Report-paired & multimodal
Every DICOM study ships with its matched radiology report and structured metadata: modality, body region, age band, device.
Radiology data for medical AI
Training-ready radiology data for medical AI.
Lumen turns European clinical archives into certified-anonymous, report-paired imaging data — DICOM studies matched to their radiology reports, ready for your models.
GDPR · German GDNG · EHDS-aligned — anonymisation independently audited
- 0+
- de-identified images
- 0+
- radiology practices
- 0%
- report-paired
Built for compliance
- GDPR
- German GDNG
- EU EHDS-aligned
- DICOM PS3.15
- Independently audited
Why Lumen
Data your models can actually train on
Not orphan pixels — every record is structured, matched, and cleared for use.
Certified anonymous
DICOM scrubbing, pixel-PHI removal, head-scan defacing and German report de-identification — independently audited, so the data sits outside the GDPR.
European & representative
Real clinical distributions and native German-language reports that US-sourced datasets structurally lack.
How it works
From clinical archive to licensed dataset
Three steps — and the data never leaves a practice unprotected.
- 1
Connect
A certified appliance reads studies from the practice PACS/RIS in the background — no workflow change.
- 2
Anonymise
On-site de-identification: DICOM tags, burned-in pixel PHI, head-scan defacing, German-report NER. Risk-tested on every release.
- 3
License
Access the corpus via secure API or clean room — a non-exclusive feed, plus custom and semi-exclusive cohorts.
Inside the dataset
What you get
A growing, multimodal corpus — refreshed weekly as practices stay connected.
Modalities
- CT
- MRI
- X-ray
- Ultrasound
- Mammography
- Angiography
- 100%
- report-paired
- Native DE
- radiology reports
- Weekly
- fresh studies
- Longitudinal
- where available
For radiology practices
Own an archive? Earn from it.
Turn years of studies into a new, compliant revenue line — non-exclusive, opt-out anytime, zero workflow change. We carry the anonymisation and governance.
FAQ
Frequently asked questions
Is this data legal to license?
Yes — properly anonymised data falls outside the GDPR, which is the basis for licensing it. We design intake around explicit patient consent and German §203 rules, validated by qualified counsel and an independent Datenschutz-Gutachten.
How is it anonymised?
On-site, before anything leaves the practice: DICOM tags scrubbed to PS3.15, burned-in pixel text removed, head CT/MRI defaced, and German reports de-identified with clinical NER. Every release is risk-tested.
What exactly is in the data?
De-identified DICOM studies paired with their radiology reports and structured metadata — across CT, MRI, X-ray, ultrasound, mammography and angiography, with native German reports.
How do we get started?
Tell us your use case and we’ll arrange a representative sample and a design-partner conversation. It starts with a 20-minute call.
Get started
Get access to the dataset
Tell us your use case — we’ll arrange a representative sample and scope a license.
Run a radiology practice? Partner your practice →