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Automatic Prediction of Ischemia-Reperfusion Injury of Small Intestine Using Convolutional Neural Networks: A Pilot Study

Acute intestinal ischemia is a life-threatening condition. The current gold standard, with evaluation based on visual and tactile sensation, has low specificity. In this study, we explore the feasibility of using machine learning models on images of the intestine, to assess small intestinal viabilit...

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Detalles Bibliográficos
Autores principales: Hou, Jie, Strand-Amundsen, Runar, Tronstad, Christian, Høgetveit, Jan Olav, Martinsen, Ørjan Grøttem, Tønnessen, Tor Inge
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512235/
https://www.ncbi.nlm.nih.gov/pubmed/34641009
http://dx.doi.org/10.3390/s21196691