CheXReport: A transformer-based architecture to generate chest X-ray reports suggestions

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Felipe André Zeiser, Cristiano André da Costa, Gabriel de Oliveira Ramos, Andreas K. Maier, Rodrigo da Rosa Righi

Published: 01 Jan 2024, Last Modified: 17 Jan 2025Expert Syst. Appl. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•CheXReport leverages a fully transformer-based encoder–decoder architecture.•Enhance chest X-ray report generation on the MIMIC-CXR dataset.•CheXReport can correlate the images’ global context with the report to suggest radiological findings.