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Survival time prognosis under a Markov model of cancer development

Abstract

In this study we look at a breast cancer data set of women from Pomerania region collected in year 1987-1992 in the Medical University of Gdańsk. We analyze the clinical risk factors in conjunction with Markov model of cancer development. We evaluate Artificial Neural Network (ANN) survival time prediction via a simulation study.

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Category:
Conference activity
Type:
publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
Title of issue:
Proceedings of the sixteen national conference on Applications of mathematics in biology and medicine = Krajowa konferencja Zastosowań matematyki w biologii i medycynie, Krynica, 14-18 September 2010 strony 6 - 11
Language:
English
Publication year:
2010
Bibliographic description:
Krzemiński M., Bartoszek K., Skokowski J.: Survival time prognosis under a Markov model of cancer development// Proceedings of the sixteen national conference on Applications of mathematics in biology and medicine = Krajowa konferencja Zastosowań matematyki w biologii i medycynie, Krynica, 14-18 September 2010/ ed. eds. M. Ziółko, M. Bodnar, E. Kutafina. - AGH University of Science and Technology. Kraków: , 2010, s.6-11
Verified by:
Gdańsk University of Technology

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