Enhancing preoperative diagnosis of microvascular invasion in hepatocellular carcinoma: domain-adaptation fusion of multi-phase CT images

ObjectivesIn patients with hepatocellular carcinoma (HCC), accurately predicting the preoperative microvascular invasion (MVI) status is crucial for improving survival rates. This study proposes a multi-modal domain-adaptive fusion model based on deep learning methods to predict the preoperative MVI...

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Detalhes bibliográficos

Principais autores:	Zhaole Yu, Yu Liu, Xisheng Dai, Enming Cui, Jin Cui, Changyi Ma
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2024-01-01
coleção:	Frontiers in Oncology
Assuntos:	hepatocellular carcinoma microvascular invasion multi-modal domain adaptation feature fusion
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fonc.2024.1332188/full
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