CATEGORY Publications

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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BITS 2017

Ulla will present a poster at the BITS 2017 Neumann U, Heider D: Pi/4 -Rotation Method for Feature Subset Selection … and Dominik will give an invited talk. Looking forward to Cagliari!

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Paper accepted!

Our paper has been accepted in BioData Mining: Neumann U, Genze N, Heider D: EFS: An Ensemble Feature Selection Tool implemented as R-package and Web-Application. BioData Mining 2017, 10:21. (Link) Abstract Background Feature selection methods aim at identifying a subset of features that improve the prediction performance of subsequent classification models and thereby also simplify…

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New publication

We published a new article in Liver International: Anastasiou O, Kälsch J, Hakmouni M, Kucukoglu O, Heider D, Korth J, Manka P, Sowa J-P, Bechmann L, Saner F, Paul A, Gerken G, Baba H, Canbay A: Low transferrin and high ferritin concentrations are associated with worse outcome in acute liver failure. Liver International 2017, in…

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New Publication

We published a new article in Zeitschrift für Gastroenterologie: Best J, Bilgi H, Heider D, Schotten C, Manka P, Bedreli S, Gorray M, Ertle J, van Grunsven LA, Dechêne A: The GALAD scoring algorithm based on AFP, AFP-L3, and DCP significantly improves detection of BCLC early stage hepatocellular carcinoma. Zeitschrift für Gastroenterologie 2016, 54(12):1296-1305. (Link)…

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New publication

We published a new article in BioData Mining: Ursula Neumann, Mona Riemenschneider, Jan-Peter Sowa, Theodor Baars, Julia Kälsch, Ali Canbay and Dominik Heider: Compensation of feature selection biases accompanied with improved predictive performance for binary classification by using a novel ensemble feature selection approach. BioData Mining 9(1), 36 (2016). (Link) Abstract Motivation Biomarker discovery methods are…

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New publication

We published a new article in LaboratoriumsMedizin: Canbay A, Leven A-S, Fingas C, Heider D: Non-alcoholic fatty liver disease (NAFLD): can simple laboratory diagnostics assess progression of NAFLD? LaboratoriumsMedizin 2016, in press. (Link) Abstract Non-alcoholic fatty liver disease (NAFLD) is the hepatic manifestation of the metabolic syndrome. NAFLD may cause liver fibrosis and proceed to…

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German Conference on Bioinformatics

This year in Berlin! We have three posters at the GCB 2016: Neumann U, Heider D: EFS: An ensemble of feature selection methods for binary classification. Wendel NJ, Schmid J, Sieber V, Heider D: Synthetic Biology Approach for the Development of Customized Polysaccharides. Riemenschneider M, Herbst A, Rasch A, Gorlatch S, Heider D: eccCL: an optimized GPU…

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