PyxGen provides an extensible processing foundation for HL7 v2 ingestion, healthcare data extraction, FHIR transformation, bundle generation and data quality analysis.
Platform capabilities
Select a capability to see how it fits into the PyxGen processing workflow.
Ingest HL7 v2 messages and make source data available to downstream processing stages.
Explore ingestion →Extract healthcare information, transform configured resource types and assemble FHIR bundles.
Explore transformation →Analyze source records for potential anomalies and produce an audit output for review.
Explore analytics →Separate processing responsibilities into pipeline stages that can be extended over time.
Explore architecture →Demonstrated execution
Results from the product demonstration supplied with the PyxGen acquisition materials.
In this demonstration dataset, diagnosis and immunization stages were skipped because no corresponding source data was present. The figures describe this specific execution, not a general throughput or accuracy guarantee.
Processing workflow
The operator selects an input file and pipeline; PyxGen executes the configured stages and displays processing activity and results.
Read the selected HL7 v2 input file and register the records for processing.
Extract available patient, encounter, practitioner and clinical information.
Transform configured data into corresponding FHIR resource structures.
Assemble available FHIR resources into a collection bundle and write the output.
Run data quality analysis and create an anomaly audit file.
PyxGen reads the selected HL7 input file, identifies individual messages and makes the resulting records available to downstream pipeline stages.
The configured workflow contains extraction and FHIR transformation stages for patient, encounter, practitioner, observation, diagnosis and immunization data. Available FHIR resources are assembled into a collection bundle.
The demonstrated pipeline includes an analytics stage that analyzes source records for potential anomalies. The supplied execution identified 28 anomalies across 10,000 input messages and wrote a CSV audit file.
PyxGen organizes work into independently defined pipeline stages, with processing responsibilities separated across ingestion, extraction, transformation, output generation and analytics.
Product walkthrough
The demonstration follows the operator workflow from file selection and pipeline execution through processing logs and final analytics.
PyxGen is a pre-revenue software asset intended for organizations that can incorporate its existing HL7 processing, FHIR transformation and data quality capabilities into an established healthcare technology offering.