Medical Diagnostics is the core phase in the medical care because selection of the right treatment is based on it. But that knowledge is gained by medical professionals over decades. While diagnostic problem solving i...
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ISBN:
(纸本)9781509061174
Medical Diagnostics is the core phase in the medical care because selection of the right treatment is based on it. But that knowledge is gained by medical professionals over decades. While diagnostic problem solving is in principle well understood, building and maintaining systems in large domains cost effectively is an open issue. Various methods have different advantages and disadvantages making their integration attractive. We present an inference structure for diagnostic problem solving optimized with respect to knowledge reuse among methods motivated by experience from large knowledge bases built in medical, technical and other diagnostic domains.
This paper is dedicated to the construction of information-mathematical model for medical diagnostics based on the classification task using reusable knowledge components as well as the development of reusable knowled...
详细信息
ISBN:
(纸本)9781467322768
This paper is dedicated to the construction of information-mathematical model for medical diagnostics based on the classification task using reusable knowledge components as well as the development of reusable knowledge components for medical diagnostics. Applying them there was developed a series of KSs for the problem of dental alloy intolerance in the domain of orthopedic dentistry. One of the other results is the mathematical model of 3 layer CommonKADS knowledge model, which could be used for description of different domains and problems.
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