Dataset · Scientific Media
CT, MRI and X-ray images with reports
Harbor’s Scientific Media collection pairs every image with its radiology report, ready for vision-language training.
9.7M images
across 34 categories, each with its report
What’s in it
CT, MRI and X-ray images, each paired with the written report that describes it.
- 34 categories
- CT chest and CT brain included
- Image and report delivered together
What teams use it for
Image-report pairs are what vision-language models need to learn to read a scan and describe it.
- Report generation
- Image-text retrieval
- Classification and detection
How licensing works
01
Tell us the use
The model, the task and the volume you need. An NDA covers everything that follows.
02
Get a sample
We confirm the exact subset, rights and delivery format, and send a sample before anything is priced.
03
License
Every record ships scrubbed of personal data, with consent records and a written license.
04
Fill the gaps
If the inventory doesn’t cover it, Harbor Collect records it to your spec.
Questions
- Is the data cleared for commercial model training?
- Rights are confirmed per project before pricing, and every delivery comes with a written license covering the agreed use.
- How is personal data handled?
- Faces, screens, spoken personal details and file metadata are scrubbed before delivery, and each redaction is logged in a provenance report.
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CT, MRI and X-ray images with reports
Harbor’s Scientific Media collection pairs every image with its radiology report, ready for vision-language training.