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- Nilsson, Markus, et al.
(författare)
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A Case-Based Classification of Respiratory Sinus Arrhythmia
- 2004
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Ingår i: Advances in Case-Based Reasoning. - Berlin, Heidelberg : Springer Berlin Heidelberg. - 9783540228820 ; , s. 673-685
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Konferensbidrag (övrigt vetenskapligt/konstnärligt)abstract
- Respiratory Sinus Arrhythmia has until now been analysed manually by reviewing long time series of heart rate measurements. Patterns are identified in the analysis of the measurements. We propose a design for a classification system of Respiratory Sinus Arrhythmia by time series analysis of heart and respiration measurements. The classification uses Case-Based Reasoning and Rule-Based Reasoning in a Multi-Modal architecture. The system is in use as a research tool in psychophysiological medicine, and will be available as a decision support system for treatment personnel.
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- Nilsson, Markus, et al.
(författare)
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Advancement and Trends in Medical Case-Based Reasoning: An Overview of Systems and System Development
- 2004
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Ingår i: Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2004. ; , s. 178-183
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Konferensbidrag (övrigt vetenskapligt/konstnärligt)abstract
- 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.
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