Medical ontologies for computer assisted clinical decision...

Details Medical ontologies for computer assisted clinical decision... Medical ontologies for computer assisted clinical decision...

2009-11-17

2010-11-23

Holmes, Michael (Department: 2129)

Data processing: artificial intelligence

Knowledge processing system

Reexamination Certificate

active

07840512

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.

REFERENCES:
patent: 7630947 (2009-12-01), Pandya et al.

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