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ContourNet—An Automated Segmentation Framework for Detection of Colonic Polyps

One of the most prevalent forms of malignant tumor affecting the digestive system is the Colorectal Cancer (CRC). Due to the recurrent nature of occurrence of CRC tumors the morbidity and mortality rate associated with CRC tumors is very high, making it the fourth leading cause of cancer worldwide....

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Principais autores: Sameena Pathan, Yashodhara Somayaji, Tanweer Ali, Modha Varsha
Format: Artigo
Sprog:Inglês
Udgivet: IEEE 2024-01-01
Serier:IEEE Access
Fag:
Colorectal cancer
convolutional neural network
image augmentation
color space augmentation
chroma based deformable model
semantic segmentation
Online adgang:https://ieeexplore.ieee.org/document/10507821/
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