drankitjoshi/Post-NAHT-Prostate-Cancer-Outcome-Predictor

1---2title: NAHT Outcome Predictor3colorFrom: blue4colorTo: green5sdk: gradio6app_file: app.py7pinned: false8---9 10# NAHT Outcome Predictor11 12Gradio deployment package for the rebuilt NAHT prediction suite.13 14## Included15 16- Deployable BCR model: `bcr_clinical`17- Optional pathology-aware BCR model: `bcr_postop`18- Margin, node, and exploratory pCR prediction19- Clinical Cox model for BCR-free survival20 21## Required project folders22 23Keep these folders beside `app.py` when deploying:24 25- `model_rebuild_outputs/`26- `manuscript_package/`27- `app_reports/` (will also be created automatically if missing)28 29## Local run30 31```bash32python app.py33```34 35## Notes36 37- The app is intended for research and decision-support prototyping.38- `pCR` remains exploratory because of low event count.39- For production clinical deployment, add authentication, audit logging, and secure hosting.40