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SlicerSALT: From Medical Images to Quantitative Insights of Anatomy.

Jared VicoryYe HanJuan Carlos PrietoDavid AllemangMathieu LeclercqConnor BowleyHarald ScheirichJean-Christophe Fillion-RobinSteve PizerJames FishbaughGuido GerigMartin A StynerBeatriz Paniagua
Published in: Shape in medical imaging : International Workshop, ShapeMI 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings. ShapeMI (Workshop) (2023 : Vancouver, B.C.) (2023)
Three-dimensional (3D) shape lies at the core of understanding the physical objects that surround us. In the biomedical field, shape analysis has been shown to be powerful in quantifying how anatomy changes with time and disease. The Shape AnaLysis Toolbox (SALT) was created as a vehicle for disseminating advanced shape methodology as an open source, free, and comprehensive software tool. We present new developments in our shape analysis software package, including easy-to-interpret statistical methods to better leverage the quantitative information contained in SALT's shape representations. We also show SlicerPipelines, a module to improve the usability of SALT by facilitating the analysis of large-scale data sets, automating workflows for non-expert users, and allowing the distribution of reproducible workflows.
Keyphrases
  • healthcare
  • mental health
  • physical activity
  • data analysis
  • optical coherence tomography
  • convolutional neural network
  • social media