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It includes several unique and user-friendly features for classification using multiclass support vector machines<\/jats:p>\n               <jats:p>Availability: Source code, user manual and SaveObjectSegmentation CellProfiler module available for download at www.cellclassifier.ethz.ch under the GPL license (implemented in Matlab).<\/jats:p>\n               <jats:p>Contact: \u00a0pelkmans@imsb.biol.ethz.ch<\/jats:p>\n               <jats:p>Supplementary information: \u00a0Supplementary data are available at Bioinformatics online.<\/jats:p>","DOI":"10.1093\/bioinformatics\/btp524","type":"journal-article","created":{"date-parts":[[2009,9,4]],"date-time":"2009-09-04T00:19:02Z","timestamp":1252023542000},"page":"3028-3030","source":"Crossref","is-referenced-by-count":79,"title":["CellClassifier: supervised learning of cellular phenotypes"],"prefix":"10.1093","volume":"25","author":[{"given":"Pauli","family":"R\u00e4m\u00f6","sequence":"first","affiliation":[{"name":"Institute of Molecular Systems Biology, ETH Z\u00fcrich, HPT E71, Wolfgang Pauli-Str. 16, 8093 Z\u00fcrich, Switzerland"}]},{"given":"Raphael","family":"Sacher","sequence":"additional","affiliation":[{"name":"Institute of Molecular Systems Biology, ETH Z\u00fcrich, HPT E71, Wolfgang Pauli-Str. 16, 8093 Z\u00fcrich, Switzerland"}]},{"given":"Berend","family":"Snijder","sequence":"additional","affiliation":[{"name":"Institute of Molecular Systems Biology, ETH Z\u00fcrich, HPT E71, Wolfgang Pauli-Str. 16, 8093 Z\u00fcrich, Switzerland"}]},{"given":"Boris","family":"Begemann","sequence":"additional","affiliation":[{"name":"Institute of Molecular Systems Biology, ETH Z\u00fcrich, HPT E71, Wolfgang Pauli-Str. 16, 8093 Z\u00fcrich, Switzerland"}]},{"given":"Lucas","family":"Pelkmans","sequence":"additional","affiliation":[{"name":"Institute of Molecular Systems Biology, ETH Z\u00fcrich, HPT E71, Wolfgang Pauli-Str. 16, 8093 Z\u00fcrich, Switzerland"}]}],"member":"286","published-online":{"date-parts":[[2009,9,2]]},"reference":[{"key":"2023013112155403300_B1","doi-asserted-by":"crossref","first-page":"1753","DOI":"10.1126\/science.1140324","article-title":"Quantitative morphological signatures define local signaling networks regulating cell morphology","volume":"316","author":"Bakal","year":"2007","journal-title":"Science"},{"key":"2023013112155403300_B2","doi-asserted-by":"crossref","first-page":"1213","DOI":"10.1093\/bioinformatics\/17.12.1213","article-title":"A neural network classifier capable of recognizing the patterns of all major subcellular structures in fluorescence microscope images of HeLa cells","volume":"17","author":"Boland","year":"2001","journal-title":"Bioinformatics"},{"key":"2023013112155403300_B3","doi-asserted-by":"crossref","first-page":"R66","DOI":"10.1186\/gb-2006-7-7-r66","article-title":"Analysis of cell-based RNAi screens","volume":"7","author":"Boutros","year":"2006","journal-title":"Genome Biol."},{"key":"2023013112155403300_B4","doi-asserted-by":"crossref","first-page":"R100.1","DOI":"10.1186\/gb-2006-7-10-r100","article-title":"CellProfiler: image analysis software for identifying and quantifying cell phenotypes","volume":"7","author":"Carpenter","year":"2006","journal-title":"Genome Biol"},{"key":"2023013112155403300_B5","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1145\/1143844.1143865","article-title":"An empirical comparison of supervised learning algorithms","volume-title":"Proceedings of the 23rd International Conference on Machine Learning","author":"Caruana","year":"2006"},{"key":"2023013112155403300_B6","article-title":"Pattern recognition Toolbox for Matlab","volume-title":"MSc Thesis.","author":"Franc","year":"2000"},{"key":"2023013112155403300_B7","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/1471-2105-9-482","article-title":"CellProfiler analyst: data exploration and analysis software for complex image-based screens","volume":"9","author":"Jones","year":"2008","journal-title":"BMC Bioinformatics"},{"key":"2023013112155403300_B8","doi-asserted-by":"crossref","first-page":"78","DOI":"10.1038\/nature03571","article-title":"Genome-wide analysis of human kinases in clathrin- and caveolae\/raft-mediated endocytosis","volume":"436","author":"Pelkmans","year":"2005","journal-title":"Nature"},{"key":"2023013112155403300_B9","doi-asserted-by":"crossref","first-page":"483","DOI":"10.1016\/j.ceb.2008.06.002","article-title":"Lessons from genetics: interpreting complex phenotypes in RNAi screens","volume":"4","author":"Sacher","year":"2008","journal-title":"Curr. 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