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Advanced Deep Learning Approach to Automatically Segment Malignant Tumors and Ablation Zone in the Liver With Contrast-Enhanced CT

OBJECTIVE: Liver cancer is one of the most commonly diagnosed cancer, and energy-based tumor ablation is a widely accepted treatment. Automatic and robust segmentation of liver tumors and ablation zones would facilitate the evaluation of treatment success. The purpose of this study was to develop an...

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Bibliografiske detaljer
Udgivet i:Front Oncol
Main Authors: He, Kan, Liu, Xiaoming, Shahzad, Rahil, Reimer, Robert, Thiele, Frank, Niehoff, Julius, Wybranski, Christian, Bunck, Alexander C., Zhang, Huimao, Perkuhn, Michael
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8320434/
https://ncbi.nlm.nih.gov/pubmed/34336661
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fonc.2021.669437
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