Development and Validation of a Deep Learning Strategy for Automated View Classification of Pediatric Focused Assessment With Sonography for Trauma.

Aaron E Kornblith Newton AddoRuolei DongRobert RogersJacqueline Grupp-PhelanAtul ButtePavan GuptaRachael A CallcutRima Arnaout

Published in: Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine (2021)

A deep learning classifier can accurately predict pediatric FAST views. Accurate view classification is important for quality assurance and feasibility of a multi-stage deep learning FAST model to enhance the evaluation of injured children.

Keyphrases

deep learning
artificial intelligence
convolutional neural network
machine learning
young adults
high resolution
magnetic resonance imaging
computed tomography
trauma patients