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Modality-based attention and dual-stream multiple instance convolutional neural network for predicting microvascular invasion of hepatocellular carcinoma

BACKGROUND AND PURPOSE: The presence of microvascular invasion (MVI) is a crucial indicator of postoperative recurrence in patients with hepatocellular carcinoma (HCC). Detecting MVI before surgery can improve personalized surgical planning and enhance patient survival. However, existing automatic d...

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Detalles Bibliográficos
Autores principales: Li, Zhi, Wang, Yutao, Zhu, Yuzhao, Xu, Jiafeng, Wei, Jinzhu, Xie, Jiang, Zhang, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10331018/
https://www.ncbi.nlm.nih.gov/pubmed/37434971
http://dx.doi.org/10.3389/fonc.2023.1195110