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2007 Frontiers in the Convergence of Bioscience and Information Technologies
Early Detection of Prostate Cancer with Classifier Ensembles
Jeju Island, Korea
October 11-October 13
ISBN: 978-0-7695-2999-8
ASCII Text
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Joerg D. Wichard, Henning Cammann, Carsten Stephan, Thomas Tolxdorff, "Early Detection of Prostate Cancer with Classifier Ensembles," Frontiers in the Convergence of Bioscience and Information Technologies, pp. 367-372, 2007 Frontiers in the Convergence of Bioscience and Information Technologies, 2007.
 
 
BibTex
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@article{ 10.1109/FBIT.2007.38,
author = {Joerg D. Wichard and Henning Cammann and Carsten Stephan and Thomas Tolxdorff},
title = {Early Detection of Prostate Cancer with Classifier Ensembles},
journal ={Frontiers in the Convergence of Bioscience and Information Technologies},
volume = {0},
year = {2007},
isbn = {978-0-7695-2999-8},
pages = {367-372},
doi = {http://doi.ieeecomputersociety.org/10.1109/FBIT.2007.38},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Frontiers in the Convergence of Bioscience and Information Technologies
TI - Early Detection of Prostate Cancer with Classifier Ensembles
SN - 978-0-7695-2999-8
SP367
EP372
A1 - Joerg D. Wichard,
A1 - Henning Cammann,
A1 - Carsten Stephan,
A1 - Thomas Tolxdorff,
PY - 2007
VL - 0
JA - Frontiers in the Convergence of Bioscience and Information Technologies
ER -
 
We investigate the performance of different classification models and their ability to recognize prostate cancer in an early state. We build ensembles of classification models in order to increase the classification performance. We measure the performance of our models in an extensive cross-validation procedure. The data sets come from clinical examinations and some of the classification models are already in use to support the urologists in their clinical work.
Citation:
Joerg D. Wichard, Henning Cammann, Carsten Stephan, Thomas Tolxdorff, "Early Detection of Prostate Cancer with Classifier Ensembles," fbit, pp.367-372, 2007 Frontiers in the Convergence of Bioscience and Information Technologies, 2007
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