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Non-invasive diagnosis of deep vein thrombosis from ultrasound imaging with machine learning.

Bernhard KainzMattias P. HeinrichAntonios MakropoulosJonas OppenheimerRamin MandegaranShrinivasan SankarChristopher DeaneSven MischkewitzFouad Al-NoorAndrew C. RawdinAndreas RuttloffMatthew D. StevensonPeter Klein-WeigelNicola S. Curry
Published in: npj Digit. Medicine (2021)
Keyphrases
  • machine learning
  • ultrasound imaging
  • ultrasound images
  • imaging systems
  • volume data
  • speckle noise
  • model selection
  • computer vision