PUMA
Istituto di Scienza e Tecnologie dell'Informazione     
Colantonio S., Martinelli M., Gualtieri A., Salvetti O. Towards the implementation of a clinical decision support system for the management of heart failure. Contribution to Deliverable D15 -Functional specifications of Data Processing and Decision Support Services- of the EU STREP Project HEARTFAID (IST-2005-027107). Technical report, 2007.
 
 
Abstract
(English)
This technical report details the activity carried out within the European Project HEARTFAID, a knowledge based platform of services for supporting medical-clinical management of the heart failure within the elderly population. HEARTFAID aims at defining efficient and effective health care delivery organization and management models for an ―optimal‖ patients' management in the field of cardiovascular diseases. An informative and decision support platform of services will be devised for improving all the processes related to diagnosis, prognosis, treatment and personalization of health care of the Heart Failure (HF) in elderly population. To this end, innovative results on computational modelling, knowledge discovery methodologies, visualization and imaging techniques, and the medical knowledge of the relevant domain will be opportunely integrated to design and develop an effective and reliable Clinical Decision Support System (CDSS): the HEARTFAID CDSS, corresponding to the core of HEARTFAID intelligence. This system will be able to process clinical knowledge and patient-related information, intelligently filtered, processed and presented at appropriate times, to enhance patient care. It will be devised as a service of the HEARTFAID platform for providing an effective support to the daily practice of the clinicians, by implementing adequate data processing algorithms, by providing guidelines to medical protocols as well as access to the knowledge base, by sending alarms in case of critical situations, and by supplying diagnostic suggestions. This report follows the activities carried out for (i) investigating the methodological foundations of decision support theory and (ii) defining the requirements and functional specifications of the HEARTFAID CDSS. Its focus is on the instruments that should be adopted for the implementation activity. A deep investigation into issues inherent in current available technologies is herein provided, with the final aim of supplying the guidelines for the development of the HEARTFAID data processing and decision support services.
Subject Decison support systems
Ontologies
Standards
J.3 Life and Medical Sciences
I.2.4 Knowledge Representation Formalisms and Methods
I.2.1 Applications and Expert Systems


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