Advances in Smart Systems Research |
Publisher |
Future Technology Publications |
Vol. 2 No. 1 |
Workshop Papers from KES Conferences 2012 |
Journal ISSN |
2050-8662 |
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Article Title | Computerized decision support systems for breast cancer management: project design |
Primary Author | Ricardo Gonzalez Otal, Technological Innovation Department, University Hospital Virgen del Rocio, Seville (Spain) |
Other Author(s) |
Jose Luis Lopez Guerra; Carlos Luis Parra Calderon; Alberto Moreno Conde; Maria Jose Ortiz Gordillo
|
Pages |
13 - 20
|
Article ID |
kes12w-001 |
Publication Date |
12-Sep-12 |
Abstract | Currently, international clinical guidelines (CG), provide an evidence-based knowledge approach to the management of breast cancer. However, CG reported in the state-of-the-art neither address the uncertainty in decision making related to the applicability of trials to individual patients nor the uncertainty due to patient preferences on outcomes and treatment risks. For these reasons computerized decision support systems (CDSS) incorporate predictive models for diagnosis, treatment and outcomes in the breast cancer management workflow, providing a unified framework for uncertainty management in clinical guidelines. These predictive models would provide adjuvant evidence to the stakeholders in specific questions of special relevance during the decision-making process in the management the breast cancer, ultimately allowing effective communication of risk and patient preference's elicitation. The purpose of this project is to assess the clinical impact of CDSS on breast cancer diagnosis and treatment.
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| View Paper |
Remarks |
Presented at the 'Groundbreaking Intelligent Systems Research' workshop at the KES2012 conference, San Sebastian, Spain, 10-12 September 2012 |