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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Suman Acharya

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Sep 2026

PIEGUNet: A Physics-Inspired U-Net for Kidney MRI Segmentation in Chronic Kidney Disease

Accurate kidney segmentation from abdominal magnetic resonance imaging (MRI) is critical for identifying and treating chronic kidney disease (CKD). Nevertheless, manual segmentation is time-consuming and is subject to inter-observer variability. This study introduces PIEGUNet, a physics inspired energy guided UNet fram...

Suman Acharya, Achyuth Sarkar · 0 citations

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