Search Results - Alfred Ultsch

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  1. 1

    Recursive computed ABC (cABC) analysis as a precise method for reducing machine learning based feature sets to their minimum informative size by Jörn Lötsch, Alfred Ultsch

    Published in Scientific Reports (2023-04-01)
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  2. 2

    Euclidean distance-optimized data transformation for cluster analysis in biomedical data (EDOtrans) by Alfred Ultsch, Jörn Lötsch

    Published in BMC Bioinformatics (2022-06-01)
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  3. 3

    The Fundamental Clustering and Projection Suite (FCPS): A Dataset Collection to Test the Performance of Clustering and Data Projection Algorithms by Alfred Ultsch, Jörn Lötsch

    Published in Data (2020-01-01)
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  4. 4

    Comparative assessment of projection and clustering method combinations in the analysis of biomedical data by Jörn Lötsch, Alfred Ultsch

    Published in Informatics in Medicine Unlocked (2024-01-01)
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  5. 5

    Functional abstraction as a method to discover knowledge in gene ontologies. by Alfred Ultsch, Jörn Lötsch

    Published in PLoS ONE (2014-01-01)
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  6. 6

    Pitfalls of Using Multinomial Regression Analysis to Identify Class-Structure-Relevant Variables in Biomedical Data Sets: Why a Mixture of Experts (MOE) Approach Is Better by Jörn Lötsch, Alfred Ultsch

    Published in BioMedInformatics (2023-10-01)
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  7. 7

    Enhancing Explainable Machine Learning by Reconsidering Initially Unselected Items in Feature Selection for Classification by Jörn Lötsch, Alfred Ultsch

    Published in BioMedInformatics (2022-12-01)
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  8. 8

    Revisiting Fold-Change Calculation: Preference for Median or Geometric Mean over Arithmetic Mean-Based Methods by Jörn Lötsch, Dario Kringel, Alfred Ultsch

    Published in Biomedicines (2024-07-01)
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  9. 9

    Optimal distribution-preserving downsampling of large biomedical data sets (opdisDownsampling). by Jörn Lötsch, Sebastian Malkusch, Alfred Ultsch

    Published in PLoS ONE (2021-01-01)
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  10. 10

    Comparative assessment of automated algorithms for the separation of one-dimensional Gaussian mixtures by Jörn Lötsch, Sebastian Malkusch, Alfred Ultsch

    Published in Informatics in Medicine Unlocked (2022-01-01)
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  11. 11

    A perspective of randomness in a clinical test of olfactory performance by Jörn Lötsch, Thomas Hummel, Alfred Ultsch

    Published in Scientific Reports (2023-10-01)
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  12. 12

    Explainable AI Framework for Multivariate Hydrochemical Time Series by Michael C. Thrun, Alfred Ultsch, Lutz Breuer

    Published in Machine Learning and Knowledge Extraction (2021-02-01)
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  13. 13

    Analyzing the fine structure of distributions. by Michael C Thrun, Tino Gehlert, Alfred Ultsch

    Published in PLoS ONE (2020-01-01)
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  14. 14

    Multimodal distribution of human cold pain thresholds. by Jörn Lötsch, Violeta Dimova, Isabel Lieb, Michael Zimmermann, Bruno G Oertel, Alfred Ultsch

    Published in PLoS ONE (2015-01-01)
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  15. 15

    A Bioinformatics View on Acute Myeloid Leukemia Surface Molecules by Combined Bayesian and ABC Analysis by Michael C. Thrun, Elisabeth K. M. Mack, Andreas Neubauer, Torsten Haferlach, Miriam Frech, Alfred Ultsch, Cornelia Brendel

    Published in Bioengineering (2022-11-01)
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  16. 16

    An Explainable AI System for the Diagnosis of High-Dimensional Biomedical Data by Alfred Ultsch, Jörg Hoffmann, Maximilian A. Röhnert, Malte von Bonin, Uta Oelschlägel, Cornelia Brendel, Michael C. Thrun

    Published in BioMedInformatics (2024-01-01)
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  17. 17

    Prediction of Clinical Outcomes with Explainable Artificial Intelligence in Patients with Chronic Lymphocytic Leukemia by Joerg Hoffmann, Semil Eminovic, Christian Wilhelm, Stefan W. Krause, Andreas Neubauer, Michael C. Thrun, Alfred Ultsch, Cornelia Brendel

    Published in Current Oncology (2023-02-01)
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  18. 18

    Machine learning identifies right index finger tenderness as key signal of DAS28-CRP based psoriatic arthritis activity by Samuel Rischke, Sorwe Mojtahed Poor, Robert Gurke, Lisa Hahnefeld, Michaela Köhm, Alfred Ultsch, Gerd Geisslinger, Frank Behrens, Jörn Lötsch

    Published in Scientific Reports (2023-12-01)
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  19. 19

    Comprehensive genetic diagnosis of acute myeloid leukemia by next-generation sequencing by Elisabeth K.M. Mack, André Marquardt, Danny Langer, Petra Ross, Alfred Ultsch, Michael G. Kiehl, Hildegard I.D. Mack, Torsten Haferlach, Andreas Neubauer, Cornelia Brendel

    Published in Haematologica (2019-02-01)
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  20. 20

    R‐flurbiprofen attenuates experimental autoimmune encephalomyelitis in mice by Katja Schmitz, Natasja de Bruin, Philipp Bishay, Julia Männich, Annett Häussler, Christine Altmann, Nerea Ferreirós, Jörn Lötsch, Alfred Ultsch, Michael J Parnham, Gerd Geisslinger, Irmgard Tegeder

    Published in EMBO Molecular Medicine (2014-09-01)
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