CATEGORY Publications

BMC_Bioinforamtics

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, in press. (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 prediction or…

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logoBITS-nelCerchio

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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BioDataMining

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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liverinternational

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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gastro

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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BioDataMining

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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Norma J. Wendel

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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BMC_Bioinforamtics

New publication

We published a new article in BMC Bioinformatics: Riemenschneider M, Hummel T, Heider D: SHIVA – a web application for drug resistance and tropism testing in HIV. BMC Bioinformatics 2016, 17:314. (Link) Abstract Background: Drug resistance testing is mandatory in antiretroviral therapy in human immunodeficiency virus (HIV) infected patients for successful treatment. The emergence of…

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