Uli Niemann
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3D regression heat map analysis of population study data
P Klemm, K Lawonn, S Glaßer, U Niemann, K Hegenscheid, H Völzke, ...
IEEE transactions on visualization and computer graphics 22 (1), 81-90, 2015
Learning and inspecting classification rules from longitudinal epidemiological data to identify predictive features on hepatic steatosis
U Niemann, H Völzke, JP Kühn, M Spiliopoulou
Expert Systems with Applications 41 (11), 5405-5415, 2014
Can we distinguish between benign and malignant breast tumors in DCE-MRI by studying a tumor's most suspect region only?
S Glaßer, U Niemann, B Preim, M Spiliopoulou
Proceedings of the 26th IEEE International Symposium on Computer-Based …, 2013
Subpopulation Discovery and Validation in Epidemiological Data.
S Alemzadeh, T Hielscher, U Niemann, L Cibulski, T Ittermann, H Völzke, ...
EuroVA@ EuroVis, 43-47, 2017
Can we classify the participants of a longitudinal epidemiological study from their previous evolution?
U Niemann, T Hielscher, M Spiliopoulou, H Völzke, JP Kühn
2015 IEEE 28th International Symposium on Computer-Based Medical Systems …, 2015
Entity-level stream classification: exploiting entity similarity to label the future observations referring to an entity
V Unnikrishnan, C Beyer, P Matuszyk, U Niemann, R Pryss, W Schlee, ...
International Journal of Data Science and Analytics 9 (1), 1-15, 2020
Rupture status classification of intracranial aneurysms using morphological parameters
U Niemann, P Berg, A Niemann, O Beuing, B Preim, M Spiliopoulou, ...
2018 IEEE 31st International Symposium on Computer-Based Medical Systems …, 2018
Visual Analytics of Missing Data in Epidemiological Cohort Studies.
S Alemzadeh, U Niemann, T Ittermann, H Völzke, D Schneider, ...
VCBM, 43-51, 2017
Comparative clustering of plantar pressure distributions in diabetics with polyneuropathy may be applied to reveal inappropriate biomechanical stress
U Niemann, M Spiliopoulou, T Szczepanski, F Samland, J Grützner, ...
Plos one 11 (8), e0161326, 2016
A framework for expert-driven subpopulation discovery and evaluation using subspace clustering for epidemiological data
T Hielscher, U Niemann, B Preim, H Völzke, T Ittermann, M Spiliopoulou
Expert Systems with Applications 113, 147-160, 2018
Interactive Medical Miner: Interactively Exploring Subpopulations in Epidemiological Datasets
U Niemann, M Spiliopoulou, H Völzke, JP Kühn
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014
Visual analysis of missing values in longitudinal cohort study data
S Alemzadeh, U Niemann, T Ittermann, H Völzke, D Schneider, ...
Computer Graphics Forum 39 (1), 63-75, 2020
Building a Bayesian network to understand the interplay of variables in an epidemiological population-based study
P Multani, U Niemann, MA Cypko, JP Kuehn, H Voelzke, S Oeltze-Jafra, ...
2018 IEEE 31st International Symposium on Computer-Based Medical Systems …, 2018
Patient empowerment through summarization of discussion threads on treatments in a patient self-help forum
S Dandage, J Huber, A Janki, U Niemann, R Pryss, M Reichert, ...
International Conference on Biomedical and Health Informatics, 229-233, 2017
Development and internal validation of a depression severity prediction model for tinnitus patients based on questionnaire responses and socio-demographics
U Niemann, P Brueggemann, B Boecking, B Mazurek, M Spiliopoulou
Scientific reports 10 (1), 1-9, 2020
Combining subgroup discovery and clustering to identify diverse subpopulations in cohort study data
U Niemann, M Spiliopoulou, B Preim, T Ittermann, H Völzke
2017 IEEE 30th International Symposium on Computer-Based Medical Systems …, 2017
Subpopulation discovery in epidemiological data with subspace clustering
U Niemann, M Spiliopoulou, H Völzke, JP Kühn
Foundations of Computing and Decision Sciences 39 (4), 271-300, 2014
Classification of benign and malignant DCE-MRI breast tumors by analyzing the most suspect region
S Glaßer, U Niemann, U Preim, B Preim, M Spiliopoulou
Bildverarbeitung für die Medizin 2013, 45-50, 2013
Plantar temperatures in stance position: A comparative study with healthy volunteers and diabetes patients diagnosed with sensoric neuropathy
U Niemann, M Spiliopoulou, J Malanowski, J Kellersmann, T Szczepanski, ...
EBioMedicine 54, 102712, 2020
Tinnitus-related distress after multimodal treatment can be characterized using a key subset of baseline variables
U Niemann, B Boecking, P Brueggemann, W Mebus, B Mazurek, ...
PloS one 15 (1), e0228037, 2020
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