Development and Validation of a Nomogram for Preoperative Prediction of Early Recurrence after Upfront Surgery in Pancreatic Ductal Adenocarcinoma by Integrating Deep Learning and Radiological Variables

Development and Validation of a Nomogram for Preoperative Prediction of Early Recurrence after Upfront Surgery in Pancreatic Ductal Adenocarcinoma by Integrating Deep Learning and Radiological Variables

Around 80% of pancreatic ductal adenocarcinoma (PDAC) patients experience recurrence after curative resection. We aimed to develop a deep-learning model based on preoperative CT images to predict early recurrence (recurrence within 12 months) in PDAC patients. The retrospective study included 435 pa...

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Bibliographic Details
Main Authors: Fei Xiang, Xiang He, Xingyu Liu, Xinming Li, Xuchang Zhang, Yingfang Fan, Sheng Yan
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Cancers
Subjects:
pancreatic ductal adenocarcinoma
early recurrence
deep learning
computed tomography
nomogram
Online Access:https://www.mdpi.com/2072-6694/15/14/3543

Internet

https://www.mdpi.com/2072-6694/15/14/3543

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