CEUS-Based Radiomics Can Show Changes in Protein Levels in Liver Metastases After Incomplete Thermal Ablation

CEUS-Based Radiomics Can Show Changes in Protein Levels in Liver Metastases After Incomplete Thermal Ablation

ObjectiveTo investigate the ability of contrast-enhanced ultrasound (CEUS)-based radiomics combined with machine learning to detect early protein changes after incomplete thermal ablation.MethodsHCT-26 colorectal adenoma cells were engrafted into the livers of 80 mice, which were randomly divided in...

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Bibliographic Details
Main Authors: Haiwei Bao, Ting Chen, Junyan Zhu, Haiyang Xie, Fen Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Oncology
Subjects:
CEUS (contrast-enhanced ultrasound)
radiomics
machine learning
liver metastases
thermal ablation
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2021.694102/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2021.694102/full

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