Papers by Agustina Saenz
Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting (2023.findings-emnlp)
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Benjamin Yan, Ruochen Liu, David Kuo, Subathra Adithan, Eduardo Reis, Stephen Kwak, Vasantha Venugopal, Chloe O’Connell, Agustina Saenz, Pranav Rajpurkar, Michael Moor
| Challenge: | Existing methods for generating reports from medical images conflate the content of the report with its style, which can lead to inaccurate reports. |
| Approach: | They propose a two-step approach to generate radiology reports from medical images using large language models and a graph representation of reports. |
| Outcome: | The proposed approach improves the performance of human evaluations with clinical raters. |