Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting

no code implementations • 26 Oct 2023 • Benjamin Yan, Ruochen Liu, David E. Kuo, Subathra Adithan, Eduardo Pontes Reis, Stephen Kwak, Vasantha Kumar Venugopal, Chloe P. O'Connell, Agustina Saenz, Pranav Rajpurkar, Michael Moor

First, we extract the content from an image; then, we verbalize the extracted content into a report that matches the style of a specific radiologist.

Multimodal Image-Text Matching Improves Retrieval-based Chest X-Ray Report Generation

1 code implementation • 29 Mar 2023 • Jaehwan Jeong, Katherine Tian, Andrew Li, Sina Hartung, Fardad Behzadi, Juan Calle, David Osayande, Michael Pohlen, Subathra Adithan, Pranav Rajpurkar

In this work, we propose Contrastive X-Ray REport Match (X-REM), a novel retrieval-based radiology report generation module that uses an image-text matching score to measure the similarity of a chest X-ray image and radiology report for report retrieval.

Image Captioning Image-text matching +2