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

Medicine

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