---
title: MRI-JEPA
emoji: 🧠
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 6.14.0
app_file: app.py
pinned: false
license: mit
---

# MRI-JEPA — Brain MRI Analysis

Drop a NIfTI scan (.nii / .nii.gz) for:
- **Skull stripping** — multi-Otsu + morphological operations
- **I-JEPA embedding** — ViT-H/14 patch mean (`facebook/ijepa_vith14_1k`)
- **Pathology classification** — KNN + MLP (balanced acc. 0.965)
- **Age regression** — KNN + MLP (MAE 6.2 yrs, R² 0.866)

Trained on [FOMO60K](https://huggingface.co/datasets/FOMO25/FOMO60K) (~48K brain MRI scans across 16 datasets).

By [Shunya Research](https://shunyaresearch.systems)