Neuron tracing from light microscopy images: automation, deep learning and bench testing
Motivation Large-scale neuronal morphologies are essential to neuronal typing, connectivity
characterization and brain modeling. It is widely accepted that automation is critical to the …
characterization and brain modeling. It is widely accepted that automation is critical to the …
Semantic segmentation of microscopic neuroanatomical data by combining topological priors with encoder–decoder deep networks
Understanding of neuronal circuitry at cellular resolution within the brain has relied on
neuron tracing methods that involve careful observation and interpretation by experienced …
neuron tracing methods that involve careful observation and interpretation by experienced …
Establishing neuroanatomical correspondences across mouse and marmoset brain structures
Interest in the common marmoset is growing due to evolutionarily proximity to humans
compared to laboratory mice, necessitating a comparison of mouse and marmoset brain …
compared to laboratory mice, necessitating a comparison of mouse and marmoset brain …
Minimum Monotone Tree Decomposition of Density Functions Defined on Graphs
L Magee, Y Wang - International Conference on Combinatorial …, 2023 - Springer
Monotone trees-trees with a function defined on their vertices that decreases the further
away from a root node one travels, are a natural model for a process that weakens the …
away from a root node one travels, are a natural model for a process that weakens the …