Deep Learning-Based Differentiation between Mucinous Cystic Neoplasm and Serous Cystic Neoplasm in the Pancreas Using Endoscopic Ultrasonography

Deep Learning-Based Differentiation between Mucinous Cystic Neoplasm and Serous Cystic Neoplasm in the Pancreas Using Endoscopic Ultrasonography

Mucinous cystic neoplasms (MCN) and serous cystic neoplasms (SCN) account for a large portion of solitary pancreatic cystic neoplasms (PCN). In this study we implemented a convolutional neural network (CNN) model using ResNet50 to differentiate between MCN and SCN. The training data were collected r...

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Bibliographic Details
Main Authors: Leang Sim Nguon, Kangwon Seo, Jung-Hyun Lim, Tae-Jun Song, Sung-Hyun Cho, Jin-Seok Park, Suhyun Park
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Diagnostics
Subjects:
endoscopic ultrasonography
mucinous cystic neoplasm
serous cystic neoplasm
deep learning
convolutional neural network
pancreatic cystic neoplasms
Online Access:https://www.mdpi.com/2075-4418/11/6/1052

Internet

https://www.mdpi.com/2075-4418/11/6/1052

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