2023
DOI: 10.18280/ts.400545
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ESP-UNet: Encoder-Decoder Convolutional Neural Network with Edge-Enhanced Features for Liver Segmentation

Kiran Napte,
Anurag Mahajan,
Shabana Urooj

Abstract: Precise liver segmentation in Computed Tomography (CT) scans plays a pivotal role in numerous biomedical applications, spanning surgical planning, postoperative assessment, and pathological detection of hepatic diseases. The task, however, is fraught with challenges due to the inherent complexities of liver morphology, including indistinct boundaries, irregular shapes, and complex architecture. Consequences of under-segmentation and oversegmentation of the liver in CT images can lead to inaccurate localization… Show more

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