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Expert surgeons and deep learning models can predict the outcome of surgical hemorrhage from 1 min of video

Major vascular injury resulting in uncontrolled bleeding is a catastrophic and often fatal complication of minimally invasive surgery. At the outset of these events, surgeons do not know how much blood will be lost or whether they will successfully control the hemorrhage (achieve hemostasis). We eva...

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Detalles Bibliográficos
Autores principales: Pangal, Dhiraj J., Kugener, Guillaume, Zhu, Yichao, Sinha, Aditya, Unadkat, Vyom, Cote, David J., Strickland, Ben, Rutkowski, Martin, Hung, Andrew, Anandkumar, Animashree, Han, X. Y., Papyan, Vardan, Wrobel, Bozena, Zada, Gabriel, Donoho, Daniel A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9114003/
https://www.ncbi.nlm.nih.gov/pubmed/35581213
http://dx.doi.org/10.1038/s41598-022-11549-2