文章基本信息

标题：A Survey on Case-based Reasoning in Medicine
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作者：Nabanita Choudhury ; Shahin Ara Begum
期刊名称：International Journal of Advanced Computer Science and Applications(IJACSA)
印刷版ISSN：2158-107X
电子版ISSN：2156-5570
出版年度：2016
卷号：7
期号：8
DOI：10.14569/IJACSA.2016.070820
出版社：Science and Information Society (SAI)
摘要：Case-based reasoning (CBR) based on the memory-centered cognitive model is a strategy that focuses on how people learn a new skill or how they generate hypothesis on new situations based on their past experiences. Among various Artificial Intelligence tracks, CBR, due to its intrinsic similarity with the human reasoning process has been very promising in the utilization of intelligent systems in various domains, in particular in the domain of medicine. In this paper, we extensively survey the literature on CBR systems that are used in the medical domain over the past few decades. We also discuss the difficulties of implementing CBR in medicine and outline opportunities for future work.
关键词：thesai; IJACSA; thesai.org; journal; IJACSA papers; case-based reasoning; medicine; artificial intelligence; soft computing