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Copy file name to clipboardExpand all lines: articles/azure-health-insights/radiology-insights/inferences.md
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# Inference information
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This document describes details of all inferences generated by application of RI to a radiology document.
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This document describes the details of all inferences generated by application of RI to a radiology document.
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The Radiology Insights feature of Azure Health Insights uses natural language processing techniques to process unstructured medical radiology documents. It adds several types of inferences that help the user to effectively monitor, understand, and improve financial and clinical outcomes in a radiology workflow context.
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An age mismatch occurs when the document gives a certain age for the patient, which differs from the age that is calculated based on the patient’s info birthdate and the encounter period in the request.
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Fields “presentBodyParts” and/or “presentBodyPartsMeasurements” contain body parts (radlex codes) that are present or whose measurements are present. The token extensions refer to body parts or measurements that are present (or words that imply them).
- SNOMED code 404684003: CLINICAL FINDING (FINDING) (meaning that the finding has a clinical indicator)
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If “valueRange” is set, then “valueRange.low” and “valueRange.high” are set to quantities with the same data as described in the previous paragraph. This field contains, for example, “The tumor is between 2.5 cm and 2.6 cm in size".
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Next to token extensions, there can be an extension for a section. This field contains the most specific section that the first token of the critical result is in (or to be precise, the first token that is in a section). This section is in the same format as a section for a finding.
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Field “wasAcknowledged” is set to true if the communication was verbal (nonverbal communication might not have reached the recipient yet and cannot be considered acknowledged). Field “dateTime” is set if the date-time of the communication is known. Field “recipient” is set if the recipient(s) are known. See the OpenAPI spec for its possible values.
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Field “orderedProcedure” contains the description(s) and the code(s) of the ordered procedure(s) as given by the client. The descriptions are in field “orderedProcedure.description”, separated by “;;”. The codes are in “orderedProcedure.code.coding”. In every coding in the array, only field “coding” is set.
Copy file name to clipboardExpand all lines: articles/azure-health-insights/radiology-insights/model-configuration.md
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- type: boolean
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- description: Provide a single focused sentence as evidence for the recommendation, default is false.
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When includeEvidence is false, no evidence is returned.
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This configuration overrules includeRecommendationsWithNoSpecifiedModality and provideFocusedSentenceEvidence and no evidence is shown.
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IncludeEvidence
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- IncludeEvidence
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- type: boolean
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- Provide evidence for the inference, default is false, no evidence is returned.
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When includeEvidence is true, it depends on the value set on the two other configurations whether the evidence of the inference or a single focused sentence is given as evidence.
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## Examples
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- The model checks for follow-up recommendations with no specific radiologic modality.
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- The model provides a single focused sentence as evidence for the recommendation.
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