[HTML][HTML] A systematic review of deep learning based image segmentation to detect polyp

M Gupta, A Mishra - Artificial Intelligence Review, 2024 - Springer
Among the world's most common cancers, colorectal cancer is the third most severe form of
cancer. Early polyp detection reduces the risk of colorectal cancer, vital for effective …

A survey on deep learning for polyp segmentation: Techniques, challenges and future trends

J Mei, T Zhou, K Huang, Y Zhang, Y Zhou… - arXiv preprint arXiv …, 2023 - arxiv.org
Early detection and assessment of polyps play a crucial role in the prevention and treatment
of colorectal cancer (CRC). Polyp segmentation provides an effective solution to assist …

Cross-modal hybrid architectures for gastrointestinal tract image analysis: A systematic review and futuristic applications

P Nemani, VSS Vadali, PR Medi, A Marisetty… - Image and Vision …, 2024 - Elsevier
This review paper presents an in-depth exploration of gastrointestinal (GI) tract image
analysis, particularly emphasizing organ and polyp segmentation. It addresses the inherent …