How to Process FHIR/HL7v2/DICOM Data using Google Cloud Healthcare API
Cloud Healthcare API | Google Skills
Summary
This course teaches methods for ingesting and processing data in industry standard formats—FHIR, HL7v2, and DICOM—using the Cloud Healthcare API. Furthermore, it includes practical training on building prediction models with FHIR data and de-identifying datasets.
Details
This learning quest demonstrates how the Cloud Healthcare API bridges the gap between care systems and applications built on Google Cloud. By supporting standards-based data formats and protocols of existing healthcare technologies, it connects your data to advanced Google Cloud capabilities. These include streaming data processing via Cloud Dataflow, scalable analytics with BigQuery, and machine learning using Cloud Machine Learning Engine. Specifically, participants will use the API to ingest and process data in industry standard FHIR, HL7v2, and DICOM formats. The curriculum also covers training a TensorFlow model for prediction using FHIR data and gaining practice with de-identification of datasets.
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