A U-Net pipeline with large patches, foreground aware sampling, and semisupervised pretraining automatically segments fiber bundles in macaque tracer data, improving sparse bundle detection and reducing false positives.
Journal of Neuroscience 33(11), 4804–4814 (2013)
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Fully Automated Segmentation of Fiber Bundles in Anatomic Tracing Data
A U-Net pipeline with large patches, foreground aware sampling, and semisupervised pretraining automatically segments fiber bundles in macaque tracer data, improving sparse bundle detection and reducing false positives.