Automated Neuron Tracing with Imitation Learning
Bryson Gray, Daniel Jacob Tward
This paper introduces an automated neuron tracing method using imitation learning, achieving state-of-the-art accuracy on a benchmark dataset.
Author
University of California, Los AngelesORCID 0000-0001-8857-3492Unclaimed ORCID profile · follow to get notified of new preprints
3 papers
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Bryson Gray, Daniel Jacob Tward
This paper introduces an automated neuron tracing method using imitation learning, achieving state-of-the-art accuracy on a benchmark dataset.
Bryson Gray, Andrew W. Smith, Allan J. MacKenzie‐Graham…·Daniel Jacob Tward
This study evaluates structure tensor analysis for estimating fiber orientations in brain imaging, showing parameter sensitivity in crossing fibers and anisotropic data.
Daniel Jacob Tward, Bryson Gray, Xu Li…·Partha P. Mitra
This paper introduces a generative framework to register multimodal, incomplete neuroimaging data into a reference brain atlas, enabling geometric quantification of biological and technical variation.