Deep-learning-based analysis of preoperative MRI predicts microvascular invasion and outcome in hepatocellular carcinoma

BACKGROUND: Preoperative prediction of microvascular invasion (MVI) is critical for treatment strategy making in patients with hepatocellular carcinoma (HCC). We aimed to develop a deep learning (DL) model based on preoperative dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) to predic...

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Detalles Bibliográficos
Autores principales: Sun, Bao-Ye, Gu, Pei-Yi, Guan, Ruo-Yu, Zhou, Cheng, Lu, Jian-Wei, Yang, Zhang-Fu, Pan, Chao, Zhou, Pei-Yun, Zhu, Ya-Ping, Li, Jia-Rui, Wang, Zhu-Tao, Gao, Shan-Shan, Gan, Wei, Yi, Yong, Luo, Ye, Qiu, Shuang-Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9178852/
https://www.ncbi.nlm.nih.gov/pubmed/35676669
http://dx.doi.org/10.1186/s12957-022-02645-8

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