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Predicting acute pancreatitis severity with enhanced computed tomography scans using convolutional neural networks

This study aimed to evaluate acute pancreatitis (AP) severity using convolutional neural network (CNN) models with enhanced computed tomography (CT) scans. Three-dimensional DenseNet CNN models were developed and trained using the enhanced CT scans labeled with two severity assessment methods: the c...

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Detalles Bibliográficos
Autores principales: Liang, Hongyin, Wang, Meng, Wen, Yi, Du, Feizhou, Jiang, Li, Geng, Xuelong, Tang, Lijun, Yan, Hongtao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10579320/
https://www.ncbi.nlm.nih.gov/pubmed/37845380
http://dx.doi.org/10.1038/s41598-023-44828-7