Literature DB >> 16160243

Representing the Patient's Therapeutic History in Medical Records and in Guideline Recommendations for Chronic Diseases Using a Unique Model.

Vahid Ebrahiminia1, Catherine Duclos, Massoud E Toussi, Christine Riou, Regis Cohen, Alain Venot.   

Abstract

Computer-interpretable guidelines (CIGs) are more likely to affect the clinician's behavior when they deliver patient-specific and just-in-time clinical advice. CIGs must take into account the data stored in the patient's electronic medical records (EMR). For chronic diseases, the outcome of past and ongoing treatments (therapeutic history) is used in the clinical guidelines. We propose a model for the conceptualization of therapeutic history, facilitating data sharing between EMRs and CIGs and the representation of therapeutic history and recommended treatments in clinical guidelines.Based on medical literature review and an existing treatment model, a core structure is first defined taking into account drug and non-drug treatment components and treatment type (e.g. bitherapy). These elements together with additional concepts obtained by analyzing a sample guideline relating to diabetes, are then organized into an object-oriented model, using UML formalism.We show how this model can be used to store the patient's therapeutic history in the EMR, together with other attributes such as treatment efficacy and tolerance. We also explain how this model can efficiently code guidelines therapeutic rules.We evaluated this model, using additional guidelines hypercholesterolemia and asthma. We found it capable for representing guideline recommendations in several domains of chronic diseases.

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Year:  2005        PMID: 16160243

Source DB:  PubMed          Journal:  Stud Health Technol Inform        ISSN: 0926-9630


  4 in total

1.  Use of the C4.5 machine learning algorithm to test a clinical guideline-based decision support system.

Authors:  Jean-Baptiste Lamy; Anis Ellini; Vahid Ebrahiminia; Jean-Daniel Zucker; Hector Falcoff; Alain Venot
Journal:  Stud Health Technol Inform       Date:  2008

Review 2.  Computerization of workflows, guidelines, and care pathways: a review of implementation challenges for process-oriented health information systems.

Authors:  Phil Gooch; Abdul Roudsari
Journal:  J Am Med Inform Assoc       Date:  2011-07-01       Impact factor: 4.497

3.  Mapping ASTI patient's therapeutic-data model to virtual Medical Record: can VMR represent therapeutic data elements used by ASTI in clinical guideline implementations?

Authors:  Vahid Ebrahiminia; Mobin Yasini; Jean Baptiste Lamy
Journal:  AMIA Annu Symp Proc       Date:  2013-11-16

4.  How to translate therapeutic recommendations in clinical practice guidelines into rules for critiquing physician prescriptions? Methods and application to five guidelines.

Authors:  Jean-Baptiste Lamy; Vahid Ebrahiminia; Christine Riou; Brigitte Seroussi; Jacques Bouaud; Christian Simon; Stéphane Dubois; Antoine Butti; Gérard Simon; Madeleine Favre; Hector Falcoff; Alain Venot
Journal:  BMC Med Inform Decis Mak       Date:  2010-05-28       Impact factor: 2.796

  4 in total

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