README.md

metadata

title: OED Diagnosis (PLIP)
emoji: 🔬
colorFrom: purple
colorTo: indigo
sdk: gradio
sdk_version: 5.0.1
python_version: '3.11'
app_file: app.py
pinned: false
license: mit
short_description: Zero-shot diagnosis of oral epithelial dysplasia using PLIP

OED Diagnosis App

Zero-shot classification of oral epithelial dysplasia (OED) grades from H&E histology images using the PLIP vision–language foundation model (Huang et al., Nature Medicine 2023).

Workflow: Upload image → (optional) add clinical data → press button → get diagnosis with confidence scores for each class.

For research and education only. Not a clinical diagnostic tool.