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Multiple U-Net-Based Automatic Segmentations and Radiomics Feature Stability on Ultrasound Images for Patients With Ovarian Cancer

Few studies have reported the reproducibility and stability of ultrasound (US) images based radiomics features obtained from automatic segmentation in oncology. The purpose of this study is to study the accuracy of automatic segmentation algorithms based on multiple U-net models and their effects on...

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Vydáno v:Front Oncol
Hlavní autoři: Jin, Juebin, Zhu, Haiyan, Zhang, Jindi, Ai, Yao, Zhang, Ji, Teng, Yinyan, Xie, Congying, Jin, Xiance
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2021
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7930567/
https://ncbi.nlm.nih.gov/pubmed/33680934
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fonc.2020.614201
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