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B-line quantification: comparing learners novice to lung ultrasound assisted by machine artificial intelligence technology to expert review.

Frances M RussellRobert R EhrmanAllen BartonElisa SarmientoJakob E OttenhoffBenjamin K Nti
Published in: The ultrasound journal (2021)
After a short training session, novice learners were able to obtain high-quality images. When the AI deep learning algorithm was applied to those images, it quantified B-lines with moderate-to-fair correlation as compared to semi-quantitative analysis by expert review. This data shows promise, but further development is needed before widespread clinical use.
Keyphrases
  • deep learning
  • artificial intelligence
  • big data
  • convolutional neural network
  • machine learning
  • high intensity
  • clinical practice
  • electronic health record
  • transcranial direct current stimulation