Improved U-Net based on cross-layer connection for pituitary adenoma MRI image segmentation

Improved U-Net based on cross-layer connection for pituitary adenoma MRI image segmentation

Pituitary adenoma is a common neuroendocrine neoplasm, and most of its MR images are characterized by blurred edges, high noise and similar to surrounding normal tissues. Therefore, it is extremely difficult to accurately locate and outline the lesion of pituitary adenoma. To sovle these limitations...

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Bibliographic Details
Main Authors: Xiaoliang Jiang, Junjian Xiao, Qile Zhang, Lihui Wang, Jinyun Jiang, Kun Lan
Format: Article
Language:English
Published: AIMS Press 2023-01-01
Series:Mathematical Biosciences and Engineering
Subjects:
pituitary adenoma
u-net
cross-layer connection
image segmentation
inception-dense
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023003?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023003?viewType=HTML

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