Deep Convolutional Neural Network-Assisted Feature Extraction for Diagnostic Discrimination and Feature Visualization in Pancreatic Ductal Adenocarcinoma (PDAC) Versus Autoimmune Pancreatitis (AIP)

Deep Convolutional Neural Network-Assisted Feature Extraction for Diagnostic Discrimination and Feature Visualization in Pancreatic Ductal Adenocarcinoma (PDAC) Versus Autoimmune Pancreatitis (AIP)

<b> </b>The differentiation of autoimmune pancreatitis (AIP) and pancreatic ductal adenocarcinoma (PDAC) poses a relevant diagnostic challenge and can lead to misdiagnosis and consequently poor patient outcome. Recent studies have shown that radiomics-based models can achieve high sensit...

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Bibliographic Details
Main Authors: Sebastian Ziegelmayer, Georgios Kaissis, Felix Harder, Friederike Jungmann, Tamara Müller, Marcus Makowski, Rickmer Braren
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Journal of Clinical Medicine
Subjects:
deep learning
radiomics
pancreatic cancer
autoimmune pancreatitis
Online Access:https://www.mdpi.com/2077-0383/9/12/4013

Internet

https://www.mdpi.com/2077-0383/9/12/4013

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