Uli Niemann

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 28

Top Topics

Medical Decision Support

Breast Cancer Diagnosis

Visual Analytics

Top Venues

Expert Syst. Appl.

Publications

Vishnu Unnikrishnan, Clara Puga, Miro Schleicher, Uli Niemann, Berthold Langguth, Stefan Schoisswohl, Birgit Mazurek, Rilana Cima, Jose Antonio Lopez-Escamez, Dimitrios Kikidis, Eleftheria Vellidou, Rüdiger Pryss, Winfried Schlee, Myra Spiliopoulou
Training and Validating a Treatment Recommender with Partial Verification Evidence. CoRR (2024)
Miro Schleicher, Petra Brüggemann, Benjamin Böcking, Uli Niemann, Birgit Mazurek, Myra Spiliopoulou
Parsimonious predictors for medical decision support: Minimizing the set of questionnaires used for tinnitus outcome prediction. Expert Syst. Appl. 239 (2024)
Calida Pereira, Uli Niemann, Andreas Dominik Braun, Miriam Mengoni, Thomas Tüting, Bernhard Preim, Monique Meuschke
Visual Analytics to Support Treatment Decisions in Late-Stage Melanoma Patients. VCBM (2023)
Monique Meuschke, Uli Niemann, Benjamin Behrendt, Matthias Gutberlet, Bernhard Preim, Kai Lawonn
GUCCI - Guided Cardiac Cohort Investigation of Blood Flow Data. IEEE Trans. Vis. Comput. Graph. 29 (3) (2023)
Clara Puga, Uli Niemann, Winfried Schlee, Myra Spiliopoulou
A cost-based multi-layer network approach for the discovery of patient phenotypes. CoRR (2022)
Frank Dreyer, Jannik Greif, Kolja Günther, Myra Spiliopoulou, Uli Niemann
Data-Driven Prediction of Athletes' Performance Based on Their Social Media Presence. DS (2022)
Uli Niemann, Atrayee Neog, Benjamin Behrendt, Kai Lawonn, Matthias Gutberlet, Myra Spiliopoulou, Bernhard Preim, Monique Meuschke
Classification of cardiac cohorts based on morphological and hemodynamic features derived from 4D PC-MRI data. CBMS (2022)
Clara Puga, Uli Niemann, Vishnu Unnikrishnan, Miro Schleicher, Winfried Schlee, Myra Spiliopoulou
Discovery of Patient Phenotypes through Multi-layer Network Analysis on the Example of Tinnitus. DSAA (2021)
Lena Spitz, Uli Niemann, Oliver Beuing, Belal Neyazi, I. Erol Sandalcioglu, Bernhard Preim, Sylvia Saalfeld
Combining visual analytics and case-based reasoning for rupture risk assessment of intracranial aneurysms. Int. J. Comput. Assist. Radiol. Surg. 15 (9) (2020)
Vishnu Unnikrishnan, Christian Beyer, Pawel Matuszyk, Uli Niemann, Rüdiger Pryss, Winfried Schlee, Eirini Ntoutsi, Myra Spiliopoulou
Entity-level stream classification: exploiting entity similarity to label the future observations referring to an entity. Int. J. Data Sci. Anal. 9 (1) (2020)
Uli Niemann, Atrayee Neog, Benjamin Behrendt, Kai Lawonn, Matthias Gutberlet, Myra Spiliopoulou, Bernhard Preim, Monique Meuschke
Cardiac Cohort Classification based on Morphologic and Hemodynamic Parameters extracted from 4D PC-MRI Data. CoRR (2020)
Shiva Alemzadeh, Uli Niemann, Till Ittermann, Henry Völzke, Daniel Schneider, Myra Spiliopoulou, Katja Bühler, Bernhard Preim
Visual Analysis of Missing Values in Longitudinal Cohort Study Data. Comput. Graph. Forum 39 (1) (2020)
Christian Beyer, Vishnu Unnikrishnan, Uli Niemann, Pawel Matuszyk, Eirini Ntoutsi, Myra Spiliopoulou
Exploiting entity information for stream classification over a stream of reviews. SAC (2019)
Bernhard Preim, Shiva Alemzadeh, Till Ittermann, Paul Klemm, Uli Niemann, Myra Spiliopoulou
Visual Analytics for Epidemiology. Eurographics (Dirk Bartz Prize) (2019)
Paras Multani, Uli Niemann, Mario A. Cypko, Jens-Peter Kuehn, Henry Völzke, Steffen Oeltze-Jafra, Myra Spiliopoulou
Building a Bayesian Network to Understand the Interplay of Variables in an Epidemiological Population-Based Study. CBMS (2018)
Rohith Ravindran, Uli Niemann, Silke Klose, Isabell Walter, Antao Ming, Peter R. Mertens, Myra Spiliopoulou
Transformation of Temperature Timeseries into Features that Characterize Patients with Diabetic Autonomic Nerve Disorder. CBMS (2018)
Christian Beyer, Vishnu Unnikrishnan, Pawel Matuszyk, Uli Niemann, Rüdiger Pryss, Winfried Schlee, Eirini Ntoutsi, Myra Spiliopoulou
Entity-Level Stream Classification: Exploiting Entity Similarity to Label the Future Observations Referring to an Entity. DSAA (2018)
Uli Niemann, Philipp Berg, Annika Niemann, Oliver Beuing, Bernhard Preim, Myra Spiliopoulou, Sylvia Saalfeld
Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters. CBMS (2018)
Christian Beyer, Uli Niemann, Vishnu Unnikrishnan, Eirini Ntoutsi, Myra Spiliopoulou
Predicting polarities of entity-centered documents without reading their contents. SAC (2018)
Tommy Hielscher, Uli Niemann, Bernhard Preim, Henry Völzke, Till Ittermann, Myra Spiliopoulou
A framework for expert-driven subpopulation discovery and evaluation using subspace clustering for epidemiological data. Expert Syst. Appl. 113 (2018)
Miro Schleicher, Till Ittermann, Uli Niemann, Henry Völzke, Myra Spiliopoulou
ICE: Interactive Classification Rule Exploration on Epidemiological Data. CBMS (2017)
Kai Nie, Sylvia Glaßer, Uli Niemann, Gabriel Mistelbauer, Bernhard Preim
Classification of DCE-MRI Data for Breast Cancer Diagnosis Combining Contrast Agent Dynamics and Texture Features. Bildverarbeitung für die Medizin (2017)
Shiva Alemzadeh, Tommy Hielscher, Uli Niemann, Lena Cibulski, Till Ittermann, Henry Völzke, Myra Spiliopoulou, Bernhard Preim
Visual Subpopulation Discovery and Validation in Cohort Study Data. CoRR (2017)
Uli Niemann, Myra Spiliopoulou, Bernhard Preim, Till Ittermann, Henry Völzke
Combining Subgroup Discovery and Clustering to Identify Diverse Subpopulations in Cohort Study Data. CBMS (2017)
Shiva Alemzadeh, Tommy Hielscher, Uli Niemann, Lena Cibulski, Till Ittermann, Henry Völzke, Myra Spiliopoulou, Bernhard Preim
Subpopulation Discovery and Validation in Epidemiological Data. EuroVA@EuroVis (2017)
Shiva Alemzadeh, Uli Niemann, Till Ittermann, Henry Völzke, Daniel Schneider, Myra Spiliopoulou, Bernhard Preim
Visual Analytics of Missing Data in Epidemiological Cohort Studies. VCBM (2017)
Uli Niemann, Myra Spiliopoulou, Fred Samland, Thorsten Szczepanski, Jens Grützner, Antao Ming, Juliane Kellersmann, Jan Malanowski, Silke Klose, Peter R. Mertens
Learning Pressure Patterns for Patients with Diabetic Foot Syndrome. CBMS (2016)
Paul Klemm, Kai Lawonn, Sylvia Glaßer, Uli Niemann, Katrin Hegenscheid, Henry Völzke, Bernhard Preim
3D Regression Heat Map Analysis of Population Study Data. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Uli Niemann, Tommy Hielscher, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn
Can We Classify the Participants of a Longitudinal Epidemiological Study from Their Previous Evolution? CBMS (2015)
Uli Niemann, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn
Interactive Medical Miner: Interactively Exploring Subpopulations in Epidemiological Datasets. ECML/PKDD (3) (2014)
Uli Niemann, Henry Völzke, Jens-Peter Kühn, Myra Spiliopoulou
Learning and inspecting classification rules from longitudinal epidemiological data to identify predictive features on hepatic steatosis. Expert Syst. Appl. 41 (11) (2014)
Sylvia Glaßer, Uli Niemann, Uta Preim, Bernhard Preim, Myra Spiliopoulou
Classification of Benign and Malignant DCE-MRI Breast Tumors by Analyzing the Most Suspect Region. Bildverarbeitung für die Medizin (2013)
Sylvia Glaßer, Uli Niemann, Bernhard Preim, Myra Spiliopoulou
Can we distinguish between benign and malignant breast tumors in DCE-MRI by studying a tumor's most suspect region only? CBMS (2013)