A Lesion-Aware Patch Sampling Approach with EfficientNet3D-UNet for Robust Multiple Sclerosis Lesion Segmentation
Accurate segmentation of multiple sclerosis (MS) lesions from 3D MRI scans is essential for diagnosis, disease monitoring, and treatment planning. However, this task remains challenging due to the sparsity, heterogeneity, and subtle appearance of lesions, as well as the difficulty in obtaining high-...
| 發表在: | Journal of Imaging |
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| Main Authors: | , |
| 格式: | Article |
| 語言: | 英语 |
| 出版: |
MDPI AG
2025-10-01
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| 主題: | |
| 在線閱讀: | https://www.mdpi.com/2313-433X/11/10/361 |