vision
MedImageParse (BiomedParse)
Microsoft biomedical model for joint segmentation, detection and recognition across nine imaging modalities from text prompts.
Levelmodel
Classvision
Parametersnot in the notes
Contextnot in the notes
Released4 Nov 2024
Opennessopen weights restricted
Runs onnot in the notes
Statusactive
Industry Use Cases
Healthcare
Medical image segmentationR&D Topics
Identity
- Developer
- Microsoft AI
- Family
- not in the notes
- Released
- 4 Nov 2024 sourcesregistry date
- Weights published
- –
- Record checked
- 12 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.
Architecture and Size
- Architecture
- dense transformer
- Total parameters
- – sources
- Active parameters
- –
- Checkpoint parameters
- –
- Note
- MedImageParse 3D is offered in Azure AI Foundry.
- Context length
- not in the notes
- Input
- image
- Output
- image
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).
Openness and Access
- Openness
- open weights restricted
- Licence
- Creative Commons Attribution-NonCommercial-ShareAlike 4.0 sources
- Access routes
- cloud marketplace, gated preview
Where this comes from
The licence file governs over registry tags and aggregator labels.
Deployment
- Runs on
- not in the notes
- Footprint
- not in the notes
- Runtimes
- not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.
Indonesia
- Indonesian support
- not stated
- Regional languages
- not in the notes
- Jakarta hosting
- unknown
- Languages
- not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.
Benchmark Results
The notes record no benchmark result for this model.
Lineage
The notes record no lineage for this model.
Links
DeveloperMicrosoft AIbig tech, USA
Microsoft AIbig tech, USAModelMedImageParse (BiomedParse)Microsoft AI, vision
MedImageParse (BiomedParse)Microsoft AI, visionUse CasesMedical Image SegmentationHealthcare
Who Runs Itnone recordedDeployments of these use cases; none names this model.
Use cases 1
Organisations 1
Sources
- huggingface.co/microsoft/BiomedParse https://huggingface.co/microsoft/BiomedParse
- learn.microsoft.com/en-us/azure/foundry-classic/how-to/healthcare... https://learn.microsoft.com/en-us/azure/foundry-classic/how-to/healthcare-ai/healthcare-ai-models
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "MedImageParse (BiomedParse)", https://aurion.semai.id/models/microsoft-medimageparse/, records of October 2026.