Enhancing surgical decision-making in NEC with ResNet18: a deep learning approach to predict the need for surgery through x-ray image analysis

BackgroundNecrotizing enterocolitis (NEC) is a severe neonatal intestinal disease, often occurring in preterm infants following the administration of hyperosmolar formula. It is one of the leading causes of neonatal mortality in the NICU, and currently, there are no clear standards for surgical inte...

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Main Authors: Zhiqing Wu (Author), Ran Zhuo (Author), Xiaobo Liu (Author), Bin Wu (Author), Jian Wang (Author)
Format: Book
Published: Frontiers Media S.A., 2024-06-01T00:00:00Z.
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