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

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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Bibliographic Details
Main Authors: Hongyu Li, Qi Zhao, Yihua Zhang, Ke Sai, Lunshan Xu, Yonggao Mou, Yubin Xie, Jian Ren, Xiaobing Jiang
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:Computational and Structural Biotechnology Journal
Subjects:
Pituitary adenomas
MRI
Deep learning
Online Access:http://www.sciencedirect.com/science/article/pii/S200103702100204X

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http://www.sciencedirect.com/science/article/pii/S200103702100204X

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