Back to Search
Start Over
EXiTCDSS: A framework for a workflow-based CBR for interventional clinical decision support systems and its application to TAVI
- Source :
- © Expert Systems with Applications, 2014, vol. 41, núm. 2, p. 284-294, Articles publicats (D-EEEiA), DUGiDocs – Universitat de Girona, instname, Expert Systems with Applications, Expert Systems with Applications, Elsevier, 2013, Expert Systems with Applications, 2013
- Publication Year :
- 2014
- Publisher :
- Elsevier, 2014.
-
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 We would like to give our special thanks to the Hospital Clinic of Barcelona, the Centre Hospitalier Universitaire de Rennes and the Laboratoire Traitement du Signal et de l'Image from the University of Rennes for helping us with the case model definition and giving us example cases of TAVI patients. This work has been financed by the Spanish Government Commission Ministerio de Industria, Turismo y Comercio (MITyC) under the project PLAN AVANZA 2 labeled by Information Technology for European Advancement 2 (ITEA2). Also, this research project has been partially funded through the project labeled DPI2011-24929
- Subjects :
- Decision support system
Computer science
Process (engineering)
Transcatheter Aortic Valve Implantation
[INFO.INFO-TS] Computer Science [cs]/Signal and Image Processing
Decision support systems
Clinical decision support system
Diagnòstic -- Presa de decisions
Software
Sistemes d'ajuda a la decisió
[INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing
[SDV.MHEP.CSC]Life Sciences [q-bio]/Human health and pathology/Cardiology and cardiovascular system
Artificial Intelligence
Diagnosis -- Decision making
Case-based reasoning
Clinical workflows
Graphical user interface
[SPI.SIGNAL] Engineering Sciences [physics]/Signal and Image processing
[SDV.IB] Life Sciences [q-bio]/Bioengineering
business.industry
Knowledge economy
General Engineering
Case-Based Reasoning
Perioperative
Computer Science Applications
[SDV.MHEP.CSC] Life Sciences [q-bio]/Human health and pathology/Cardiology and cardiovascular system
Workflow
[SDV.IB]Life Sciences [q-bio]/Bioengineering
Raonament basat en casos
Artificial intelligence
Intel·ligència artificial -- Aplicacions a la medicina
Software engineering
business
[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing
Clinical Decision Support Systems
Artificial intelligence -- Medical applications
Subjects
Details
- ISSN :
- 09574174
- Database :
- OpenAIRE
- Journal :
- © Expert Systems with Applications, 2014, vol. 41, núm. 2, p. 284-294, Articles publicats (D-EEEiA), DUGiDocs – Universitat de Girona, instname, Expert Systems with Applications, Expert Systems with Applications, Elsevier, 2013, Expert Systems with Applications, 2013
- Accession number :
- edsair.doi.dedup.....b6958b59c7a6c94404e61bccf4834d61