2023
DOI: 10.1007/s00521-023-09358-3
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PolyDSS: computer-aided decision support system for multiclass polyp segmentation and classification using deep learning

Abdelrahman I. Saad,
Fahima A. Maghraby,
Osama M. Badawy

Abstract: Colorectal cancer (CRC) is a malignant condition that affects the colon or rectum, and it is distinguished by abnormal cell growth in these areas. Colon polyps, which are abnormalities, can turn into cancer. To stop the spread of cancer, early polyp detection is essential. The timely removal of polyps without submitting a sample for histology is made possible by computer-assisted polyp classification. In addition to Locally Shared Features (LSF) and ensemble learning majority voting, this paper introduces a co… Show more

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