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rdf:type |
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lifeskim:mentions |
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pubmed:dateCreated |
2008-3-3
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pubmed:abstractText |
In a previously published pilot study we explored the performance of microarrays in predicting clinical behaviour of ovarian tumours. For this purpose we performed microarray analysis on 20 patients and estimated that we could predict advanced stage disease with 100% accuracy and the response to platin-based chemotherapy with 76.92% accuracy using leave-one-out cross validation techniques in combination with Least Squares Support Vector Machines (LS-SVMs).
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pubmed:commentsCorrections |
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-12074164,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-12183431,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-14706684,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-15161682,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-15231531,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-15277215,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-15505275,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-15608260,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-15726096,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-15788660,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-15897565,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-15940270,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-16204010,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-16278422,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-16287073,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-16515583,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-17009964,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-17068758,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-17227998,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-17237035,
http://linkedlifedata.com/resource/pubmed/commentcorrection/18211668-1999708
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pubmed:language |
eng
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pubmed:journal |
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pubmed:citationSubset |
IM
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pubmed:chemical |
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pubmed:status |
MEDLINE
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pubmed:issn |
1471-2407
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pubmed:author |
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pubmed:issnType |
Electronic
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pubmed:volume |
8
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pubmed:owner |
NLM
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pubmed:authorsComplete |
Y
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pubmed:pagination |
18
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pubmed:dateRevised |
2009-11-18
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pubmed:meshHeading |
pubmed-meshheading:18211668-Algorithms,
pubmed-meshheading:18211668-Antineoplastic Agents,
pubmed-meshheading:18211668-Disease Progression,
pubmed-meshheading:18211668-Drug Resistance, Neoplasm,
pubmed-meshheading:18211668-Female,
pubmed-meshheading:18211668-Gene Expression Profiling,
pubmed-meshheading:18211668-Humans,
pubmed-meshheading:18211668-Middle Aged,
pubmed-meshheading:18211668-Models, Biological,
pubmed-meshheading:18211668-Neoplasm Staging,
pubmed-meshheading:18211668-Oligonucleotide Array Sequence Analysis,
pubmed-meshheading:18211668-Ovarian Neoplasms,
pubmed-meshheading:18211668-Platinum Compounds,
pubmed-meshheading:18211668-Principal Component Analysis,
pubmed-meshheading:18211668-Prognosis
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pubmed:year |
2008
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pubmed:articleTitle |
Expression profiling to predict the clinical behaviour of ovarian cancer fails independent evaluation.
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pubmed:affiliation |
Department of Electrical Engineering ESAT-SCD-Sista, Katholieke Universiteit Leuven, Kasteelpark Arenberg 10, 3001 Leuven, Belgium. olivier.gevaert@esat.kuleuven.be
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pubmed:publicationType |
Journal Article,
Comparative Study,
Research Support, Non-U.S. Gov't,
Evaluation Studies
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