MRI radiomics for early prediction of response to vaccine therapy in a transgenic mouse model of pancreatic ductal adenocarcinoma

MRI radiomics for early prediction of response to vaccine therapy in a transgenic mouse model of pancreatic ductal adenocarcinoma

Abstract Background There is a lack of well-established clinical tools for predicting dendritic cell (DC) vaccination response of pancreatic ductal adenocarcinoma (PDAC). DC vaccine treatment efficiency was demonstrated using histological analysis in pre-clinical studies; however, its usage was limi...

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Bibliographic Details
Main Authors: Aydin Eresen, Jia Yang, Junjie Shangguan, Yu Li, Su Hu, Chong Sun, Yury Velichko, Vahid Yaghmai, Al B. Benson, Zhuoli Zhang
Format: Article
Language:English
Published: BMC 2020-02-01
Series:Journal of Translational Medicine
Subjects:
Dendritic cell vaccine
Machine learning
Magnetic resonance imaging
Pancreatic ductal adenocarcinoma
Radiomics
Online Access:https://doi.org/10.1186/s12967-020-02246-7

Internet

https://doi.org/10.1186/s12967-020-02246-7

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