Deep learning–based fully automated detection and segmentation of lymph nodes on multiparametric-mri for rectal cancer: A multicentre study

BACKGROUND: Accurate lymph nodes (LNs) assessment is important for rectal cancer (RC) staging in multiparametric magnetic resonance imaging (mpMRI). However, it is incredibly time-consumming to identify all the LNs in scan region. This study aims to develop and validate a deep-learning-based, fully-...

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Bibliografiske detaljer
Udgivet i:EBioMedicine
Main Authors: Zhao, Xingyu, Xie, Peiyi, Wang, Mengmeng, Li, Wenru, Pickhardt, Perry J., Xia, Wei, Xiong, Fei, Zhang, Rui, Xie, Yao, Jian, Junming, Bai, Honglin, Ni, Caifang, Gu, Jinhui, Yu, Tao, Tang, Yuguo, Gao, Xin, Meng, Xiaochun
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2020
Fag:
Research paper
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7276514/
https://ncbi.nlm.nih.gov/pubmed/32512507
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ebiom.2020.102780
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