most citedLearning with Geometric Priors in U-Net Variants for Polyp Segmentation

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eess.IV2025

Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation

Diego Adame, Jose A. Nunez, Fabian Vazquez +5

Convolutional neural network (CNN) and Transformer-based architectures are two dominant deep learning models for polyp segmentation. However, CNNs have limited capability for model…

eess.IV2025

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection

Jose Angel Nuñez, Fabian Vazquez, Diego Adame +3

Colorectal cancer is one of the deadliest cancers today, but it can be prevented through early detection of malignant polyps in the colon, primarily via colonoscopies. While this m…