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Radiomics analysis of ultrasound to predict recurrence of hepatocellular carcinoma after microwave ablation

Objective To develop and validate an ultrasonic radiomics model for predicting the recurrence and differentiation of hepatocellular carcinoma (HCC). Convolutional neural network (CNN) ResNet 18 and Pyradiomics were used to analyze gray-scale-ultrasonic images to predict the prognosis and degree of d...

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Detalhes bibliográficos
Main Authors: Jia-peng Wu, Wen-zhen Ding, Yu-ling Wang, Sisi Liu, Xiao-qian Zhang, Qi Yang, Wen-jia Cai, Xiao-ling Yu, Fang-yi Liu, Dexing Kong, Hui Zhong, Jie Yu, Ping Liang
Formato: Artigo
Idioma:Inglês
Publicado em: Taylor & Francis Group 2022-12-01
Colecção:International Journal of Hyperthermia
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Acesso em linha:https://www.tandfonline.com/doi/10.1080/02656736.2022.2062463
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