Uli Niemann

According to our database, Uli Niemann authored at least 29 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

GUCCI - Guided Cardiac Cohort Investigation of Blood Flow Data.

Monique Meuschke, Uli Niemann, Benjamin Behrendt, Matthias Gutberlet, Bernhard Preim, Kai Lawonn

IEEE Trans. Vis. Comput. Graph., March, 2023

2022

A cost-based multi-layer network approach for the discovery of patient phenotypes.

Clara Puga, Uli Niemann, Winfried Schlee, Myra Spiliopoulou

CoRR, 2022

Data-Driven Prediction of Athletes' Performance Based on Their Social Media Presence.

Frank Dreyer, Jannik Greif, Kolja Günther, Myra Spiliopoulou, Uli Niemann

Proceedings of the Discovery Science - 25th International Conference, 2022

Classification of cardiac cohorts based on morphological and hemodynamic features derived from 4D PC-MRI data.

Uli Niemann, Atrayee Neog, Benjamin Behrendt, Kai Lawonn, Matthias Gutberlet, Myra Spiliopoulou, Bernhard Preim, Monique Meuschke

Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022

2021

Discovery of Patient Phenotypes through Multi-layer Network Analysis on the Example of Tinnitus.

Clara Puga, Uli Niemann, Vishnu Unnikrishnan, Miro Schleicher, Winfried Schlee, Myra Spiliopoulou

Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021

2020

Entity-level stream classification: exploiting entity similarity to label the future observations referring to an entity.

Vishnu Unnikrishnan, Christian Beyer, Pawel Matuszyk, Uli Niemann, Rüdiger Pryss, Winfried Schlee, Eirini Ntoutsi, Myra Spiliopoulou

Int. J. Data Sci. Anal., 2020

Cardiac Cohort Classification based on Morphologic and Hemodynamic Parameters extracted from 4D PC-MRI Data.

Uli Niemann, Atrayee Neog, Benjamin Behrendt, Kai Lawonn, Matthias Gutberlet, Myra Spiliopoulou, Bernhard Preim, Monique Meuschke

CoRR, 2020

Visual Analysis of Missing Values in Longitudinal Cohort Study Data.

Shiva Alemzadeh, Uli Niemann, Till Ittermann, Henry Völzke, Daniel Schneider, Myra Spiliopoulou, Katja Bühler, Bernhard Preim

Comput. Graph. Forum, 2020

Combining visual analytics and case-based reasoning for rupture risk assessment of intracranial aneurysms.

Lena Spitz, Uli Niemann, Oliver Beuing, Belal Neyazi, I. Erol Sandalcioglu, Bernhard Preim, Sylvia Saalfeld

Int. J. Comput. Assist. Radiol. Surg., 2020

2019

Exploiting entity information for stream classification over a stream of reviews.

Christian Beyer, Vishnu Unnikrishnan, Uli Niemann, Pawel Matuszyk, Eirini Ntoutsi, Myra Spiliopoulou

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Visual Analytics for Epidemiology.

Bernhard Preim, Shiva Alemzadeh, Till Ittermann, Paul Klemm, Uli Niemann, Myra Spiliopoulou

Proceedings of the 40th Annual Conference of the European Association for Computer Graphics, 2019

2018

A framework for expert-driven subpopulation discovery and evaluation using subspace clustering for epidemiological data.

Tommy Hielscher, Uli Niemann, Bernhard Preim, Henry Völzke, Till Ittermann, Myra Spiliopoulou

Expert Syst. Appl., 2018

Predicting polarities of entity-centered documents without reading their contents.

Christian Beyer, Uli Niemann, Vishnu Unnikrishnan, Eirini Ntoutsi, Myra Spiliopoulou

Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

Transformation of Temperature Timeseries into Features that Characterize Patients with Diabetic Autonomic Nerve Disorder.

Rohith Ravindran, Uli Niemann, Silke Klose, Isabell Walter, Antao Ming, Peter R. Mertens, Myra Spiliopoulou

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters.

Uli Niemann, Philipp Berg, Annika Niemann, Oliver Beuing, Bernhard Preim, Myra Spiliopoulou, Sylvia Saalfeld

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

Building a Bayesian Network to Understand the Interplay of Variables in an Epidemiological Population-Based Study.

Paras Multani, Uli Niemann, Mario A. Cypko, Jens-Peter Kuehn, Henry Völzke, Steffen Oeltze-Jafra, Myra Spiliopoulou

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

2017

Visual Subpopulation Discovery and Validation in Cohort Study Data.

Shiva Alemzadeh, Tommy Hielscher, Uli Niemann, Lena Cibulski, Till Ittermann, Henry Völzke, Myra Spiliopoulou, Bernhard Preim

CoRR, 2017

Subpopulation Discovery and Validation in Epidemiological Data.

Shiva Alemzadeh, Tommy Hielscher, Uli Niemann, Lena Cibulski, Till Ittermann, Henry Völzke, Myra Spiliopoulou, Bernhard Preim

Proceedings of the 8th International EuroVis Workshop on Visual Analytics, 2017

Visual Analytics of Missing Data in Epidemiological Cohort Studies.

Shiva Alemzadeh, Uli Niemann, Till Ittermann, Henry Völzke, Daniel Schneider, Myra Spiliopoulou, Bernhard Preim

Proceedings of the VCBM 17: Eurographics Workshop on Visual Computing for Biology and Medicine, 2017

ICE: Interactive Classification Rule Exploration on Epidemiological Data.

Miro Schleicher, Till Ittermann, Uli Niemann, Henry Völzke, Myra Spiliopoulou

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

Combining Subgroup Discovery and Clustering to Identify Diverse Subpopulations in Cohort Study Data.

Uli Niemann, Myra Spiliopoulou, Bernhard Preim, Till Ittermann, Henry Völzke

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

Classification of DCE-MRI Data for Breast Cancer Diagnosis Combining Contrast Agent Dynamics and Texture Features.

Kai Nie, Sylvia Glaßer, Uli Niemann, Gabriel Mistelbauer, Bernhard Preim

Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

2016

3D Regression Heat Map Analysis of Population Study Data.

Paul Klemm, Kai Lawonn, Sylvia Glaßer, Uli Niemann, Katrin Hegenscheid, Henry Völzke, Bernhard Preim

IEEE Trans. Vis. Comput. Graph., 2016

Learning Pressure Patterns for Patients with Diabetic Foot Syndrome.

Uli Niemann, Myra Spiliopoulou, Fred Samland, Thorsten Szczepanski, Jens Grützner, Antao Ming, Juliane Kellersmann, Jan Malanowski, Silke Klose, Peter R. Mertens

Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016

2015

Can We Classify the Participants of a Longitudinal Epidemiological Study from Their Previous Evolution?

Uli Niemann, Tommy Hielscher, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn

Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

2014

Learning and inspecting classification rules from longitudinal epidemiological data to identify predictive features on hepatic steatosis.

Uli Niemann, Henry Völzke, Jens-Peter Kühn, Myra Spiliopoulou

Expert Syst. Appl., 2014

Interactive Medical Miner: Interactively Exploring Subpopulations in Epidemiological Datasets.

Uli Niemann, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

2013

Can we distinguish between benign and malignant breast tumors in DCE-MRI by studying a tumor's most suspect region only?

Sylvia Glaßer, Uli Niemann, Bernhard Preim, Myra Spiliopoulou

Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

Classification of Benign and Malignant DCE-MRI Breast Tumors by Analyzing the Most Suspect Region.

Sylvia Glaßer, Uli Niemann, Uta Preim, Bernhard Preim, Myra Spiliopoulou

Proceedings of the Bildverarbeitung für die Medizin 2013 - Algorithmen - Systeme, 2013