Ensemble classification and segmentation for intracranial metastatic tumors on MRI images based on 2D U-nets

Ensemble classification and segmentation for intracranial metastatic tumors on MRI images based on 2D U-nets

Abstract The extraction of brain tumor tissues in 3D Brain Magnetic Resonance Imaging (MRI) plays an important role in diagnosis before the gamma knife radiosurgery (GKRS). In this article, the post-contrast T1 whole-brain MRI images had been collected by Taipei Veterans General Hospital (TVGH) and...

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Bibliographic Details
Main Authors:	Cheng-Chung Li, Meng-Yun Wu, Ying-Chou Sun, Hung-Hsun Chen, Hsiu-Mei Wu, Ssu-Ting Fang, Wen-Yuh Chung, Wan-Yuo Guo, Henry Horng-Shing Lu
Format:	Article
Language:	English
Published:	Nature Portfolio 2021-10-01
Series:	Scientific Reports
Online Access:	https://doi.org/10.1038/s41598-021-99984-5

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