Multi-view contrastive learning and symptom extraction insights for medical report generation

Abstract The task of generating medical reports automatically is of paramount importance in modern healthcare, offering a substantial reduction in the workload of radiologists and accelerating the processes of clinical diagnosis and treatment. Current challenges include handling limited sample sizes...

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Bibliographic Details
Main Authors: Qi Bai, Xiaodi Zou, Ahmad Alhaskawi, Yanzhao Dong, Haiying Zhou, Sohaib Hasan Abdullah Ezzi, Vishnu Goutham Kota, Mohamed Hasan Hasan AbdullaAbdulla, Sahar Ahmed Abdalbary, Xianliang Hu, Hui Lu
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-00570-w
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