Article

LLAMA: a robust and scalable machine learning pipeline for analysis of cell surface projections in large scale 4D microscopy data

2020-12-11

Abstract excerpt

<h4>abstract</h4> We present LLAMA, a pipeline for systematic analysis of terabyte scale 4D microscopy datasets. Analysis of individual biological structures in imaging at this scale requires efficient and robust methods which do not require human micromanagement or editing of outputs. To meet this challenge, we use a machine learning method for semantic segmentation, followed by a robust and configurable object...

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Literature Corpus work: 9d4dbef4-578e-5cac-939f-20d52719c413
DOI: 10.1101/2020.12.10.420414

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