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健康科学中的基于案例推理:下一步是什么?

Case-based reasoning in the health sciences: What's next?

作者信息

Bichindaritz Isabelle, Marling Cindy

机构信息

University of Washington, 1900 Commerce Street, Tacoma, WA 98402, USA.

出版信息

Artif Intell Med. 2006 Feb;36(2):127-35. doi: 10.1016/j.artmed.2005.10.008. Epub 2006 Jan 18.

DOI:10.1016/j.artmed.2005.10.008
PMID:16459064
Abstract

OBJECTIVES

This paper presents current work in case-based reasoning (CBR) in the health sciences, describes current trends and issues, and projects future directions for work in this field.

METHODS AND MATERIAL

It represents the contributions of researchers at two workshops on case-based reasoning in the health sciences. These workshops were held at the Fifth International Conference on Case-Based Reasoning (ICCBR-03) and the Seventh European Conference on Case-Based Reasoning (ECCBR-04).

RESULTS

Current research in CBR in the health sciences is marked by its richness. Highlighted trends include work in bioinformatics, support to the elderly and people with disabilities, formalization of CBR in biomedicine, and feature and case mining.

CONCLUSION

CBR systems are being better designed to account for the complexity of biomedicine, to integrate into clinical settings and to communicate and interact with diverse systems and methods.

摘要

目标

本文介绍了健康科学领域基于案例推理(CBR)的当前工作,描述了当前的趋势和问题,并预测了该领域未来的工作方向。

方法与材料

它展示了健康科学领域基于案例推理的两次研讨会的研究人员的贡献。这些研讨会分别在第五届基于案例推理国际会议(ICCBR - 03)和第七届欧洲基于案例推理会议(ECCBR - 04)上举行。

结果

健康科学领域CBR的当前研究具有丰富性。突出的趋势包括生物信息学方面的工作、对老年人和残疾人的支持、生物医学中CBR的形式化以及特征和案例挖掘。

结论

CBR系统正被更好地设计,以应对生物医学的复杂性,融入临床环境,并与各种系统和方法进行通信和交互。

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