Differentiating localized autoimmune pancreatitis and pancreatic ductal adenocarcinoma using endoscopic ultrasound images with deep learning

Differentiating localized autoimmune pancreatitis and pancreatic ductal adenocarcinoma using endoscopic ultrasound images with deep learning

Abstract Objectives Localized autoimmune pancreatitis is difficult to differentiate from pancreatic ductal adenocarcinoma on endoscopic ultrasound images. In recent years, deep learning methods have improved the diagnosis of diseases. Hence, we developed a special cross‐validation framework to searc...

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Bibliographic Details
Main Authors: Hitomi Nakamura, Motohisa Fukuda, Akiko Matsuda, Naohiko Makino, Hirohito Kimura, Yu Ohtaki, Yoshihito Nawa, Soushi Oyama, Yuya Suzuki, Toshikazu Kobayashi, Tetsuya Ishizawa, Yasuharu Kakizaki, Yoshiyuki Ueno
Format: Article
Language:English
Published: Wiley 2024-04-01
Series:DEN Open
Subjects:
deep learning
diagnostic imaging
endoscopic ultrasound images
localized autoimmune pancreatitis
pancreatic ductal adenocarcinoma
Online Access:https://doi.org/10.1002/deo2.344
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https://doi.org/10.1002/deo2.344

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