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  • the default openIMIS Claim adjudication process should be modified as less as possible

  • Medical Officers should not be impacted too much by the activation of the openIMIS-AI module

Claim adjudication process

Updated Claim Status

The following state diagram from Figure 1 corresponds to the Claim fields status with the updated adjudication process.

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Figure 1. Claim state diagram for the updated claim adjudication process

Updated Claim Adjudication Process

The following activity diagram proposes the updated adjudication process.

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Claim-AI Quality Module

Claim-AI Quality Responsibilities

  • Contribute to Claim Review Search with Medical Item/Service filter

  • Listening for <<signal_mutation_module_after_mutating>> SubmitClaimsMutation

  • Prepare the new checked claims for AI categorisation (not to be selected by reviewers)

  • Convert openIMIS Claims to FHIR Claims and POST to Claim-AI

  • Receive FHIR ClaimResponse

  • Update Claim Status and ReviewStatus

  • Reports claim adjudication misclassifications

Models

The following model is created to support the Claim AI-based Categorisation:

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Claim-AI Module

Claim-AI Responsibilities

  • Self containing REST API

  • Accepts FHIR R4 Claim and reply with FHIR R4 ClaimResponse

  • Clean the data and prepare it for the AI model

  • Categorize the claim (AI model execution)