README.md

---
title: Tavr_project
emoji: 💻
colorFrom: yellow
colorTo: red
sdk: docker
app_port: 7860
pinned: false
license: cc-by-4.0
---

# Predicting In-Hospital Mortality After TAVR

A web app for predicting in-hospital mortality after Transcatheter Aortic Valve Replacement (TAVR) using a penalized logistic regression model trained on HCUP NIS data (2012-2019).

**Published paper:** [Alhwiti, T., Aldrugh, S., & Megahed, F. M. (2023), *Scientific Reports*](https://www.nature.com/articles/s41598-023-37358-9.pdf)

| | Link |
|---|---|
| GitHub | https://github.com/fmegahed/tavr_project |
| Hugging Face Space | https://huggingface.co/spaces/fmegahed/tavr_project |