Bayesian Modeling for Linking Causally Related Observations in Chest X - ray

نویسندگان

  • Wendy Webber Chapman
  • Peter J. Haug
چکیده

Our natural language understanding system outputs a list of diseases, findings, and appliances found in a chest x-ray report. The system described in this paper links those diseases and findings that are causally related. Using Bayesian networks to model the conceptual and diagnostic information found in a chest xray we are able to infer more specific information about thefindings that are linked to diseases.

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Bayesian modeling for linking causally related observations in chest X-ray reports

Our natural language understanding system outputs a list of diseases, findings, and appliances found in a chest x-ray report. The system described in this paper links those diseases and findings that are causally related. Using Bayesian networks to model the conceptual and diagnostic information found in a chest x-ray we are able to infer more specific information about the findings that are li...

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تاریخ انتشار 2007