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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Автори:	Leang Sim Nguon, Kangwon Seo, Jung-Hyun Lim, Tae-Jun Song, Sung-Hyun Cho, Jin-Seok Park, Suhyun Park
Формат:	Artigo
Мова:	Inglês
Опубліковано:	MDPI AG 2021-06-01
Серія:	Diagnostics
Предмети:	endoscopic ultrasonography mucinous cystic neoplasm serous cystic neoplasm deep learning convolutional neural network pancreatic cystic neoplasms
Онлайн доступ:	https://www.mdpi.com/2075-4418/11/6/1052
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