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Spatial registration of neuron morphologies based on maximization of volume overlap.

Ajayrama KumaraswamyKazuki KaiHiroyuki AiHidetoshi IkenoThomas Wachtler
Published in: BMC bioinformatics (2018)
We have described and tested algorithms for co-registering pairs and groups of neuron morphologies. We have demonstrated their application to spatial comparison of stereotypic morphologies and calculation of dendritic density profiles, showing how our algorithms for registering neuron morphologies can enable new approaches in comparative morphological analyses and visualization.
Keyphrases
  • machine learning
  • deep learning