FHIR IG analytics| Package | de.medizininformatikinitiative.use-case.omi |
| Resource Type | Device |
| Id | Device-AgAlgorithm.json |
| FHIR Version | R4 |
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No resources found
No narrative content found in resource
{
"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"
}
}