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Case-Based Decision Support System for Breast Cancer Management

Booma Devi Sekar, Jean-Baptiste Lamy, Nekane Larburu, Brigitte Séroussi, Gilles Guézennec, Jacques Bouaud, Naiara Muro, Hui Wang, Jun Liu
2018 International Journal of Computational Intelligence Systems  
Keywords: knowledge intensive case-based reasoning, breast cancer, ontology, case-based decision support system, jColibri.  ...  This paper explores case-based reasoning as a problem solving paradigm and discusses the use of an explicit domain knowledge ontology in the development of a knowledge-intensive case-based decision support  ...  domains so far, include CASEY 13 to diagnose heart failure patients, MNAOMIA 14 to diagnose and treat eating disorders, PROTOS 15 for hearing disorder diagnosis, MacRad 16 for radiology image classification  ... 
doi:10.2991/ijcis.2018.25905180 fatcat:azguypwhx5cv5d44kv5z7dexdu

Case-Based Reasoning in the Health Sciences: Foundations and Research Directions [chapter]

Isabelle Bichindaritz, Cindy Marling
2010 Studies in Computational Intelligence  
Case-based reasoning (CBR) is an Artificial Intelligence (AI) approach with broad applicability to building intelligent systems in health sciences domains.  ...  It continues with a discussion of the relationship between CBR and statistical data analysis, and shows how CBR supports evidence-based practice.  ...  helped to interpret radiological images, supporting both diagnosis and education through its case base of reference images [37] -CTS segmented CT-scans of the brain to assist in determining the degree  ... 
doi:10.1007/978-3-642-14464-6_7 fatcat:iaxh4h4ty5fcbjmo3ovn3xtvhe

Knowledge and intelligent computing system in medicine

Babita Pandey, R.B. Mishra
2009 Computers in Biology and Medicine  
Table 2 presents the case-based system with their specific features and applications. Most of the systems perform similarity-based retrieval whereas other retrieval method is also deployed.  ...  pair similarity-based retrieval Image analysis, diagnosis EIA [78] Cases are represented by set, indexed organization, similarity-based retrieval Endoscope, diagnosis ICONS [79] Attribute-value  ...  Conflict of interest statement Area of expert systems in medicine.  ... 
doi:10.1016/j.compbiomed.2008.12.008 pmid:19201398 fatcat:hydva3mfobfefewbfnxqbfxktu

Integrating CBR into the health care organization

F. Alexandrini, D. Krechel, K. Maximini, A. von Wangenheim
16th IEEE Symposium Computer-Based Medical Systems, 2003. Proceedings.  
One promising knowledge management technique that has been applied in various medical assistant systems is Case-Based Reasoning (CBR).  ...  Currently, we are developing a CBR-based component, able to retrieve medical documents in written text form and to convert them into new patterns like a DICOM Structured Report.  ...  ProtoISIS and MacRad classify medical images, whereas other systems classify special disease patterns like eating disorders (MNAOMIA).  ... 
doi:10.1109/cbms.2003.1212778 dblp:conf/cbms/AlexandriniKMW03 fatcat:zb4tnh55cfd5xhh6xwmfjv3q34