| Myasthenic crisis demanding mechanical ventilation: a multicenter analysis of 250 cases B Neumann, K Angstwurm, P Mergenthaler, S Kohler, S Schönenberger, ... Neurology 94 (3), e299-e313, 2020 | 126 | 2020 |
| EFS: an ensemble feature selection tool implemented as R-package and web-application U Neumann, N Genze, D Heider BioData mining 10, 1-9, 2017 | 106 | 2017 |
| Non-invasive assessment of NAFLD as systemic disease—a machine learning perspective A Canbay, J Kälsch, U Neumann, M Rau, S Hohenester, HA Baba, C Rust, ... PloS one 14 (3), e0214436, 2019 | 79 | 2019 |
| Evaluating the impact of multivariate imputation by MICE in feature selection M Mera-Gaona, U Neumann, R Vargas-Canas, DM López Plos one 16 (7), e0254720, 2021 | 58 | 2021 |
| Compensation of feature selection biases accompanied with improved predictive performance for binary classification by using a novel ensemble feature selection approach U Neumann, M Riemenschneider, JP Sowa, T Baars, J Kälsch, A Canbay, ... BioData Mining 9, 1-14, 2016 | 55 | 2016 |
| Exploiting HIV-1 protease and reverse transcriptase cross-resistance information for improved drug resistance prediction by means of multi-label classification M Riemenschneider, R Senge, U Neumann, E Hüllermeier, D Heider BioData mining 9, 1-6, 2016 | 38 | 2016 |
| Framework for the ensemble of feature selection methods M Mera-Gaona, DM López, R Vargas-Canas, U Neumann Applied Sciences 11 (17), 8122, 2021 | 37 | 2021 |
| In acute myocardial infarction liver parameters are associated with stenosis diameter T Baars, U Neumann, M Jinawy, S Hendricks, JP Sowa, J Kälsch, ... Medicine 95 (6), e2807, 2016 | 33 | 2016 |
| An accelerated dose escalation with a grass pollen allergoid is safe and well-tolerated: a randomized open label phase II trial AM Chaker, B Al-Kadah, U Luther, U Neumann, M Wagenmann Clinical and translational allergy 6, 1-7, 2015 | 22 | 2015 |
| Early tracheostomy is associated with shorter ventilation time and duration of ICU stay in patients with myasthenic crisis—a multicenter analysis K Angstwurm, A Vidal, H Stetefeld, C Dohmen, P Mergenthaler, S Kohler, ... Journal of Intensive Care Medicine 37 (1), 32-40, 2022 | 19 | 2022 |
| Liver parameters as part of a non-invasive model for prediction of all-cause mortality after myocardial infarction T Baars, JP Sowa, U Neumann, S Hendricks, M Jinawy, J Kälsch, ... Archives of Medical Science 16 (1), 71-80, 2020 | 17 | 2020 |
| NAFLD-associated comorbidities in advanced stage HCC do not alter the safety and efficacy of yttrium-90 radioembolization C Schotten, LP Bechmann, P Manka, J Theysohn, A Dechêne, A El Fouly, ... Liver Cancer 8 (6), 491-504, 2019 | 17 | 2019 |
| FRI-Feature relevance intervals for interpretable and interactive data exploration L Pfannschmidt, C Göpfert, U Neumann, D Heider, B Hammer 2019 IEEE Conference on Computational Intelligence in Bioinformatics and …, 2019 | 8 | 2019 |
| Phi-delta-diagrams: software implementation of a visual tool for assessing classifier and feature performance G Armano, A Giuliani, U Neumann, N Rothe, D Heider Machine Learning and Knowledge Extraction 1 (1), 121-137, 2018 | 3 | 2018 |
| Ensemble feature selection for regression problems U Neumann, D Heider European conference on data analysis (ECDA 2018), book of abstracts 19, 2018 | 2 | 2018 |
| Correction: Evaluating the impact of multivariate imputation by MICE in feature selection M Mera-Gaona, U Neumann, R Vargas-Canas, DM López Plos one 16 (12), e0261739, 2021 | 1 | 2021 |
| Data Analytics in der Supply Chain A Bärmann, J Mehringer, C Menden, U Neumann, J Schemm, ... Fraunhofer IIS, 2021 | | 2021 |
| Extrahepatic Comorbidities Do Not Alter the Safety and Efficacy of Radioembolization of NAFLD-Associated HCC C Schotten, LP Bechmann, P Manka, J Theysohn, A Dechene, A El Fouly, ... HEPATOLOGY 68, 852A-853A, 2018 | | 2018 |
| Stability and Accuracy Analysis of a Feature Selection Ensemble for Binary Classification in Biomedical Datasets U Neumann Technische Universität München, 2018 | | 2018 |
| The EFS-Server: A Web-Application for Feature Selection in Binary Classification. U Neumann, D Heider KDWeb, 2016 | | 2016 |
