no code implementations • 16 Mar 2023 • Thomas L. Athey, Daniel J. Tward, Ulrich Mueller, Laurent Younes, Joshua T. Vogelstein, Michael I. Miller
Then, the traces are mapped to common coordinate systems by transforming the positions of their points, which neglects how the transformation bends the line segments in between.
no code implementations • 4 Jun 2021 • Thomas L. Athey, Daniel J. Tward, Ulrich Mueller, Joshua T. Vogelstein, Michael I. Miller
Our most probable estimation method models the task of reconstructing neuronal processes in the presence of other neurons, and thus is applicable in images with several neurons.
no code implementations • 4 Apr 2021 • Thomas L. Athey, Jacopo Teneggi, Joshua T. Vogelstein, Daniel Tward, Ulrich Mueller, Michael I. Miller
Our representation makes it possible to compute these parameters from neuron traces in closed form.
1 code implementation • 6 Sep 2019 • Thomas L. Athey, Tingshan Liu, Benjamin D. Pedigo, Joshua T. Vogelstein
Background: Gaussian mixture modeling is a fundamental tool in clustering, as well as discriminant analysis and semiparametric density estimation.