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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...
Autores principales: | Li, Hongyu, Zhao, Qi, Zhang, Yihua, Sai, Ke, Xu, Lunshan, Mou, Yonggao, Xie, Yubin, Ren, Jian, Jiang, Xiaobing |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8178077/ https://www.ncbi.nlm.nih.gov/pubmed/34136106 http://dx.doi.org/10.1016/j.csbj.2021.05.023 |
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