The Variable Journey in Learning to Interpret Pediatric Point-of-care Ultrasound Images: A Multicenter Prospective Cohort Study.

Charisse KwanMartin PusicMartin PecaricKirstin WeerdenburgMark O Tessaro Kathy Boutis

Published in: AEM education and training (2019)

Deliberate practice of pediatric POCUS image cases using an online learning and assessment platform may lead to skill improvement in POCUS image interpretation. Importantly, there was a highly variable rate of achievement across learners and applications. These data inform our understanding of POCUS image interpretation skill development and could complement bedside learning and performance assessments.

Keyphrases

deep learning
healthcare
convolutional neural network
primary care
magnetic resonance imaging
artificial intelligence
machine learning
high throughput
big data
computed tomography
optical coherence tomography
young adults