技能 人工智能 Abridge医疗AI持续集成

Abridge医疗AI持续集成

v20260423
abridge-ci-integration
用于为Abridge临床AI集成构建完整的CI/CD流程。该流程通过GitHub Actions自动化执行,重点包括FHIR资源格式验证、PHI泄露扫描(确保HIPAA合规性)以及沙箱环境的端到端集成测试。确保医疗AI应用的安全性与可靠性。
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概览

Abridge CI Integration

Overview

CI/CD pipeline for Abridge clinical documentation integrations. Healthcare CI pipelines require FHIR resource validation, PHI leak scanning, HIPAA compliance checks, and sandbox integration testing.

Instructions

Step 1: GitHub Actions Workflow

# .github/workflows/abridge-ci.yml
name: Abridge Integration CI

on:
  push:
    branches: [main, develop]
  pull_request:
    branches: [main]

env:
  NODE_VERSION: '20'

jobs:
  lint-and-type-check:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with: { node-version: '${{ env.NODE_VERSION }}' }
      - run: npm ci
      - run: npm run lint
      - run: npm run typecheck

  phi-leak-scan:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - name: Scan for PHI patterns in source code
        run: |
          echo "Scanning for PHI patterns..."
          # SSN patterns
          if grep -rn '\b[0-9]\{3\}-[0-9]\{2\}-[0-9]\{4\}\b' src/ --include='*.ts' --include='*.js'; then
            echo "FAIL: Possible SSN found in source code"
            exit 1
          fi
          # Hardcoded patient names (common test names)
          if grep -rn '"John Doe\|Jane Doe\|Test Patient"' src/ --include='*.ts'; then
            echo "WARN: Hardcoded patient names — use synthetic data"
          fi
          echo "PHI scan passed"

  fhir-validation:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with: { node-version: '${{ env.NODE_VERSION }}' }
      - run: npm ci
      - name: Validate FHIR resources
        run: |
          npm run test:fhir-schemas
          echo "FHIR R4 validation passed"

  sandbox-integration:
    runs-on: ubuntu-latest
    if: github.event_name == 'push' && github.ref == 'refs/heads/main'
    needs: [lint-and-type-check, phi-leak-scan, fhir-validation]
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with: { node-version: '${{ env.NODE_VERSION }}' }
      - run: npm ci
      - name: Run sandbox integration tests
        env:
          ABRIDGE_SANDBOX_URL: ${{ secrets.ABRIDGE_SANDBOX_URL }}
          ABRIDGE_CLIENT_SECRET: ${{ secrets.ABRIDGE_CLIENT_SECRET }}
          ABRIDGE_ORG_ID: ${{ secrets.ABRIDGE_ORG_ID }}
        run: npm run test:integration

Step 2: FHIR Schema Validation Tests

// tests/fhir-validation.test.ts
import { describe, it, expect } from 'vitest';

describe('FHIR R4 Resource Validation', () => {
  it('should generate valid DocumentReference', () => {
    const docRef = {
      resourceType: 'DocumentReference',
      status: 'current',
      type: { coding: [{ system: 'http://loinc.org', code: '11506-3', display: 'Progress note' }] },
      subject: { reference: 'Patient/test-001' },
      content: [{ attachment: { contentType: 'text/plain', data: btoa('test note') } }],
    };

    expect(docRef.resourceType).toBe('DocumentReference');
    expect(docRef.status).toBe('current');
    expect(docRef.type.coding[0].system).toBe('http://loinc.org');
    expect(docRef.content[0].attachment.contentType).toBe('text/plain');
  });

  it('should generate valid Communication resource for patient summary', () => {
    const comm = {
      resourceType: 'Communication',
      status: 'completed',
      category: [{ coding: [{ system: 'http://terminology.hl7.org/CodeSystem/communication-category', code: 'notification' }] }],
      subject: { reference: 'Patient/test-001' },
      payload: [{ contentString: 'Your visit summary...' }],
    };

    expect(comm.resourceType).toBe('Communication');
    expect(comm.payload[0].contentString).toBeTruthy();
  });
});

Step 3: Integration Test with Sandbox

// tests/integration/sandbox.test.ts
import { describe, it, expect } from 'vitest';
import axios from 'axios';

describe('Abridge Sandbox Integration', () => {
  const api = axios.create({
    baseURL: process.env.ABRIDGE_SANDBOX_URL,
    headers: {
      'Authorization': `Bearer ${process.env.ABRIDGE_CLIENT_SECRET}`,
      'X-Org-Id': process.env.ABRIDGE_ORG_ID!,
    },
  });

  it('should create and finalize an encounter session', async () => {
    const { data: session } = await api.post('/encounters/sessions', {
      patient_id: 'ci-test-patient',
      provider_id: 'ci-test-provider',
      encounter_type: 'outpatient',
      specialty: 'internal_medicine',
      sandbox: true,
    });

    expect(session.session_id).toBeTruthy();
    expect(session.status).toBe('initialized');

    // Submit transcript
    await api.post(`/encounters/sessions/${session.session_id}/transcript`, {
      speaker: 'provider', text: 'CI test — patient presents with headache.',
    });

    // Finalize
    await api.post(`/encounters/sessions/${session.session_id}/finalize`);
  }, 30000);
});

Output

  • GitHub Actions workflow with 4 jobs: lint, PHI scan, FHIR validation, sandbox integration
  • PHI leak detection scanning source code for SSN/MRN patterns
  • FHIR R4 resource validation tests
  • Sandbox integration tests (main branch only)

Error Handling

Issue Cause Solution
PHI scan false positive Regex too broad Add pattern to allowlist in scan script
Sandbox test timeout API slow Increase vitest timeout to 30s
Secrets not available Missing GitHub Secrets Add to repo Settings > Secrets

Resources

Next Steps

For deployment procedures, see abridge-deploy-integration.

信息
Category 人工智能
Name abridge-ci-integration
版本 v20260423
大小 6.25KB
更新时间 2026-04-28
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