Enhanced CellClassifier: a multi-class classification tool for microscopy images
Open Access
- 14 January 2010
- journal article
- Published by Springer Nature in BMC Bioinformatics
- Vol. 11 (1) , 30
Abstract
Light microscopy is of central importance in cell biology. The recent introduction of automated high content screening has expanded this technology towards automation of experiments and performing large scale perturbation assays. Nevertheless, evaluation of microscopy data continues to be a bottleneck in many projects. Currently, among open source software, CellProfiler and its extension Analyst are widely used in automated image processing. Even though revolutionizing image analysis in current biology, some routine and many advanced tasks are either not supported or require programming skills of the researcher. This represents a significant obstacle in many biology laboratories.Keywords
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