2 papers
q-bio.QM2019
Multiple Microtubule Tracking in Microscopy Time-Lapse Images Using Piecewise-stationary Multiple Motion Model Kalman Smoother
Samira Masoudi, Cameron H. G. Wright, Nazanin Rahnavard +2
Microtubules are inherently dynamic sub-cellular filamentuous polymers that are spatially organized within the cell by motor proteins which cross-link and move microtubules. In-vit…
cs.CV2019
Instance-Level Microtubule Tracking
Samira Masoudi, Afsaneh Razi, Cameron H. G. Wright +2
We propose a new method of instance-level microtubule (MT) tracking in time-lapse image series using recurrent attention. Our novel deep learning algorithm segments individual MTs…