An Ontology-Based System for Cancer Diseases Knowledge Management

Cancer is a class of diseases characterized by out-of-control cell growth. There are over 200 different types of cancer, and each is classified by the type of cell that is initially affected. This paper discusses the technical aspects of some of the ontology-based medical systems for cancer diseases. It also proposes an ontology based system for cancer diseases knowledge management. The system can be used to help patients, students and physicians to decide what cancer type the patient has, what is the stage of the cancer and how it can be treated. The system performance and accuracy are acceptable, with a cancer diseases classification accuracy of 92%.

[1]  Abdel-Badeeh Salem,et al.  A breast cancer classifier based on a combination of case-based reasoning and ontology approach , 2010, Proceedings of the International Multiconference on Computer Science and Information Technology.

[2]  Samina Raza Abidi,et al.  Ontology-based Modeling of Clinical Practice Guidelines: A Clinical Decision Support System for Breast Cancer Follow-up Interventions at Primary Care Settings , 2007, MedInfo.

[3]  María Auxilio Medina Nieto An Overview of Ontologies , 2003 .

[4]  Michel Simonet,et al.  Ontology-Based Reformulation of Health Consumer Queries Using Spreading Activation Techniques , 2010, 2010 International Conference on Intelligent Computing and Cognitive Informatics.

[5]  Alexandra Poulovassilis,et al.  Flexible data integration and ontology-based data access to medical records , 2008, 2008 8th IEEE International Conference on BioInformatics and BioEngineering.

[6]  Anthony Hunter,et al.  Harnessing Ontologies for Argument-Based Decision-Making in Breast Cancer , 2007, 19th IEEE International Conference on Tools with Artificial Intelligence(ICTAI 2007).

[7]  Samina Raza Abidi,et al.  Ontology-Based Modeling of Breast Cancer Follow-up Clinical Practice Guideline for Providing Clinical Decision Support , 2007, Twentieth IEEE International Symposium on Computer-Based Medical Systems (CBMS'07).

[8]  Malina Jordanova,et al.  The International eHealth, Telemedicine and Health ICT Forum for Educational, Networking and Business , 2013 .