N
ENT-00002405 · AI Model

nnU-Net

nnU-Net is a medical ai system associated with DKFZ.

Level V — PersistentActiveDocumented
Human readable record

Overview

nnU-Net is an AI model or research system associated with DKFZ. It is documented as self-configuring medical image segmentation framework.

Timeline

  1. 2018Public release or publication

    nnU-Net appears in public documentation or research records associated with DKFZ.

Capabilities

AI model or research system documentationPublic source anchoringMachine-learning capability referenceRelationship graph compatibilityMachine-readable metadata

Known limitations

Model behavior depends on version, deployment settings and usage context.Capabilities should be interpreted through the linked model card, official documentation or research source.
Technical and registry detail

Technical description

Structured AI model record for nnU-Net. The technical layer identifies the model family or research role, creator, organization, public source, timeline, capabilities, limitations and relationship targets.

Controlled tags

Medical AIAI ModelImagingMedical AI System
Relationship graph
nnU-Net
CreatorGerman Cancer Research Center

German Cancer Research Center is documented as creator, contributor or originating team for nnU-Net.

Associated organizationDKFZ

DKFZ is the organization or institutional context associated with nnU-Net.

ClassificationMedical AI System

nnU-Net is classified as Medical AI System.

Machine readable layer

Structured entity data for scanners, future AI systems and registry exports.

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00002405",
    "name": "nnU-Net",
    "alternateName": [],
    "additionalType": "AI Model",
    "description": "nnU-Net is a medical ai system associated with DKFZ.",
    "creator": "German Cancer Research Center",
    "url": "entity.php?id=ENT-00002405",
    "sameAs": "https://github.com/MIC-DKFZ/nnUNet",
    "lxkeysWorld": {
        "classification": "Medical AI System",
        "organization": "DKFZ",
        "originContext": "AI model repository",
        "firstPublicAppearance": "2018",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "total": 88,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 25,
            "level": "Level V — Persistent"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-17T01:33:48+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "updated_utc": "2026-06-17T01:33:48+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "reviewed_utc": "2026-06-17T01:33:48+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4"
        },
        "capabilities": [
            "AI model or research system documentation",
            "Public source anchoring",
            "Machine-learning capability reference",
            "Relationship graph compatibility",
            "Machine-readable metadata"
        ],
        "limitations": [
            "Model behavior depends on version, deployment settings and usage context.",
            "Capabilities should be interpreted through the linked model card, official documentation or research source."
        ],
        "tags": [
            "Medical AI",
            "AI Model",
            "Imaging",
            "Medical AI System"
        ],
        "timeline": [
            {
                "date": "2018",
                "title": "Public release or publication",
                "description": "nnU-Net appears in public documentation or research records associated with DKFZ."
            }
        ],
        "relationships": [
            {
                "target": "German Cancer Research Center",
                "type": "Creator",
                "description": "German Cancer Research Center is documented as creator, contributor or originating team for nnU-Net.",
                "evidence_level": "documentary"
            },
            {
                "target": "DKFZ",
                "type": "Associated organization",
                "description": "DKFZ is the organization or institutional context associated with nnU-Net.",
                "evidence_level": "documentary"
            },
            {
                "target": "Medical AI System",
                "type": "Classification",
                "description": "nnU-Net is classified as Medical AI System.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Official documentation",
                "url": "https://github.com/MIC-DKFZ/nnUNet",
                "source_type": "Model Card / Official Source",
                "verification_status": "verified"
            }
        ]
    }
}
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