README.md

---
title: RATCHET
emoji: 🏆
colorFrom: red
colorTo: gray
sdk: streamlit
sdk_version: 1.21.0
app_file: app.py
pinned: false
license: mit
---

# RATCHET: RAdiological Text Captioning for Human Examined Thoraxes

RATCHET is a Medical Transformer for Chest X-ray Diagnosis and Reporting. Based on the architecture featured in [Attention Is All You Need](https://papers.nips.cc/paper/7181-attention-is-all-you-need.pdf). This network is trained and validated on the MIMIC-CXR v2.0.0 dataset.


### Examples

![](assets/examples.png)