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MACHINE LEARNING ANALYSIS OF ENDOSCOPIC ULTRASONOGRAPHY TEXTURE AND CLINICAL INFORMATION PREDICTS PANCREATIC NEOPLASTIC PROGRESSION IN HIGH-RISK INDIVIDUALS WITHIN 18 MONTHS
Current abdominal imaging techniques used for pancreas ductal adenocarcinoma (PDAC) screening of high-risk individuals (HRI) such as endoscopic ultrasound (EUS), cannot accurately predict neoplastic progression to high-grade Pancreatic Intraepithelial Neoplasia/ Intraductal Papillary Mucinous Neopl…
DEEP LEARNING CHARACTERIZATION OF MICROSCOPIC INTRADUCTAL PRECURSOR LESIONS AND ASSOCIATED PARENCHYMAL EFECTS IN INDIVIDUALS AT HIGH RISK FOR PANCREATIC CANCER
BACKGROUND: Detecting early PDAC remains a challenge due to the inability of current diagnostic tools to visualize small cancers and microscopic PDAC precursors (PanINs)…
NITROUS OXIDE CRYOBALLOON ABLATION FOR ERADICATION OF NON-AMPULLARY SPORADIC AND FAMILIAL DUODENAL ADENOMAS: PRELIMINARY RESULTS OF A MULTICENTER CLINICAL TRIAL
Endoscopic ultrasound-guided gastroejejunostomy (EUS-GJ) has gained popularity in treating malignant gastric outlet obstruction (GOO). EUS-GJ has also been used to manage benign GOO with promising technical and clinical success…
