Malignancy Transformation Probability: Develop a risk model to estimate the likelihood of polyps transitioning from benign to malignant states using baseline characteristics and patient demographics.

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“Not all colon polyps are cancerous but all colon cancer starts as a polyp which is why everyone needs to know about them and be screened regularly for them,” says Fola May, MD, a ...

1 Cancer Research UK Colorectal Cancer Unit, St Mark’s Hospital, Harrow, Middlesex HA1 3UJ, UK 2 Wolfson Unit for Endoscopy, St Mark’s Hospital Most colon cancers are assumed to have a premalignant ...

"But they are a reason to be checked out." Regular screenings are important because colorectal cancer often develops from precancerous polyps, or growths in the colon or rectum. Catching and ...

Cold endoscopic mucosal resection (EMR) demonstrates lower rates of delayed bleeding and perforation but a higher risk for recurrent or residual neoplasia than hot EMR in colorectal polyp treatment.

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Dec. 23, 2024 — A research team has developed a groundbreaking technology that can treat colon cancer by converting cancer cells into a state resembling normal colon cells without killing them ...

Our model, YOLOv8, achieved an F1-score of 95.96% for the polyp detection task, 85.24% F1-score for the polyp classification task, and 78.41% macro F1-score for the polyp size estimation task. Such ...