Classification Models for Early Detection of Prostate Cancer
Joint Authors
Cammann, Henning
Tolxdorff, Thomas
Wichard, Joerg D.
Stephan, Carsten
Source
Journal of Biomedicine and Biotechnology
Issue
Vol. 2008, Issue 2008 (31 Dec. 2008), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2008-04-20
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
We investigate the performance of different classification models and their ability to recognize prostate cancer in an early stage.
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 and compare different classification models.
The datasets come from clinical examinations and some of the classification models are already in use to support the urologists in their clinical work.
American Psychological Association (APA)
Wichard, Joerg D.& Cammann, Henning& Stephan, Carsten& Tolxdorff, Thomas. 2008. Classification Models for Early Detection of Prostate Cancer. Journal of Biomedicine and Biotechnology،Vol. 2008, no. 2008, pp.1-7.
https://search.emarefa.net/detail/BIM-455461
Modern Language Association (MLA)
Wichard, Joerg D.…[et al.]. Classification Models for Early Detection of Prostate Cancer. Journal of Biomedicine and Biotechnology No. 2008 (2008), pp.1-7.
https://search.emarefa.net/detail/BIM-455461
American Medical Association (AMA)
Wichard, Joerg D.& Cammann, Henning& Stephan, Carsten& Tolxdorff, Thomas. Classification Models for Early Detection of Prostate Cancer. Journal of Biomedicine and Biotechnology. 2008. Vol. 2008, no. 2008, pp.1-7.
https://search.emarefa.net/detail/BIM-455461
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-455461