Enhanced CellClassifier: a multi-class classification tool for microscopy images-Reference-Cited by-同舟云学术

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Enhanced CellClassifier: a multi-class classification tool for microscopy images

Published:2010-01-14 Issue:1 Volume:11 Page:
ISSN:1471-2105
Container-title:BMC Bioinformatics
language:en
Short-container-title:BMC Bioinformatics

Author:

Misselwitz Benjamin,Strittmatter Gerhard,Periaswamy Balamurugan,Schlumberger Markus C,Rout Samuel,Horvath Peter,Kozak Karol,Hardt Wolf-Dietrich

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Structural Biology

Link

http://link.springer.com/content/pdf/10.1186/1471-2105-11-30.pdf

Reference40 articles.

1. Eggert US, Mitchison TJ: Small molecule screening by imaging. Curr Opin Chem Biol 2006, 10(3):232–237. 10.1016/j.cbpa.2006.04.010

2. Carpenter AE: Image-based chemical screening. Nat Chem Biol 2007, 3(8):461–465. 10.1038/nchembio.2007.15

3. Cortes C, Vapnik V: Support vector networks. Machine Learning 1995, 20: 273–297.

4. Carpenter AE, Jones TR, Lamprecht MR, Clarke C, Kang IH, Friman O, Guertin DA, Chang JH, Lindquist RA, Moffat J, et al.: CellProfiler: image analysis software for identifying and quantifying cell phenotypes. Genome Biol 2006, 7(10):R100. 10.1186/gb-2006-7-10-r100

5. Jones TR, Carpenter AE, Lamprecht MR, Moffat J, Silver SJ, Grenier JK, Castoreno AB, Eggert US, Root DE, Golland P, et al.: Scoring diverse cellular morphologies in image-based screens with iterative feedback and machine learning. Proc Natl Acad Sci USA 2009, 106(6):1826–1831. 10.1073/pnas.0808843106

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