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Development of open-source software for free-hand 3D vascular ultrasound: Dialysis fistula application.

William F WeitzelNirmala RajaramYihao ZhengMiguel Angel Funes-LoraJames HamiltonLenar YessayanVenkataramu N KrishnamurthyPeter HenkeNicholas OsborneBrandie BishopAlbert J ShihBrian J Thelen
Published in: The journal of vascular access (2021)
While further work is needed to improve the accuracy with free hand scanning, fistulogram-like "sono-angiograms" can be generated using point of care 2D ultrasound. Methods such as these may be able to assist in point-of-care diagnosis in the future. The software is open-source, and importantly, the ultrasound data used are non-proprietary and available from any standard ultrasound machine. The simplicity and accessibility of this approach warrant further study.
Keyphrases
  • magnetic resonance imaging
  • contrast enhanced ultrasound
  • electronic health record
  • high resolution
  • deep learning
  • data analysis
  • computed tomography
  • machine learning
  • neural network