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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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 5 vom: 07. Mai, Seite 3332-3343
1. Verfasser: Liu, Fenglin (VerfasserIn)
Weitere Verfasser: Wu, Xian, Huang, Jinfa, Yang, Bang, Branson, Kim, Schwab, Patrick, Clifton, Lei, Zhang, Ping, Luo, Jiebo, Zheng, Yefeng, Clifton, David A
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2025
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article