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.

RadGraph2: Modeling Disease Progression in Radiology Reports via Hierarchical Information Extraction

no code implementations • 9 Aug 2023 • Sameer Khanna, Adam Dejl, Kibo Yoon, Quoc Hung Truong, Hanh Duong, Agustina Saenz, Pranav Rajpurkar

We present RadGraph2, a novel dataset for extracting information from radiology reports that focuses on capturing changes in disease state and device placement over time.

Relation Relation Extraction