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Deep Learning to Predict Traumatic Brain Injury Outcomes in the Low-Resource Setting

2022; Elsevier BV; Volume: 164; Linguagem: Inglês

10.1016/j.wneu.2022.02.097

1878-8769

Syed M. Adil, Cyrus Elahi, Dev Patel, Andreas Seas, Pranav Warman, Anthony T. Fuller, Michael M. Haglund, Timothy Dunn,

COVID-19 diagnosis using AI

Traumatic brain injury (TBI) disproportionately affects low- and middle-income countries (LMICs). In these settings, accurate patient prognostication is both difficult and essential for high-quality patient care. With the ultimate goal of enhancing TBI triage in LMICs, we aim to develop the first deep learning model to predict outcomes after TBI and compare its performance with that of less complex algorithms.