eXiTCDSS: A framework for a workflow-based CBR for interventional Clinical Decision Support Systems and its application to TAVIReportar como inadecuado




eXiTCDSS: A framework for a workflow-based CBR for interventional Clinical Decision Support Systems and its application to TAVI - Descarga este documento en PDF. Documentación en PDF para descargar gratis. Disponible también para leer online.

* Corresponding author 1 eXiT - Control Engineering and Intelligent Systems Group 2 LTSI - Laboratoire Traitement du Signal et de l-Image 3 Service de cardiologie et maladies vasculaires

Abstract : Clinical Decision Support System CDSSs should form an important part of the field of clinical knowledge management technologies through their capacity to support the clinical process and use of knowledge, including knowledge maintenance and continuous learning, from diagnosis and investigation through surgery, treatment and long-term care. The work presented shows a workflow-based CDSS designed to give case-specific assessment to clinicians during complex surgery or Minimally Invasive Surgery MISs. Following a perioperative workflow, the designed software will use a Case-Based Reasoning CBR methodology to retrieve similar past cases from a case base to provide support at any particular point of the process. The graphical user interface allows easy navigation through the whole support progress, from the initial configuration steps to the final results organized as sets of experiments easily visualized in a user-friendly way. The eXiTCDSS tool is presented giving support to a recent complex minimally invasive surgery which is receiving growing attention lately, the Transcatheter Aortic Valve Implantation TAVI. The results obtained are presented on a basis of a real TAVI case base of 82 patients operated at Rennes University Hospital.

Keywords : Clinical Decision Support Systems Case-Based Reasoning Clinical workflows Transcatheter Aortic Valve Implantation





Autor: Andres El-Fakdi - Francisco Gamero - Joaquim Melendez - Vincent Auffret - Pascal Haigron -

Fuente: https://hal.archives-ouvertes.fr/



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