Image-driven classification of functioning and nonfunctioning pituitary adenoma by deep convolutional neural networks

The secreting function of pituitary adenomas (PAs) plays a critical role in making the treatment strategies. However, Magnetic Resonance Imaging (MRI) analysis for pituitary adenomas is labor intensive and highly variable among radiologists. In this work, by applying convolutional neural network (CN...

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Detalhes bibliográficos
Publicado no:Comput Struct Biotechnol J
Main Authors: Li, Hongyu, Zhao, Qi, Zhang, Yihua, Sai, Ke, Xu, Lunshan, Mou, Yonggao, Xie, Yubin, Ren, Jian, Jiang, Xiaobing
Formato: Artigo
Idioma:Inglês
Publicado em: Research Network of Computational and Structural Biotechnology 2021
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8178077/
https://ncbi.nlm.nih.gov/pubmed/34136106
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csbj.2021.05.023
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