Abstract: The proposed Edge-Strengthening Parallel UNet (ESP-UNet) is a high-end encoder-decoder deep learning model capable of Automatically Segmenting the Liver (ALS) in LCTIs (Abdominal Liver CT ...
The efficacy of deep residual networks is fundamentally predicated on the identity shortcut connection. While this mechanism effectively mitigates the vanishing gradient problem, it imposes a strictly ...
Abstract: Skin cancer poses a significant global health challenge due to its increasing incidence rates. Accurate segmentation of skin lesions is essential for early detection and successful treatment ...
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