Data processing: artificial intelligence – Knowledge processing system
Reexamination Certificate
2006-08-16
2009-12-08
Holmes, Michael B (Department: 2129)
Data processing: artificial intelligence
Knowledge processing system
Reexamination Certificate
active
07630947
ABSTRACT:
Medical ontology information is used for mining and/or probabilistic modeling. A domain knowledge base may be automatically or semi-automatically created by a processor from a medical ontology. The domain knowledge base, such as a list of disease associated terms, is used to mine for corresponding information from a medical record. The relationship of different terms with respect to a disease may be used to train a probabilistic model. Probabilities of a disease or chance of indicating the disease are determined based on the terms from a medical ontology. This probabilistic reasoning is learned with a machine from ontology information and a training data set.
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Pandya Abhinay Mahesh
Rao R. Bharat
Rosales Romer E.
Steck Harald
Holmes Michael B
Siemens Medical Solutions USA , Inc.
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