Dr. Ursula Neumann

Dr. Ursula Neumann

since November 2017
Head of Medical Informatics Division at the Chair of Bioinformatics, Department of Mathematics & Computer Science, University of Marburg, Germany

2014 – 2017
PhD in Bioinformatics at the Department of Bioinformatics, TUM Campus Straubing, Germany
Thesis: Stability and Accuracy Analysis of a Feature Selection Ensemble for Binary Classification in Biomedical Datasets

2011 – 2014
Studies in Mathematics (Master of Science) at the Universtity of Regensburg, Germany
Title of Thesis: Verschwindende Zykel und semi-stabile Reduktion über Restklassencharakteristik zwei.

2008 – 2011
Studies in Mathematics (Bachelor of Science) at the Universtity of Regensburg, Germany
Title of Thesis: K_0-Theorie von Dedekindringen

Publications (ResearchGate)

  • Armano G, Giuliani A, Neumann U, Rothe N, Heider D: Phi-Delta-Diagrams: Software Implementation of a Visual Tool for Assessing Classifier and Feature Performance. Mach. Learn. Knowl. Extr. 2018, 1(1), 7
  • Baars T, Sowa JP, 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.
  • Neumann U, Genze N, Heider D: EFS: An Ensemble Feature Selection Tool implemented as R-package and Web-Application. BioData Mining 2017, 10:21.
  • Neumann U, Riemenschneider M, Sowa J-P, Baars T, Kälsch J, Canbay A, Heider D: Compensation of feature selection biases accompanied with improved predictive performance for binary classification by using a novel ensemble feature selection approach. BioData Mining 2016, 9(1):36.
  • Riemenschneider M, Senge R, Neumann U, Hüllermeier E, Heider D: Exploiting HIV-1 protease and reverse transcriptase cross-resistance information for improved drug resistance prediction by means of multi-label classification. BioData Mining 2016, 9:10.
  • Baars T, Neumann U, Jinawy M, Hendricks S, Sowa JP, Kälsch J, Riemenschneider M, Gerken G, Erbel R, Heider D, Canbay A: In Acute Myocardial Infarction Liver Parameters Are Associated With Stenosis Diameter. Medicine 2016, 95(6):e2807.


Einführung in die Informatik SS 2018 Philipps-Universität Marburg
Grundlagen der Statistik WS 2017/18 Philipps-Universität Marburg
EDV-Anwendung SS 2017 Straubing Center of Science
Mathematik WS 2016/2017 Straubing Centre of Science
Statistik SS 2016 Straubing Centre of Science
Mathematik WS 2015/2016 Straubing Centre of Science
Statistik SS 2015 Straubing Centre of Science
Mathematik WS 2014/2015 Straubing Centre of Science

Attended Conferences

July 2018: European Conference on Data Analysis (ECDA 2018), Paderborn, Germany, talk.
July 2017: 14th Annual Meeting of the Bioinformatics Italian Society (BITS 2017), Cagliari, Italy, poster presentation.
September 2016: German Conference on Bioinformatics, Berlin, poster presentation.
September 2016: Knowledge Discovery on the Web (KDWeb), Cagliari, Italy, poster presentation.
September 2015: German Conference on Bioinformatics, Dortmund, poster presentation.
July 2015: ISMB/ECCB, Dublin, Ireland, poster presentation.