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Towards an environment for data mining based analysis processes in bioinformatics & personalized medicine

 
: Wegener, Dennis; Rossi, Simona; Buffa, Francesca; Delorenzi, Mauro; Rüping, Stefan

:
Postprint urn:nbn:de:0011-n-1926747 (176 KByte PDF)
MD5 Fingerprint: 8725a84a8d7b521d4a025f724706b19f
© 2011 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Erstellt am: 18.2.2012


Institute of Electrical and Electronics Engineers -IEEE-; IEEE Computer Society:
IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2011 : 12-15 November 2011, Atlanta, GA, USA
New York, NY: IEEE, 2011
ISBN: 978-1-4577-1612-6
ISBN: 978-1-4577-1613-3
S.570-577
International Conference on Bioinformatics and Biomedicine (BIBMW) <2011, Atlanta/Ga.>
Englisch
Konferenzbeitrag, Elektronische Publikation
Fraunhofer IAIS ()
data mining; scientific data analysis; integration; E-health; Bioinformatics; evaluation

Abstract
Bioinformatics and data mining procedures are collaborating to implement and evaluate tools and procedures for prediction of disease recurrence and progression, response to treatment, as well as new insights into various oncogenic pathways [1], [2], [3], [4] by taking into account the user needs and their heterogeneity. Based on these advances, medicine is undergoing a revolution that is even transforming the nature of health care from reactive to proactive [5]. The p-medicine (www.p-medicine.eu) consortium is creating a biomedical platform to facilitate the translation from current practice to a predictive, personalized, preventive, participatory and psycho-cognitive medicine by integrating VPH models, clinical practice, imaging and genomics data. In this paper, we present the challenges for data mining based analysis in bio- and medical informatics and our approach towards a data mining environment addressing these requirements in the p-medicine platform.

: http://publica.fraunhofer.de/dokumente/N-192674.html