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Home/Authors/R. Murugan

R. Murugan

1 indexed paper

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Publications per year

1
26

Top categories

Vision×1AI×1

Frequent co-authors

Sourjya Mukherjee1×
Ananya Bhattacharjee1×

Research Timeline

2026
A Novel Global Context-aware Deep Neural Network for Enhanced Brain Tumor Segmentation using Magnetic Resonance Images

The paper proposes a novel Global Context-aware Squeeze and Excite Residual UNet (GCSER-UNet) network, which significantly enhances brain tumor segmentation accuracy on benchmark MRI datasets.

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Papers

cs.CVcs.AIRecentMay 28, 2026

A Novel Global Context-aware Deep Neural Network for Enhanced Brain Tumor Segmentation using Magnetic Resonance Images

Sourjya Mukherjee, Ananya Bhattacharjee, R. Murugan

The paper proposes a novel Global Context-aware Squeeze and Excite Residual UNet (GCSER-UNet) network, which significantly enhances brain tumor segmentation accuracy on benchmark MRI datasets.

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