Digestive diseases and sciences
Value of Endoscopic Ultrasonography for Distinguishing Malignant from Benign Non-pancreatic Periampullary Lesions: An Explainable Machine Learning Study.
Xue-Yong Zuo, Yin Zhang, Hai-Feng Liu
Published: 202610.1007/s10620-025-09646-z
Abstract
BACKGROUND: Early discrimination of non-pancreatic periampullary lesions (NPLs) is challenging owing to their complex anatomy and the absence of representative clinical symptoms. PURPOSE: To establish an interpretable machine learning (ML) model that…
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