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Author

Venkatramaphanikumar Sistla

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Aug 2026

CERD3D-UNet: context-enhanced residual 3D U-Net with dual-attention gates and hyperparameter optimization for multimodal brain tumor segmentation

CERD3D-UNet is introduced, a context-enhanced residual-dense 3D U-Net model with dual-attention mechanisms and hyperparameter optimization for accurate delineation of whole tumor, tumor core (TC), and enhanced tumor (ET).

Anusha Kakumanu, Venkatramaphanikumar Sistla, Venkata Krishna Kishore Kolli · 0 citations

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