Aligning, Autoencoding and Prompting Large Language Models for Novel Disease Reporting

Given radiology images, automatic radiology report generation aims to produce informative text that reports diseases. It can benefit current clinical practice in diagnostic radiology. Existing methods typically rely on large-scale medical datasets annotated by clinicians to train desirable models. H...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 5 vom: 07. Mai, Seite 3332-3343
Auteur principal: Liu, Fenglin (Auteur)
Autres auteurs: Wu, Xian, Huang, Jinfa, Yang, Bang, Branson, Kim, Schwab, Patrick, Clifton, Lei, Zhang, Ping, Luo, Jiebo, Zheng, Yefeng, Clifton, David A
Format: Article en ligne
Langue:English
Publié: 2025
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article