Performance Test of a Well-Trained Model for Meningioma Segmentation in Health Care Centers: Secondary Analysis Based on Four Retrospective Multicenter Data Sets

BackgroundConvolutional neural networks (CNNs) have produced state-of-the-art results in meningioma segmentation on magnetic resonance imaging (MRI). However, images obtained from different institutions, protocols, or scanners may show significant domain shift, leading to performance degradation and...

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Main Authors: Chaoyue Chen (Author), Yuen Teng (Author), Shuo Tan (Author), Zizhou Wang (Author), Lei Zhang (Author), Jianguo Xu (Author)
Format: Book
Published: JMIR Publications, 2023-12-01T00:00:00Z.
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