Radiology Context

{
  "version": "1.0",
  "pacs": {
    "type": "orthanc|dcm4chee| Conquest| OHIF |custom",
    "url": "https://pacs.example.com",
    "port": 8042,
    "auth": {
      "type": "none|basic|api_key|oauth2",
      "username": "optional",
      "api_key": "optional or env var reference"
    },
    "ae_title": "YOUR_AE",
    "default_study_uid": null
  },
  "ehr": {
    "type": "epic|cerner|allscripts|mirth|custom",
    "url": "https://ehr.example.com",
    "auth": {
      "type": "oauth2|saml|api_key",
      "client_id": "optional"
    }
  },
  "modalities": ["CT", "MRI", "X-ray", "Ultrasound"],
  "ai_tools": {
    "enabled": ["aidoc", "radai", "clara"],
    "config": {
      "aidoc": { "api_key": "env:AIDOC_API_KEY" },
      "radai": { "api_key": "env:RADAI_API_KEY" }
    }
  },
  "workflow": {
    "default_search_days": 30,
    "report_template": "default",
    "notification_email": "[email protected]"
  },
  "preferences": {
    "timezone": "America/New_York",
    "date_format": "YYYY-MM-DD",
    "units": "metric"
  }
}

Commands

Initialize Context

Create a new radiology context:

Initialize radiology context with:
- PACS: [type] at [url]
- Modalities: [list]
- EHR: [type] (optional)

Prompt sequence:

1. Ask for PACS type and URL
2. Ask for authentication method
3. Ask for modalities used
4. Ask for EHR type (optional)
5. Ask for AI tools (optional)
6. Create context file

Update Context

Modify existing context:

Update radiology context:
- PACS: [new values]
- Add modality: [modality]

Supported updates:

• set pacs <type> <url>
• add modality <modality>
• remove modality <modality>
• set ehr <type> <url>
• add ai <ai_tool>
• update workflow <setting> <value>

Display Context

Show current context:

Show my radiology context

Returns formatted, redacted context (no secrets displayed).

Validate Context

Check context validity:

Validate my radiology context

Checks:

• Required fields present
• URLs reachable
• Auth credentials valid
• Modalities valid
• AI tools accessible

Clear Context

Reset context to empty:

Clear radiology context

Removes all context. User must re-initialize.

PACS Types

PACS Configuration Examples

Orthanc:

{
  "type": "orthanc",
  "url": "http://localhost:8042",
  "auth": { "type": "basic", "username": "orthanc", "password": "env:ORTHANC_PASSWORD" }
}

DCM4CHEE:

{
  "type": "dcm4chee",
  "url": "http://192.168.1.100:8080/dcm4chee-arc/aets",
  "ae_title": "DCM4CHEE",
  "auth": { "type": "basic" }
}

DICOMweb:

{
  "type": "dicomweb",
  "url": "https://pacs.example.com/dicomweb",
  "auth": { "type": "oauth2", "client_id": "env:DICOMWEB_CLIENT_ID" }
}

Authentication Types

Security best practices:

• Store secrets in environment variables: "api_key": "env:VAR_NAME"
• Never commit secrets to files
• Use .env file for local development

Modality Configuration

List supported modalities:

{
  "modalities": [
    "CT", "MRI", "X-ray", "CR", "DX",
    "Ultrasound", "US", "Mammography", "MG",
    "Nuclear", "NM", "PET", "PT",
    "Fluoroscopy", "RF", "Angiography", "XA"
  ]
}

Add specific scanner types:

{
  "modalities": [
    { "type": "CT", "scanner": "Siemens SOMATOM" },
    { "type": "MRI", "scanner": "GE SIGNA Premier 3T" }
  ]
}

AI Tool Configuration

Supported AI platforms:

{
  "ai_tools": {
    "enabled": ["aidoc", "radai"],
    "config": {
      "aidoc": {
        "endpoint": "https://api.aidoc.com",
        "api_key": "env:AIDOC_API_KEY"
      },
      "radai": {
        "endpoint": "https://api.radai.ai",
        "api_key": "env:RADAI_API_KEY"
      }
    }
  }
}

EHR Integration

{
  "ehr": {
    "type": "epic",
    "url": "https://fhir.epic.com/interconnect-fhir-oauth",
    "auth": {
      "type": "oauth2",
      "client_id": "env:EPIC_CLIENT_ID"
    }
  }
}

Workflow Settings

{
  "workflow": {
    "default_search_days": 30,
    "max_results": 100,
    "report_template": "structured",
    "auto_populate_patient": true,
    "notification_webhook": "env:WEBHOOK_URL"
  }
}

Error Handling

Example Interactions

Example 1: First-time Setup

User: Set up my radiology context Agent: I'll help you set up your radiology environment. Let's start:

1. PACS Type: What PACS system do you use? (orthanc, dcm4chee, epic-radiant, custom)

2. PACS URL: What's the base URL for your PACS?

3. Authentication: How do you authenticate? (none, basic, API key)

4. Modalities: What imaging modalities do you work with?

5. EHR: Do you use an EHR system? (optional)

6. AI Tools: Any AI detection/reporting tools? (optional)

User: I use Orthanc at localhost:8042 with no auth, CT and MRI, no EHR, no AI Agent: ✓ Context created at .agents/radiology-context.json

Example 2: Query with Context

User: Find recent CT head studies Agent: Using your configured Orthanc PACS...

✓ Query: CT Head
✓ Date: Last 30 days
✓ Results: 12 studies

Example 3: Update Context

User: Add dcm4chee as my PACS Agent: I'll update your PACS configuration.

Current: Orthanc at localhost:8042 New: DCM4CHEE at [Enter URL]

Please provide the DCM4CHEE URL: User: http://192.168.1.100:8080/dcm4chee Agent: ✓ PACS updated. Would you like me to validate the connection?

Related Skills

• pacs-workflow: For PACS-specific queries
• dicom-web-query: For DICOMweb operations
• hl7-fhir-radiology: For EHR integration
• ai-detection-pipeline: For AI tool configuration
• llm-radiology-use: For LLM configuration

Tips

1. Start simple: Begin with basic PACS config, add complexity as needed
2. Use environment variables: Never hardcode secrets
3. Validate regularly: Run validate context to check settings
4. Document changes: Note why you changed settings
5. Test connections: Verify PACS/EHR after configuration