47 citations · 73 across the 2 of their papers we have counts for
2 papers
q-bio.NC2022★ 26 cited
Correcting motion induced fluorescence artifacts in two-channel neural imaging
Matthew S. Creamer, Kevin S. Chen, Andrew M. Leifer +1
Imaging neural activity in a behaving animal presents unique challenges in part because motion from an animal's movement creates artifacts in fluorescence intensity time-series tha…
q-bio.QM2021★ 47 cited
Fast deep learning correspondence for neuron tracking and identification in C.elegans using synthetic training
Xinwei Yu, Matthew S. Creamer, Francesco Randi +3
We present an automated method to track and identify neurons in C. elegans, called "fast Deep Learning Correspondence" or fDLC, based on the transformer network architecture. The m…