MRChexNet: Multi-modal bridge and relational learning for thoracic disease recognition in chest X-rays

MRChexNet: Multi-modal bridge and relational learning for thoracic disease recognition in chest X-rays

While diagnosing multiple lesion regions in chest X-ray (CXR) images, radiologists usually apply pathological relationships in medicine before making decisions. Therefore, a comprehensive analysis of labeling relationships in different data modes is essential to improve the recognition performance o...

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Bibliographic Details
Main Authors: Guoli Wang, Pingping Wang, Jinyu Cong, Benzheng Wei
Format: Article
Language:English
Published: AIMS Press 2023-12-01
Series:Mathematical Biosciences and Engineering
Subjects:
multi-label chest x-ray recognition
cross-modal fusion
pathology correlation
relational learning
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023942?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023942?viewType=HTML

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