CATEGORY Publications

New publication!

Our new article has been accepted in Archives of Medical Science: Baars T, Sowa J-P, Neumann U, Hendricks S, Jinawy M, Kälsch J, Gerken G, Rassaf T, Heider D, Canbay A: Liver parameters as part of a non-invasive model for prediction of all-cause mortality after myocardial infarction. Archives of Medical Science 2018, in press. Abstract…

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New publication!

Our new article has been accepted in Systems Medicine: Riemenschneider R, Wienbeck J, Scherag A, Heider D: Data Science for MDx Applications: From Academia to Clinic to Industry. Systems Medicine 2018, in press. Abstract The development of computational approaches for predictive modeling of diseases, e.g., in cancer diagnostics or prognostics, or drug resistance predictions in…

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New publication!

We published a new article in Bioinformatics: Löchel HF, Riemenschneider R, Frishman D, Heider D:: SCOTCH: Subtype A Coreceptor Tropism Classification in HIV-1. Bioinformatics 2018, in press. (Link) Abstract Motivation: The V3 loop of the gp120 glycoprotein of the Human Immunodeficiency Virus 1 (HIV-1) is considered to be responsible for viral coreceptor tropism. gp120 interacts…

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ECDA 2018

Dominik is member of the program commitee of the ECDA 2018 in Paderborn. ECDA was launched in 2013 and emerged from the annual conference of the German Classification Society (GfKl). It is supported by the European Association for Data Science (EuADS), the International Association for Statistical Computing (IASC), the German Computer Science Society (GI), as…

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New publication!

We published a new article in BMC Bioinformatics:   Riemenschneider M, Herbst A, Rasch A, Gorlatch S, Heider D: eccCL: Parallelized GPU implementation of Ensemble Classifier Chains. BMC Bioinformatics 2017, 18:371. (Link)     Abstract Background: Multi-label classification has recently gained great attention in diverse fields of research, e.g., in biomedical application such as protein function…

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