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Packagede.medizininformatikinitiative.use-case.omi
Resource TypeDevice
IdDevice-AgAlgorithm.json
FHIR VersionR4

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Source1

{
  "resourceType": "Device",
  "id": "AgAlgorithm",
  "meta": {
    "profile": [
      "http://omi.de/fhir/registry/StructureDefinition/algorithm-device"
    ]
  },
  "extension": [
    {
      "extension": [
        {
          "url": "hash",
          "valueString": "e1ced700f52a576ddb1ac68de74838e0283d379e599329d419090299c4605726"
        },
        {
          "url": "type",
          "valueCodeableConcept": {
            "coding": [
              {
                "code": "SHA-256",
                "system": "http://terminology.hl7.org/CodeSystem/v3-IntegrityCheckAlgorithm",
                "display": "secure hash algorithm - 256"
              }
            ]
          }
        }
      ],
      "url": "http://omi.de/fhir/registry/StructureDefinition/build-hash-extension"
    },
    {
      "url": "http://omi.de/fhir/registry/StructureDefinition/input-parameter-extension",
      "valueCanonical": "http://omi.de/fhir/registry/StructureDefinition/AgServiceInputParameterDicomBinary"
    },
    {
      "url": "http://omi.de/fhir/registry/StructureDefinition/output-parameter-extension",
      "valueCanonical": "http://omi.de/fhir/registry/StructureDefinition/AgServiceOutputParameters"
    },
    {
      "extension": [
        {
          "extension": [
            {
              "valueQuantity": {
                "value": 1.4
              },
              "url": "resolutionx"
            },
            {
              "valueQuantity": {
                "value": 1.25
              },
              "url": "resolutiony"
            },
            {
              "valueQuantity": {
                "value": 1.25
              },
              "url": "resolutionz"
            },
            {
              "url": "qualifier",
              "valueCoding": {
                "code": "C25570",
                "system": "http://ncicb.nci.nih.gov/xml/owl/EVS/Thesaurus.owl",
                "display": "Minimum"
              }
            }
          ],
          "url": "minres"
        }
      ],
      "url": "http://omi.de/fhir/registry/StructureDefinition/mrt-resolution-requirement-extension"
    }
  ],
  "identifier": [
    {
      "system": "http://omi.de/fhir/registry/sid/device",
      "value": "480d487d-8843-4eeb-b4d4-8cbf957b7a68"
    }
  ],
  "version": [
    {
      "value": "0.1.0"
    }
  ],
  "deviceName": [
    {
      "type": "user-friendly-name",
      "name": "Adrenal Gland Volume Measurement"
    },
    {
      "type": "model-name",
      "name": "AGVM"
    }
  ],
  "property": [
    {
      "valueCode": [
        {
          "coding": [
            {
              "code": "CT",
              "system": "http://dicom.nema.org/resources/ontology/DCM",
              "display": "Computed Tomography"
            }
          ]
        }
      ],
      "type": {
        "coding": [
          {
            "code": "360037004",
            "system": "http://snomed.info/sct"
          }
        ]
      }
    },
    {
      "valueCode": [
        {
          "coding": [
            {
              "code": "24028007",
              "system": "http://snomed.info/sct",
              "display": "Right"
            }
          ]
        }
      ],
      "type": {
        "coding": [
          {
            "code": "272741003",
            "system": "http://snomed.info/sct"
          }
        ]
      }
    },
    {
      "valueCode": [
        {
          "coding": [
            {
              "code": "prediction",
              "system": "http://omi.de/fhir/registry/CodeSystem/ai-service-type-codesystem",
              "display": "Prediction"
            }
          ]
        }
      ],
      "type": {
        "coding": [
          {
            "code": "410656007",
            "system": "http://snomed.info/sct"
          }
        ]
      }
    },
    {
      "valueCode": [
        {
          "coding": [
            {
              "code": "segmentation",
              "system": "http://omi.de/fhir/registry/CodeSystem/ai-service-type-codesystem",
              "display": "Segmentation"
            }
          ]
        }
      ],
      "type": {
        "coding": [
          {
            "code": "410656007",
            "system": "http://snomed.info/sct"
          }
        ]
      }
    },
    {
      "valueCode": [
        {
          "coding": [
            {
              "code": "23451007",
              "system": "http://snomed.info/sct",
              "display": "Adrenal structure (body structure)"
            }
          ]
        }
      ],
      "type": {
        "coding": [
          {
            "code": "123037004",
            "system": "http://snomed.info/sct"
          }
        ]
      }
    }
  ],
  "note": [
    {
      "text": "This AI algorithm leverages a U-Net based convolutional neural network for the segmentation of adrenal glands from DICOM images. After preprocessing the input DICOM image, the network generates a segmentation mask, which is then refined and overlaid on the original image. The final output is a DICOM image with the segmented adrenal glands, enabling volume measurement and further analysis."
    }
  ],
  "status": "active",
  "owner": {
    "reference": "Organization/UKERAGAIUBG"
  }
}