Prototypes for Medical Case-Based Applications

Authors:
Rainer Schmidt;Tina Waligora;Olga Vorobieva
Affiliations:
Institut für Medizinische Informatik und Biometrie, Universität Rostock, Germany;Institut für Medizinische Informatik und Biometrie, Universität Rostock, Germany;Institut für Medizinische Informatik und Biometrie, Universität Rostock, Germany and Sechenov Institute of Evolutionary Physiology and Biochemistry, , St.Petersburg, Russia
Venue:
ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
Year:
2008

Citing 9
Cited 1

Heuristic classification

Artificial Intelligence
Dynamic Memory: A Theory of Reminding and Learning in Computers and People

Dynamic Memory: A Theory of Reminding and Learning in Computers and People
Timing Is Everything: Temporal Reasoning and Temporal Data Maintenance in Medicine

AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
Retrieval in a Prototype-Based Case Library: A Case Study in Diabetes Therapy Revision

EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
A Case-Based Reasoner Adaptive to Different Cognitive Tasks

ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
Prototypical Cases for Knowledge Maintenance in Biomedical CBR

ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Automated trend detection with alternate temporal hypotheses

IJCAI'93 Proceedings of the 13th international joint conference on Artifical intelligence - Volume 1
An investigation of generalized cases

ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
A comparative study of catalogue-based classification

ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning

Case-Based Reasoning in the Health Sciences: Why It Matters for the Health Sciences and for CBR

ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning

Quantified Score

Hi-index	0.00

Visualization

Abstract

Already in the early stages of Case-Based Reasoning prototypes were considered as an interesting technique to structure the case base and to fill the knowledge gap between single cases and general knowledge. Unfortunately, later on prototypes never became a hot topic within the CBR community. However, for medical applications they have been used rather regularly, because they correspond to the reasoning of doctors in a natural way. In this paper, we illustrate the role of prototypes by application programs, which cover all typical medical tasks: diagnosis, therapy, and course analysis.