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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Detalhes bibliográficos
Publicado no:Diagnostics (Basel)
Main Authors: Nguon, Leang Sim, Seo, Kangwon, Lim, Jung-Hyun, Song, Tae-Jun, Cho, Sung-Hyun, Park, Jin-Seok, Park, Suhyun
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2021
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8229855/
https://ncbi.nlm.nih.gov/pubmed/34201066
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/diagnostics11061052
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