Bioimpedance assessment method based on back propagation neural network for irreversible electroporation of liver tissue

Bioimpedance assessment method based on back propagation neural network for irreversible electroporation of liver tissue

Abstract The safety and efficacy of irreversible electroporation (IRE) in tumor therapy has been validated over many years by clinical application. An in-depth study, however, is required to assess the degree of ablation during the clinical dissemination of the treatment. In this study, we propose a...

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Bibliographic Details
Main Authors: Chengjiang Wang, Yuchi Zhang, Fulai Lin, Zhuoqun Li, Zhuomin Ping, Yujia Shi, Yunfei Chen, Mengbo Yu, Wenyu Qin, Yiyin Rong, Jian Zhuang, Yi Lyu, Fenggang Ren
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
IRE
Bioimpedance spectroscopy
BP neural network
Evaluation of the degree of ablation
Online Access:https://doi.org/10.1038/s41598-025-01166-0
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