Deep neural network models for colon cancer screening

• Main Authors: Muthu Subash Kavitha, Prakash Gangadaran, Aurelia Jackson, Balu Alagar Venmathi Maran, Takio Kurita, Ahn, Byeong-Cheol
• 格式: Article
• 语言: English; English
• 出版: Multidisciplinary Digital Publishing Institute (MDPI) 2022
• 主题: RC254-282 Neoplasms. Tumors. Oncology Including cancer and carcinogens
• 在线阅读: https://eprints.ums.edu.my/id/eprint/34643/1/FULL%20TEXT.pdf; https://eprints.ums.edu.my/id/eprint/34643/2/ABSTRACT.pdf; https://eprints.ums.edu.my/id/eprint/34643/; https://www.mdpi.com/2072-6694/14/15/3707/htm; https://doi.org/10.3390/cancers14153707

Early detection of colorectal cancer can significantly facilitate clinicians’ decision-making and reduce their workload. This can be achieved using automatic systems with endoscopic and histological images. Recently, the success of deep learning has motivated the development of image- and video-base...