--- title: RATCHET emoji: 🏆 colorFrom: red colorTo: gray sdk: streamlit sdk_version: 1.19.0 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. ### Architecture

RATCHET Architecture

### Results

     Cardiomegaly           Cardiomegaly Attention Plot     

##### Generated Text: > In comparison with the study of \_\_\_, there is little overall change. Again there is substantial enlargement of the cardiac silhouette with a dual-channel pacer device in place. No evidence of vascular congestion or acute focal pneumonia. Blunting of the costophrenic angles is again seen. ### More Examples

More Captioning Examples