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Systems and Signals Tools for Estimation and Analysis of Mathematical Models in Endocrinology and Neurology

Objective

This proposal envisages a research program in the field of systems and signals that will lead to innovative and agile mathematical modeling as well as model-based signal processing and control tools for applications in biology and medicine. The project's goal is to bridge the gap between systems biology, on one hand, and medical signal processing and control engineering, on the other. Mathematical models of systems biology will be used to devise algorithms for biological data processing and computerized medical interventions. Experimental biological and clinical data will be utilized to estimate and characterize the parameters of mathematical models derived for biological phenomena and mechanisms. An extensive collaboration network of medical researchers from Sweden and abroad will provide the project team with necessary experimental data as well as with access to medical competence. The envisaged tools are expected to be applicable more generally but their efficacy will be demonstrated in two main application areas. These areas are endocrinology and neurology for which the use of formal control engineering and signal processing methods is currently deemed to be most promising. The proposed program will result in novel systems and signals tools for medical research and health care enabling multi-input multi-output modeling and analysis of endocrine regulations and providing model-based algorithms for individualized drug dose titration.

Field of science

  • /engineering and technology/electrical engineering, electronic engineering, information engineering/electronic engineering/control engineering
  • /engineering and technology/electrical engineering, electronic engineering, information engineering/electronic engineering/signal processing
  • /natural sciences/computer and information sciences/data science/data processing
  • /medical and health sciences/clinical medicine/endocrinology
  • /natural sciences/mathematics/applied mathematics/mathematical model
  • /medical and health sciences/basic medicine/neurology

Call for proposal

ERC-2009-AdG
See other projects for this call

Funding Scheme

ERC-AG - ERC Advanced Grant

Host institution

UPPSALA UNIVERSITET
Address
Von Kraemers Alle 4
751 05 Uppsala
Sweden
Activity type
Higher or Secondary Education Establishments
EU contribution
€ 2 378 999,60
Principal investigator
Peter Stoica (Prof.)
Administrative Contact
Kjartan Halvorsen (Mr.)

Beneficiaries (1)

UPPSALA UNIVERSITET
Sweden
EU contribution
€ 2 378 999,60
Address
Von Kraemers Alle 4
751 05 Uppsala
Activity type
Higher or Secondary Education Establishments
Principal investigator
Peter Stoica (Prof.)
Administrative Contact
Kjartan Halvorsen (Mr.)