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

Published in: Annals of hepato-biliary-pancreatic surgery (2023)

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.

Keyphrases

low grade
high grade
machine learning
deep learning
big data
structural basis