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articles/healthcare-apis/fhir/convert-data-with-azure-data-factory.md

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> [!NOTE]
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> [Fast Healthcare Interoperability Resources (FHIR®)](https://www.hl7.org/fhir/) is an open healthcare specification.
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In this article, we detail how to use [Azure Data Factory (ADF)](../../data-factory/introduction.md) with the $convert-data operation to transform [HL7v2](https://www.hl7.org/implement/standards/product_brief.cfm?product_id=185) data to [FHIR R4](https://www.hl7.org/fhir/R4/). The transformed results are then persisted within an [Azure storage account](../../storage/common/storage-account-overview.md) with [Azure Data Lake Storage (ADLS) Gen2](../../storage/blobs/data-lake-storage-introduction.md) capabilities.
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In this article, we detail how to use [Azure Data Factory (ADF)](../../data-factory/introduction.md) with the `$convert-data` operation to transform [HL7v2](https://www.hl7.org/implement/standards/product_brief.cfm?product_id=185) data to [FHIR R4](https://www.hl7.org/fhir/R4/). The transformed results are then persisted within an [Azure storage account](../../storage/common/storage-account-overview.md) with [Azure Data Lake Storage (ADLS) Gen2](../../storage/blobs/data-lake-storage-introduction.md) capabilities.
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## Prerequisites
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Before getting started, ensure you have taken the following steps:
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1. Deploy an instance of the [FHIR service](fhir-portal-quickstart.md). The FHIR service is used to invoke the [$convert-data](overview-of-convert-data.md) operation.
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1. Deploy an instance of the [FHIR service](fhir-portal-quickstart.md). The FHIR service is used to invoke the [`$convert-data`](overview-of-convert-data.md) operation.
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2. By default, the ADF pipeline in this scenario uses the [predefined templates provided by Microsoft](configure-settings-convert-data.md#default-templates) for conversion. If your use case requires customized templates, set up your [Azure Container Registry instance to host your own templates](configure-settings-convert-data.md#host-your-own-templates) to be used for the conversion operation.
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3. Create storage account(s) with [Azure Data Lake Storage Gen2 (ADLS Gen2) capabilities](../../storage/blobs/create-data-lake-storage-account.md) by enabling a hierarchical namespace and container(s) to store the data to read from and write to.
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:::image type="content" source="media/convert-data/convert-data-with-azure-data-factory/pipeline-errors.png" alt-text="Screenshot of Azure Data Factory errors." lightbox="media/convert-data/convert-data-with-azure-data-factory/pipeline-errors.png":::
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## Next Steps
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## Next steps
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In this article, you learned how to use Azure Data Factory templates to create a pipeline to transform HL7v2 data to FHIR R4 persisting the results within an Azure Data Lake Storage Gen2 account. You also learned how to configure a trigger to automate the pipeline execution based on incoming HL7v2 data to be transformed.
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