Advancements and Trends in Medical Case-Based Reasoning: An Overview of Systems and System Development

Case-Based Reasoning (CBR) is a recognised and well established method for building medical systems. In this paper, we identify strengths and weaknesses of CBR in medicine. System properties, divided into construction-oriented and purpose-oriented, are used as the basis for a survey of recent publications and research projects. The survey is used to find current trends in present medical CBR research.

[1]  Ralph Traphöner,et al.  Case-Based Decision Support and Experience Management for Ultrasonogrphy , 2003, Wissensmanagement.

[2]  E H Shorthffe,et al.  Computer-based medical consultations mycin , 1976 .

[3]  Cynthia R. Marling,et al.  Case-Based Reasoning in the Care of Alzheimer's Disease Patients , 2001, ICCBR.

[4]  Patrice Degoulet,et al.  A Case-Based Reasoning Method for Computer-Assisted Diagnosis in Histopathology , 1997, AIME.

[5]  E. Costello,et al.  A Case-Based Approach to Gene Finding , 2003 .

[6]  P. Perner,et al.  Airborne Fungi Identification by Case-Based Reasoning , 2003 .

[7]  Petra Perner.  An architecture for a CBR image segmentation system , 1999 .

[8]  Abdul V. Roudsari,et al.  Integrating Different Methodologies for Insulin Therapy Support in Type 1 Diabetic Patients , 2001, AIME.

[9]  Rainer Schmidt,et al.  Prognostic Model for Early Warning of Threatening Influenza Waves , 2002, German Workshop on Experience Management.

[10]  Rainer Schmidt,et al.  Experiences with Case-Based Reasoning Methods and Prototypes for Medical Knowledge-Based Systems , 1999, AIMDM.

[11]  Isabelle Bichindaritz,et al.  Case-Based Reasoning in CARE-PARTNER: Gathering Evidence for Evidence-Based Medical Practice , 1998, EWCBR.

[12]  Koton Phyllis,et al.  Using experience in learning and problem solving , 1988 .

[13]  Isabelle Bichindaritz,et al.  Generating Practice Cases for Medical Training from a Knowledge-Based Decision-Support System , 2002, ECCBR Workshops.

[14]  Isabelle Bichindaritz,et al.  Solving Safety Implications in a Case Based Decision-Support System in Medicine , 2003 .

[15]  L Gierl,et al.  Case-based reasoning for medical knowledge-based systems. , 2000, Studies in health technology and informatics.

[16]  Susan Craw,et al.  Matching SMARTHOUSE Technology to Needs of the Elderly and Disabled , 2003 .

[17]  Luigi Portinale,et al.  Cased-Based Reasoning for medical knowledge-based systems , 2001, Int. J. Medical Informatics.

[18]  Cindy Marling,et al.  Prescribing ex-ercise regimens for cardiac and pulmonary disease patients with cbr , 2003 .

[19]  Ray Bareiss,et al.  Exemplar-Based Knowledge Acquisition: A Unified Approach to Concept Representation, Classification, and Learning , 1990 .

[20]  Ralph Traphöner,et al.  FM-Ultranet : a Decision Support System using Case-Based Reasoning , Applied to Ultrasonography , 2003 .

[21]  Peter Funk,et al.  Complex Measurement Classification in Medical Applications Using A Case-Based Approach , 2003 .

[22]  Rainer Schmidt,et al.  Evaluation of a Case-Based Antibiotics Therapy Adviser , 2001, AIME.

[23]  Rainer Schmidt,et al.  CBR in Medicine , 1998, Case-Based Reasoning Technology.