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Deep Learning-Based Model for Identifying Tumor in Endoscopic Images From Patients With Locally Advanced Rectal Cancer Treated With Total Neoadjuvant Therapy.

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BACKGROUND A barrier to the widespread adoption of watch-and-wait management for locally advanced rectal cancer is the inaccuracy and variability of identifying tumor response endoscopically in patients who have completed… Click to show full abstract

BACKGROUND A barrier to the widespread adoption of watch-and-wait management for locally advanced rectal cancer is the inaccuracy and variability of identifying tumor response endoscopically in patients who have completed total neoadjuvant therapy (chemoradiotherapy and systemic chemotherapy).

Keywords: identifying tumor; locally advanced; rectal cancer; neoadjuvant therapy; total neoadjuvant; advanced rectal

Journal Title: Diseases of the colon and rectum
Year Published: 2022

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