Contour-Aware Polyp Segmentation in Colonoscopy Images Using Detailed Upsamling Encoder-Decoder Networks
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2995630
Abstract: Colorectal cancer has become one of the most common cause of cancer mortality worldwide, with a five-year survival rate of over 50%. Additionally, the potential of some common polyp types to progress to colorectal cancer… read more here.
Keywords: polyp; polyp segmentation; encoder decoder; colonoscopy ... See more keywords
Polyp Segmentation of Colonoscopy Images by Exploring the Uncertain Areas
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3175858
Abstract: Colorectal cancer is one of the leading causes of death worldwide. Polyps are early symptoms of colorectal cancer and prone to malignant transformation. Polyp segmentation of colonoscopy images can help diagnosis. However, existing studies on… read more here.
Keywords: colonoscopy images; polyp segmentation; uncertain areas; segmentation ... See more keywords
Attention-Guided Pyramid Context Network for Polyp Segmentation in Colonoscopy Images
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3244219
Abstract: Recently, deep convolutional neural networks (CNNs) have provided us an effective tool for automated polyp segmentation in colonoscopy images. However, most CNN-based methods do not fully consider the feature interaction among different layers and often… read more here.
Keywords: colonoscopy images; attention guided; polyp segmentation; segmentation ... See more keywords
N-Net: Lesion region segmentations using the generalized hybrid dilated convolutions for polyps in colonoscopy images
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Bioengineering and Biotechnology"
DOI: 10.3389/fbioe.2022.963590
Abstract: Colorectal cancer is the cancer with the second highest and the third highest incidence rates for the female and the male, respectively. Colorectal polyps are potential prognostic indicators of colorectal cancer, and colonoscopy is the… read more here.
Keywords: colonoscopy images; region segmentations; generalized hybrid; lesion region ... See more keywords