A U-Net with random mask augmentation and a combined MAE plus SSIM loss reconstructs healthy brain tissue in masked MRI scans, achieving an SSIM of 0.841 on the BraTS 2023 inpainting validation set.
IEEE Transactions on Image Processing 13(4), 600–612 (2004)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
eess.IV 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
U-Net Based Healthy 3D Brain Tissue Inpainting
A U-Net with random mask augmentation and a combined MAE plus SSIM loss reconstructs healthy brain tissue in masked MRI scans, achieving an SSIM of 0.841 on the BraTS 2023 inpainting validation set.