Flexible learning-free segmentation and reconstruction of neural volumes

A Shahbazi, J Kinnison, R Vescovi, M Du, R Hill… - Scientific reports, 2018 - nature.com
Imaging is a dominant strategy for data collection in neuroscience, yielding stacks of images
that often scale to gigabytes of data for a single experiment. Machine learning algorithms …

High-throughput neuroanatomy and trigger-action programming: a case study in research automation

R Chard, R Vescovi, M Du, H Li, K Chard… - Proceedings of the 1st …, 2018 - dl.acm.org
Exponential increases in data volumes and velocities are overwhelming finite human
capabilities. Continued progress in science and engineering demands that we automate a …

Flexible Learning-Free Segmentation and Reconstruction for Sparse Neuronal Circuit Tracing

A Shahbazi, J Kinnison, R Vescovi, M Du, R Hill… - bioRxiv, 2018 - biorxiv.org
Imaging is a dominant strategy for data collection in neuroscience, yielding stacks of images
that often scale to gigabytes of data for a single experiment. Machine learning algorithms …