PMID: 9179837Oct 1, 1996Paper

UTOPIA: a consultation system for visit-by-visit diabetes management

Medical Informatics = Médecine Et Informatique
T DeutschP H Sönksen

Abstract

UTOPIA (UTilities for OPtimizing Insulin Adjustment) is a prototype computer system proposed to support home data analysis and therapy recommendations for the individual patient. The paper describes methods of analysis and their incorporation into an overall system design that matches the iterative practices at the physician-patient consultation from visit to visit. Four modules support home data display and comparison with clinical measurements; extraction of blood glucose trends and daily cycles using time series analysis, learning relationships between insulin adjustments and changes in time series patterns via a parametric, linear systems model; and advice generation by solving the linear equation for candidate insulin adjustments. Concepts and methods are placed in context, with a discussion of comparable and related research.

References

Apr 1, 1992·Medical Informatics = Médecine Et Informatique·E D LehmannP H Sonksen
Apr 1, 1991·Computer Methods and Programs in Biomedicine·M P Berger, D Rodbard
Aug 1, 1990·Computers and Biomedical Research, an International Journal·M P BergerP L Miller
Jul 1, 1990·Computer Methods and Programs in Biomedicine·T DeutschC D Williams
Jul 1, 1990·Computer Methods and Programs in Biomedicine·R HovorkaP H Sönksen
Feb 1, 1988·IEEE Transactions on Bio-medical Engineering·T ShimauchiO Takatani
Jan 1, 1994·Computer Methods and Programs in Biomedicine·T DeutschP H Sönksen
May 1, 1993·Journal of Biomedical Engineering·E D Lehmann, T Deutsch
Sep 30, 1993·The New England Journal of Medicine·UNKNOWN Diabetes Control and Complications Trial Research GroupC Siebert
Oct 1, 1995·Medical Informatics = Médecine Et Informatique·E D Lehmann, T Deutsch
Oct 1, 1995·Medical Informatics = Médecine Et Informatique·E D Lehmann, T Deutsch
Dec 1, 1995·Artificial Intelligence in Medicine·R BellazziG De Nicolao

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Citations

Aug 13, 1998·Computer Methods and Programs in Biomedicine·E R Carson
Aug 13, 1998·Computer Methods and Programs in Biomedicine·R BellazziM Stefanelli
Aug 13, 1998·Computer Methods and Programs in Biomedicine·E D Lehmann, T Deutsch
Feb 24, 2001·Artificial Intelligence in Medicine·R BellazziM Stefanelli
Sep 6, 2003·Artificial Intelligence in Medicine·Stefania MontaniEwart R Carson
Dec 6, 2001·International Journal of Medical Informatics·R SchmidtL Gierl
Mar 13, 1999·International Journal of Medical Informatics·S MontaniM Stefanelli
Sep 27, 2003·Diabetes Technology & Therapeutics·Riccardo BellazziMario Stefanelli
Jul 12, 2003·Telemedicine Journal and E-health : the Official Journal of the American Telemedicine Association·Manuel PradoJosé Antonio Milán
Feb 24, 2001·IEEE Engineering in Medicine and Biology Magazine : the Quarterly Magazine of the Engineering in Medicine & Biology Society·R BellazziC Cobelli
Jan 25, 2003·IEEE Transactions on Bio-medical Engineering·Manuel PradoJosé Antonio Milán
Mar 17, 2000·IEEE Transactions on Information Technology in Biomedicine : a Publication of the IEEE Engineering in Medicine and Biology Society·E R CarsonA V Roudsari

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