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webKnossos: efficient online 3D data annotation for connectomics.

Kevin M BoergensManuel BerningTom BocklischDominic BräunleinFlorian DrawitschJohannes FrohnhofenTom HeroldPhilipp OttoNorman RzepkaThomas WerkmeisterDaniel WernerGeorg WieseHeiko WisslerMoritz Helmstaedter
Published in: Nature methods (2017)
We report webKnossos, an in-browser annotation tool for 3D electron microscopic data. webKnossos provides flight mode, a single-view egocentric reconstruction method enabling trained annotator crowds to reconstruct at a speed of 1.5 ± 0.6 mm/h for axons and 2.1 ± 0.9 mm/h for dendrites in 3D electron microscopic data from mammalian cortex. webKnossos accelerates neurite reconstruction for connectomics by 4- to 13-fold compared with current state-of-the-art tools, thus extending the range of connectomes that can realistically be mapped in the future.
Keyphrases
  • electronic health record
  • big data
  • rna seq
  • functional connectivity
  • current status
  • artificial intelligence
  • health information
  • deep learning