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

BACKGROUNDS/AIMS: We aimed to build a machine learning tool to help predict low-grade intraductal papillary mucinous neoplasms (IPMNs) in order to avoid unnecessary surgical resection. IPMNs are precursors to pancreatic cancer. Surgical resection remains the only recognized treatment for IPMNs yet c...

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Detalles Bibliográficos
Autores principales: Hernandez-Barco, Yasmin Genevieve, Daye, Dania, Fernandez-del Castillo, Carlos F., Parker, Regina F., Casey, Brenna W., Warshaw, Andrew L., Ferrone, Cristina R., Lillemoe, Keith D., Qadan, Motaz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Korean Association of Hepato-Biliary-Pancreatic Surgery 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10201055/
https://www.ncbi.nlm.nih.gov/pubmed/37006188
http://dx.doi.org/10.14701/ahbps.22-107