metadata

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. 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