IPMN-LEARN: A linear support vector machine learning model for predicting low-grade intraductal papillary mucinous neoplasms.

Yasmin Genevieve Hernandez-Barco,Dania Daye,Carlos F Fernandez-Del Castillo, Regina F Parker,Brenna W Casey,Andrew L Warshaw,Cristina R Ferrone,Keith D Lillemoe,Motaz Qadan

Annals of hepato-biliary-pancreatic surgery（2023）

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摘要

A linear SVM learning model can identify low-grade IPMNs with good sensitivity and specificity. It may be used as a complement to existing guidelines to identify patients who could avoid unnecessary surgical resection.

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关键词

Intraductal papillary mucinous neoplasm,Machine learning,Pancreatic cyst,Pancreatic neoplasm

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