Publication Details

Reference Category Book chapters
DOI / URL link
Title (Primary) Application of mnSOM on linking external exposure to internal load
Title (Secondary) Advances in Neuro-Information Processing: 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part II
Author Röder, S.; Richter, M.; Herbarth, O.;
Publisher Köppen, M.; Kasabov, N.; Coghill, G.;
Journal Lecture Notes in Computer Science
Year 2009
Department STUDIEN;
Volume 5507
Language englisch;
Abstract The internal load in humans caused by an external exposure is different in each person and mainly depends on metabolism. Using the recently proposed method of mnSOM we are able to describe the human metabolism using a functional module (linear or nonlinear) for each individual.mnSOM enables us to subdivide individuals into classes based on the functional description of each individuals metabolism. Furthermore the shown approach is able to show dependencies between external exposure and internal load in humans. In environmental epidemiology this will be used to establish links between external exposure and internal load patterns to gather clinical relevant information for practitioners.
ID 545
Persistent UFZ Identifier https://www.ufz.de/index.php?en=20939&ufzPublicationIdentifier=545
Röder, S., Richter, M., Herbarth, O. (2009):
Application of mnSOM on linking external exposure to internal load
In: Köppen, M., Kasabov, N., Coghill, G. (eds.)
Advances in Neuro-Information Processing: 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part II
Lect. Notes Comput. Sci. 5507
Springer, Berlin, Heidelberg, New York, p. 816 - 823