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

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

Abstract 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...

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Bibliographic Details
Main Authors: Dhiraj J. Pangal, Guillaume Kugener, Yichao Zhu, Aditya Sinha, Vyom Unadkat, David J. Cote, Ben Strickland, Martin Rutkowski, Andrew Hung, Animashree Anandkumar, X. Y. Han, Vardan Papyan, Bozena Wrobel, Gabriel Zada, Daniel A. Donoho
Format: Article
Language:English
Published: Nature Portfolio 2022-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-11549-2

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