treatment strategies. Our proposed framework will be highly beneficial for health professionals to make fast and accurate decisions about treatment strategies, without the need for numerous clinical trials, thereby assisting the world in its fight against COVID-19.

Spatial scales
cellular
Temporal scales
weeks to months
This resource is currently
under early-stage development
Has this resource been validated?
N/A
Can this resource be associated with other resources? (e.g.: modular models, linked tools and platforms)
No
Collaborators
Souvik Roy
PI contact information
souvik.roy@uta.edu
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