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Summer Course in Modeling Transport and Metabolism in Cardiovascular and Respiratory Systems

Schedule TBD.

2012 Summer Course:

Location and Facilities: The course will be held in the Advanced Computing Lab in the W.H. Foege Building at the University of Washington, Seattle, Washington. Participants will have internet access for their own laptops provided by the University of Washington.

Goals: Under the direction of an experienced faculty, course participants will learn basic physiological systems-level modeling, using the cardiovascular and respiratory systems as their guide. The underlying focus of the course is on approaches to data analysis. This will be accomplished through the application of mathematical models to assist in hypothesis formulation and to experimental design and evaluation. Upon completion of the course, participants will be able to:
  • Examine data for consistency and interpretability;
  • Devise potential explanations for the data;
  • Translate ideas into testable hypotheses;
  • Express the hypothesis in quantitative terms;
  • Constrain model parameters by anatomy;
  • Evaluate models to assure correct computation;
  • Optimize model parameters to fit solutions to data;
  • Determine the relative sensitivities of a model to parameters;
  • Analyze the accuracy of the estimated parameters;
  • Use models to test ideas and design experiments;
  • Compare and select the best models.
Topics covered:
1. Computational approaches:
  • Defining models of physiological systems;
  • Setting up differential equations for numerical solutions;
  • Optimization, and parameter sensitivities and estimation;
  • Testing models for accuracy and for validation against data.
  • Standards and model sharing for reproducibility and dissemination.
2. Transport and Metabolism in Physiological Systems:
  • Solute and water flows across membranes;
  • Convective and diffusional transport;
  • Reaction kinetics and metabolic networks;
  • Cellular electro-physiology and ion pumps;
  • Capillary-tissue exchange processes;
  • Mechanical properties of cells and tissues;
  • O2 and CO2 exchange with blood.
3. Target Applications:
  • Lung and airway mechanics;
  • Alveolar exchange;
  • Pulmonary ventilation and perfusion;
  • Pulmonary function testing;
  • Surfactant effects;
  • Bronchial blood flow and exchange of lipid soluble gases;
  • Image analysis for pulmonary circulatory transport.
  • Pressure/flow relationships in vessels;
  • Vascular mechanics and transport;
  • Circulatory volumes and transit times;
  • Electro-physiology and excitation-contraction coupling;
  • Analyzing MR, PET, and CT images;
  • Cardiac mechanics and metabolism.
Target audience: Academics and others interested in quantitative analysis of biological systems. Open to all clinical and research scientists. No specific programming experience is required.
Participants can expect to be able to integrate modeling analysis into their scientific research and clinical applications development. We encourage participants to bring their own experimental data sets to analyze under the guidance of course instructors.

Course enrollment is limited to twenty-five people, and we encourage early registration.

Course prep/background information:

Fees: The fee for the course is $400. Participants are responsible for the cost of transportation, accommodation, and meals.

Upon registration acknowledgement, please mail a $400 check or money order, made out to The University of Washington, to:

Mr. Gary Raymond
Department of Bioengineering
Box 355061
University of Washington
Seattle WA 98195-5061

Scholarships: Scholarship money is available for course fee waivers and travel stipends preferably for new investigators. Applicants interested the scholarships must, in addition to filling out the registration form, send a one- page letter that demonstrates need and a defined interest in the field of modeling, along with two letters of recommendation to Mr. Gary Raymond. We regret that course scholarships, including fee waivers and travel stipends, can only be awarded to landed immigrants and US citizens.

Application deadline for scholarship aid: TBD
Please address all scholarship queries to: Mr. Raymond.

Other Cardiovascular system modeling classes:

[This page was last modified 18Sep12, 12:30 pm.]

Model development and archiving support at provided by the following grants: NIH/NIBIB BE08407 Software Integration, JSim and SBW 6/1/09-5/31/13; NIH/NHLBI T15 HL88516-01 Modeling for Heart, Lung and Blood: From Cell to Organ, 4/1/07-3/31/11; NSF BES-0506477 Adaptive Multi-Scale Model Simulation, 8/15/05-7/31/08; NIH/NHLBI R01 HL073598 Core 3: 3D Imaging and Computer Modeling of the Respiratory Tract, 9/1/04-8/31/09; as well as prior support from NIH/NCRR P41 RR01243 Simulation Resource in Circulatory Mass Transport and Exchange, 12/1/1980-11/30/01 and NIH/NIBIB R01 EB001973 JSim: A Simulation Analysis Platform, 3/1/02-2/28/07.