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Use of Endoscopic Images in the Prediction of Submucosal Invasion of Gastric Neoplasms: Automated Deep Learning Model Development and Usability Study

BACKGROUND: In a previous study, we examined the use of deep learning models to classify the invasion depth (mucosa-confined versus submucosa-invaded) of gastric neoplasms using endoscopic images. The external test accuracy reached 77.3%. However, model establishment is labor intense, requiring high...

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Detalhes bibliográficos
Publicado no:J Med Internet Res
Main Authors: Bang, Chang Seok, Lim, Hyun, Jeong, Hae Min, Hwang, Sung Hyeon
Formato: Artigo
Idioma:Inglês
Publicado em: JMIR Publications 2021
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8085753/
https://ncbi.nlm.nih.gov/pubmed/33856356
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/25167
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