Outcome Prediction in Patients with Severe Traumatic Brain Injury Using Deep Learning from Head CT Scans.
Pease M, Arefan D, Barber J, Yuh E, Puccio A, Hochberger K, Nwachuku E, Roy S, Casillo S, Temkin N, Okonkwo DO, Wu S; TRACK-TBI Investigators.
Pease M, et al.
Radiology. 2022 Aug;304(2):385-394. doi: 10.1148/radiol.212181. Epub 2022 Apr 26.
Radiology. 2022.
PMID: 35471108
Free PMC article.
The model-building set included 537 patients (mean age, 40 years 17 [SD]; 422 men) from one institution from November 2002 to December 2018. Transfer learning and curriculum learning were applied to a convolutional neural network using admission head CT to predict mortalit …
The model-building set included 537 patients (mean age, 40 years 17 [SD]; 422 men) from one institution from November 2002 to Decembe …