Kaggle2025HackathonsExploratory Trials
RSNA Intracranial Aneurysm Detection
Detecting intracranial aneurysms from CT/MR brain scans. So far: DICOMs into 3D volumes, and zero-shot BiomedCLIP scoring of slices. The detection head doesn't exist yet.
pydicomBiomedCLIP3D volumes
Status: Draft, EDA only.
Objective
Detect intracranial aneurysms from CT/MR brain scans.
Approach
- DICOM loading: stack the slices into 3D volumes per scan.
- Zero-shot BiomedCLIP: score each slice against modality text prompts. I wanted to see how much a medical vision-language model knows before I train anything.
Where it's at
- ✅ DICOM to 3D volume loader
- ✅ Zero-shot BiomedCLIP slice scoring
- ❌ Detection head
Posts
No posts for this project yet. Come back later.