DCAI: a dual cross-attention integration framework for benign-malignant classification of pulmonary nodules

Lung cancer remains a leading cause of cancer-related mortality worldwide, and accurate early identification of malignant pulmonary nodules is critical for improving patient outcomes. Although artificial intelligence (AI) technology has shown promise in pulmonary nodule benign-malignant classificati...

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Principais autores:	Shuling Wang, Suixue Wang, Rongdao Sun
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2025-07-01
coleção:	Frontiers in Medicine
Assuntos:	pulmonary nodule benign-malignant classification artificial intelligence multimodal cross-attention transformer
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fmed.2025.1636008/full
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