3D-GLCM CNN: A 3-Dimensional Gray-Level Co-Occurrence Matrix-Based CNN Model for Polyp Classification via CT Colonography

Accurately classifying colorectal polyps, or differentiating malignant from benign ones, has a significant clinical impact on early detection and identifying optimal treatment of colorectal cancer. Convolution neural network (CNN) has shown great potential in recognizing different objects (e.g. huma...

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Veröffentlicht in:IEEE transactions on medical imaging 2020-06, Vol.39 (6), p.2013-2024
Hauptverfasser: Tan, Jiaxing, Gao, Yongfeng, Liang, Zhengrong, Cao, Weiguo, Pomeroy, Marc J., Huo, Yumei, Li, Lihong, Barish, Matthew A., Abbasi, Almas F., Pickhardt, Perry J.
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Sprache:eng
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