Machine Learning Improves the Precision and Robustness of High-Content Screens: Using Nonlinear Multiparametric Methods to Analyze Screening Results
dc.contributor.author
Horvath, Peter
dc.contributor.author
Wild, Thomas
dc.contributor.author
Kutay, Ulrike
dc.contributor.author
Csucs, Gabor
dc.date.accessioned
2017-06-14T18:34:11Z
dc.date.available
2017-06-14T18:34:11Z
dc.date.issued
2011-10
dc.identifier.issn
1087-0571
dc.identifier.issn
1552-454X
dc.identifier.other
10.1177/1087057111414878
dc.identifier.uri
http://hdl.handle.net/20.500.11850/160059
dc.language.iso
en
dc.publisher
Sage
dc.subject
Machine learning
dc.subject
SiRNA screening
dc.subject
Advanced Cell Classifier
dc.subject
Multiparametric methods
dc.title
Machine Learning Improves the Precision and Robustness of High-Content Screens: Using Nonlinear Multiparametric Methods to Analyze Screening Results
dc.type
Journal Article
ethz.journal.title
Journal of Biomolecular Screening
ethz.journal.volume
16
ethz.journal.issue
9
ethz.pages.start
1059
ethz.pages.end
1067
ethz.notes
Received 13 July 2010, Revised 24 May 2011, Accepted 30 May 2011, Published online 1 August 2011.
ethz.identifier.wos
ethz.identifier.nebis
006060255
ethz.publication.status
published
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02030 - Dep. Biologie / Dep. of Biology::02517 - Institut für Biochemie / Institute of Biochemistry (IBC)::03543 - Kutay, Ulrike / Kutay, Ulrike
ethz.leitzahl.certified
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02030 - Dep. Biologie / Dep. of Biology::02517 - Institut für Biochemie / Institute of Biochemistry (IBC)::03543 - Kutay, Ulrike / Kutay, Ulrike
ethz.date.deposited
2017-06-14T18:40:44Z
ethz.source
ECIT
ethz.identifier.importid
imp59364e72ea3bb38394
ethz.ecitpid
pub:65022
ethz.eth
yes
ethz.availability
Metadata only
ethz.rosetta.installDate
2017-07-12T23:42:01Z
ethz.rosetta.lastUpdated
2018-11-05T11:21:12Z
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true
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