Dr. Uli Niemann
Dr.-Ing. Uli Niemann
IT Applications
Subject specialist for pedagogy
- Location: 1st floor
- Subject Databases
- Electronic Journals
- Location: 1st floor
- Subject Databases
- Electronic Journals
- Location: 1st floor
- Subject Databases
- Electronic Journals
- Location: 1st floor
- Subject Databases for Philosophy
- Electronic Journals for Philosophy
2024
Peer-reviewed journal article
Parsimonious predictors for medical decision support - minimizing the set of questionnaires used for tinnitus outcome prediction
Schleicher, Miro; Brüggemann, Petra; Böcking, Benjamin; Niemann, Uli; Mazurek, Birgit; Spiliopoulou, Myra
In: Expert systems with applications - Amsterdam [u.a.] : Elsevier Science, Bd. 239 (2024), Artikel 122336
Editorial: Artificial intelligence and mental health care
Simões, Jorge P.; ten Klooster, Peter; Neff, Patrick K.; Niemann, Uli; Kraiss, Jannis
In: Frontiers in Public Health - Lausanne : Frontiers Media, Bd. 12 (2024), insges. 3 S.
Heterogeneity in response to treatment across tinnitus phenotypes
Niemann, Uli; Boecking, Benjamin; Brueggemann, Petra; Spiliopoulou, Myra; Mazurek, Birgit
In: Scientific reports - [London] : Macmillan Publishers Limited, part of Springer Nature, Bd. 14 (2024), Artikel 2111, insges. 11 S.
2023
Peer-reviewed journal article
GUCCI - Guided Cardiac Cohort Investigation of blood flow data
Meuschke, Monique; Niemann, Uli; Behrendt, Benjamin; Gutberlet, Matthias; Preim, Bernhard; Lawonn, Kai
In: IEEE transactions on visualization and computer graphics / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 29 (2023), Heft 3, S. 1876-1892
Prognostic role of radiomics-based body composition analysis for the 1-year survival for hepatocellular carcinoma patients
Saalfeld, Sylvia; Kreher, Robert; Hille, Georg; Niemann, Uli; Hinnerichs, Mattes; Öcal, Osman; Schütte, Kerstin; Zech, Christoph Johannes; Loewe, Christian; Delden, Otto; Vandecaveye, Vincent; Verslype, Chris; Gebauer, Bernhard; Sengel, Christian; Bargellini, Irene; Iezzi, Roberto; Berg, Thomas; Klümpen, Heinz J.; Benckert, Julia; Gasbarrini, Antonio; Amthauer, Holger; Sangro, Bruno; Malfertheiner, Peter; Preim, Bernhard; Ricke, Jens; Seidensticker, Max; Pech, Maciej; Surov, Alexey
In: Journal of cachexia, sarcopenia and muscle - Hoboken, NJ : Wiley, Bd. 14 (2023), Heft 5, S. 2301-2309
The statistical analysis plan for the unification of treatments and interventions for tinnitus patients randomized clinical trial (UNITI-RCT)
Simoes, Jorge Piano; Schoisswohl, Stefan; Schlee, Winfried; Basso, Laura; Bernal-Robledano, Alberto; Boecking, Benjamin; Cima, Rilana; Denys, Sam; Engelke, Milena; Escalera-Balsera, Alba; Gallego-Martinez, Alvaro; Gallus, Silvano; Kikidis, Dimitris; López-Escámez, Jose A.; Marcrum, Steven C.; Markatos, Nikolaos; Martin-Lagos, Juan; Martinez-Martinez, Marta; Mazurek, Birgit; Vassou, Evgenia; Jarach, Carlotta Micaela; Mueller-Locatelli, Nicolas; Neff, Patrick; Niemann, Uli; Omar, Hafez Kader; Puga, Clara; Schleicher, Miro; Unnikrishnan, Vishnu; Perez-Carpena, Patricia; Pryss, Rüdiger; Robles-Bolivar, Paula; Rose, Matthias; Schecklmann, Martin; Schiele, Tabea; Schobel, Johannes; Spiliopoulou, Myra; Stark, Sabine; Vogel, Carsten; Wunder, Nina; Zachou, Zoi; Langguth, Berthold
In: Trials - London : BioMed Central, Bd. 24 (2023), Artikel 472, insges. 13 S.
A cost-based multi-layer network approach for the discovery of patient phenotypes
Puga, Clara; Niemann, Uli; Schlee, Winfried; Spiliopoulou, Myra
In: International journal of data science and analytics - Cham, Switzerland : Springer International Publishing . - 2023, insges. 21 S. [Online first]
2022
Book chapter
Data-driven prediction of athletes performance based on their social media presence
Dreyer, Frank; Greif, Jannik; Günther, Kolja; Spiliopoulou, Myra; Niemann, Uli
In: Discovery Science , 1st ed. 2022. - Cham : Springer Nature Switzerland ; Pascal, Poncelet, S. 197-211 - (Lecture notes in computer science; volume 13601) [Konferenz: 25th International Conference on Discovery Science, DS 2022, Montpellier, France, October 10-12, 2022]
Classification of cardiac cohorts based on morphological and hemodynamic features derived from 4D PC-MRI data
Niemann, Uli; Neog, Atrayee; Behrendt, Benjamin; Lawonn, Kai; Gutberlet, Matthias; Spiliopoulou, Myra; Preim, Bernhard; Meuschke, Monique
In: 2022 IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS) / IEEE International Symposium on Computer-Based Medical Systems , 2022 - Piscataway, NJ : IEEE, S. 416-421 [Symposium: 35th International Symposium on Computer-Based Medical Systems, CBMS, Shenzen, China, 21-23 July 2022]
Peer-reviewed journal article
Dimensions of tinnitus-related distress
Brueggemann, Petra; Mebus, Wilhelm; Boecking, Benjamin; Amarjargal, Nyamaa; Niemann, Uli; Spiliopoulou, Myra; Dobel, Christian; Rose, Matthias; Mazurek, Birgit
In: Brain Sciences - Basel : MDPI AG, Bd. 12 (2022), Heft 2, Artikel 275, insges. 13 S.
Juxtaposing medical centers using different questionnaires through score predictors
Puga, Clara; Schleicher, Miro; Niemann, Uli; Unnikrishnan, Vishnu; Boecking, Benjamin; Brueggemann, Petra; Simoes, Jorge; Langguth, Berthold; Schlee, Winfried; Mazurek, Birgit; Spiliopoulou, Myra
In: Frontiers in neuroscience - Lausanne : Frontiers Research Foundation, Bd. 16 (2022), Artikel 818686, insges. 12 S.
2021
Book chapter
Discovery of patient phenotypes through multi-layer network analysis on the example of tinnitus
Puga, Clara; Niemann, Uli; Unnikrishnan, Vishnu; Schleicher, Miro; Schlee, Winfried; Spiliopoulou, Myra
In: 2021 IEEE International Conference on Data Science and Advanced Analytics / IEEE DSAA , 2021 - Piscataway, NJ : IEEE, insges. 10 S. [Konferenz: IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA, Porto, Portugal, 6-9 October 2021]
Peer-reviewed journal article
Assessing the difficulty of annotating medical data in crowdworking with help of experiments
Rother, Anne; Niemann, Uli; Hielscher, Tommy; Völzke, Henry; Ittermann, Till; Spiliopoulou, Myra
In: PLOS ONE - San Francisco, California, US : PLOS, Bd. 16 (2021), Heft 7, Artikel e0254764, insges. 26 S.
Dissertation
Intelligent assistance for expert-driven subpopulation discovery in high-dimensional timestamped medical data
Niemann, Uli; Spiliopoulou, Myra; Preim, Bernhard
In: Magdeburg, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2021, ix, 185 Seiten [Literaturverzeichnis: Seite 159-182][Literaturverzeichnis: Seite 159-182]
2020
Peer-reviewed journal article
Phenotyping chronic tinnitus patients using self-report questionnaire data - cluster analysis and visual comparison
Niemann, Uli; Brueggemann, Petra; Boecking, Benjamin; Mebus, Wilhelm; Rose, Matthias; Spiliopoulou, Myra; Mazurek, Birgit
In: Scientific reports - [London] : Macmillan Publishers Limited, part of Springer Nature, Bd. 10 (2020), Artikel 16411, insges. 10 S.
Tinnitus-related distress after multimodal treatment can be characterized using a key subset of baseline variables
Niemann, Uli; Boecking, Benjamin; Brueggemann, Petra; Mebus, Wilhelm; Mazurek, Birgit; Spiliopoulou, Myra
In: PLOS ONE - San Francisco, California, US : PLOS - 15 (2020), 1, article e0228037, insgesamt 18 Seiten
Development and internal validation of a depression severity prediction model for tinnitus patients based on questionnaire responses and socio-demographics
Niemann, Uli; Brueggemann, Petra; Boecking, Benjamin; Mazurek, Birgit; Spiliopoulou, Myra
In: Scientific reports - [London] : Macmillan Publishers Limited, part of Springer Nature - Volume 10 (2020), article number 4664, 9 Seiten
Plantar temperatures in stance position - a comparative study with healthy volunteers and diabetes patients diagnosed with sensoric neuropathy
Niemann, Uli; Spiliopoulou, Myra; Malanowski, Jan; Kellersmann, Juliane; Szczepanski, Thorsten; Klose, Silke; Dedonaki, Eirini; Walter, Isabell; Ming, Antao; Mertens, Peter R.
In: EBioMedicine - Amsterdam [u.a.] : Elsevier - Volume 54.2020, article 102712, 11 Seiten
Gender-specific differences in patients with chronic tinnitus-baseline characteristics and treatment effects
Niemann, Uli; Boecking, Benjamin; Brueggemann, Petra; Mazurek, Birgit; Spiliopoulou, Myra
In: Frontiers in neuroscience - Lausanne : Frontiers Research Foundation, Bd. 14 (2020), Artikel 487, insges. 11 S.
Combining visual analytics and case-based reasoning for rupture risk assessment of intracranial aneurysms
Spitz, Lena; Niemann, Uli; Beuing, Oliver; Neyazi, Belal; Sandalcioglu, I. Erol; Preim, Bernhard; Saalfeld, Sylvia
In: International journal of computer assisted radiology and surgery - Berlin : Springer, Bd. 15 (2020), Heft 9, S. 1525-1535
2019
Book chapter
Exploiting entity information for stream classification over a stream of reviews
Beyer, Christian; Unnikrishnan, Vishnu; Niemann, Uli; Matuszyk, Pawel; Ntoutsi, Eirini; Spiliopoulou, Myra
In: Applied computing 2019 / Annual ACM Symposium on Applied Computing , 2019 - [New York, NY] : Association for Computing Machinery, Inc. (ACM), S. 564-573 [Symposium: 34th ACM/SIGAPP Symposium on Applied Computing, SAC, Limassol, Cyprus, April 08 - 12, 2019]
Peer-reviewed journal article
Entity-level stream classification - exploiting entity similarity to label the future observations referring to an entity
Unnikrishnan, Vishnu; Beyer, Christian; Matuszyk, Pawel; Niemann, Uli; Pryss, Rüdiger; Schlee, Winfried; Ntoutsi, Eirini; Spiliopoulou, Myra
In: International journal of data science and analytics - Cham, Switzerland : Springer International Publishing . - 2019 [Online first]
Visual analysis of missing values in longitudinal cohort study data
Alemzadeh, Shiva; Niemann, Uli; Ittermann, Till; Völzke, Henry; Schneider, Daniel; Spiliopoulou, Myra; Bühler, K.; Preim, Bernhard
In: Computer graphics forum - Oxford : Wiley-Blackwell, Bd. 39 (2020), Heft 1, S. 63-75
2018
Book chapter
Transformation of temperature timeseries into features that characterize patients with diabetic autonomic nerve disorder
Ravindran, Rohith; Niemann, Uli; Klose, Silke; Walter, Isabell; Ming, Antao; Mertens, Peter R.; Spiliopoulou, Myra
In: 31st IEEE International Symposium on Computer-Based Medical Systems , 2018 - Piscataway, NJ : IEEE [Symposium: 31st IEEE International Symposium on Computer-Based Medical Systems, CBMS 2018, Karlstad, Sweden, 18-21 June 2018]
Predicting polarities of entity-centered documents without reading their contents
Beyer, Christian; Niemann, Uli; Unnikrishnan, Vishnu; Ntoutsi, Eirini; Spiliopoulou, Myra
In: Proceedings of the 33rd Annual ACM Symposium on Applied Computing 2018 - New York, NY : ACM, S. 525-528 [Symposium: 33rd Annual ACM Symposium on Applied Computing, SAC '18, Pau, France, April 09 - 13, 2018]
Rupture status classification of intracranial aneurysms using morphological parameters
Niemann, Uli; Berg, Philipp; Niemann, Annika; Beuing, Oliver; Preim, Bernhard; Spiliopoulou, Myra; Saalfeld, Sylvia
In: 31st IEEE International Symposium on Computer-Based Medical Systems , 2018 - Piscataway, NJ : IEEE [Symposium: 31st IEEE International Symposium on Computer-Based Medical Systems, CBMS 2018, Karlstad, Sweden, 18-21 June 2018]
Building a Bayesian Network to understand the interplay of variables in an epidemiological population-based study
Multani, Paras; Niemann, Uli; Cypko, Mario A.; Kuehn, Jens-Peter; Völzke, Henry; Oeltze-Jafra, Steffen; Spiliopoulou, Myra
In: 31st IEEE International Symposium on Computer-Based Medical Systems , 2018 - Piscataway, NJ : IEEE [Symposium: 31st IEEE International Symposium on Computer-Based Medical Systems, CBMS 2018, Karlstad, Sweden, 18-21 June 2018]
Peer-reviewed journal article
A framework for expert-driven subpopulation discovery and evaluation using subspace clustering for epidemiological data
Hielscher, Tommy; Niemann, Uli; Preim, Bernhard; Völzke, Henry; Ittermann, Till; Spiliopoulou, Myra
In: Expert systems with applications - Amsterdam [u.a.] : Elsevier Science, Bd. 113 (2018), S. 147-160
2017
Book chapter
Visual analytics of missing data in epidemiological cohort studies
Alemzadeh, Shiva; Niemann, Uli; Ittermann, Till; Völzke, Henry; Schneider, Daniel; Spiliopoulou, Myra; Preim, Bernhard
In: VCBM 2017 - Eurographics Ass. [Workshop: Eurographics Workshop on Visual Computing for Biology and Medicine, VCBM 2017, Bremen, Germany, Bremen, Germany, September 07-08, 2017]
Patient empowerment through summarization of discussion threads on treatments in a patient self-help forum
Dandage, Sourabh; Huber, Johannes; Janki, Atin; Niemann, Uli; Pryss, Rüdiger; Reichert, Manfred; Harrison, Steve; Vessala, Markku; Schlee, Winfried; Probst, Thomas; Spiliopoulou, Myra
In: Precision medicine powered by pHealth and connected health - Singapore : Springer Nature Singapore ; Maglaveras, Nicos . - 2017, S. 16-29 - (IFMBE proceedings; 66) [Konferenz: International Conference on Biomedical and Health Informatics, ICBHI 2017, Thessaloniki, Greece, 18-21 November 2017]
Subpopulation discovery and validation in epidemiological data
Alemzadeh, Shiva; Hielscher, Tommy; Niemann, Uli; Cibulski, Lena; Ittermann, Till; Völzke, Henry; Spiliopoulou, Myra; Preim, Bernhard
In: EuroVa 2017 - Eurographics ; Sedlmaier, Michael [Workshop: EuroVis Workshop on Visual Analytics, EuroVa 2017, Barcelona, Spain, June 12 - 13, 2017]
Combining subgroup discovery and clustering to identify diverse subpopulations in cohort study data
Niemann, Uli; Spiliopoulou, Myra; Preim, Bernhard; Ittermann, Till; Völzke, Henry
In: 2017 IEEE 30th International Symposium on Computer-Based Medical Systems, CBMS 2017 / IEEE International Symposium on Computer-Based Medical Systems , 2017 - Piscataway, NJ : IEEE ; Bamidis, Panagiotis D., S. 582-587 [Symposium: IEEE 30th International Symposium on Computer-Based Medical Systems, (CBMS)Thessaloniki, Greece, 22-24 June 2017]
ICE - interactive classification rule exploration on epidemiological data
Schleicher, Miro; Ittermann, Till; Niemann, Uli; Völzke, Henry; Spiliopoulou, Myra
In: 2017 IEEE 30th International Symposium on Computer-Based Medical Systems, CBMS 2017 / IEEE International Symposium on Computer-Based Medical Systems , 2017 - Piscataway, NJ : IEEE ; Bamidis, Panagiotis D., S. 606-611 [Symposium: IEEE 30th International Symposium on Computer-Based Medical Systems, (CBMS)Thessaloniki, Greece, 22-24 June 2017]
Non-peer-reviewed journal article
Visual subpopulation discovery and validation in epidemiological data
Alemzadeh, Shiva; Hielscher, Tommy; Niemann, Uli; Cibulski, Lena; Ittermann, Till; Völzke, Henry; Spiliopoulou, Myra; Preim, Bernhard
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2017, insges. 12 S.
2016
Book chapter
Learning pressure patterns for patients with diabetic foot syndrome
Niemann, Uli; Spiliopoulou, Myra; Samland, Fred; Szczepanski, Thorsten; Grützner, Jens; Ming, Antao; Kellersmann, Juliane; Malanowski, Jan; Klose, Silke; Mertens, Peter R.
In: IEEE 29th International Symposium on Computer-Based Medical Systems / IEEE International Symposium on Computer-Based Medical Systems , 2016 - Piscataway, NJ : IEEE ; Kane, Bridget, S. 54-59 [Kongress: IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS), 20 June 2016, Dublin, Ireland und 21 - 23 June 2016, Belfast, Nothern Ireland]
Peer-reviewed journal article
Comparative clustering of plantar pressure distributions in diabetics with polyneuropathy may be applied to reveal inappropriate biomechanical stress
Niemann, Uli; Spiliopoulou, Myra; Szczepanski, Thorsten; Samland, Fred; Grützner, Jens; Senk, Dominik; Ming, Antao; Kellersmann, Juliane; Malanowski, Jan; Klose, Silke; Mertens, Peter R.
In: PLOS ONE - San Francisco, California, US : PLOS - Bd. 11 (2016), 8, Art.-Nr. e0161326, insges. 12 S.
2015
Peer-reviewed journal article
Can we classify the participants of a longitudinal epidemiological study from their previous evolution?
Niemann, Uli; Hielscher, Tommy; Spiliopoulou, Myra; Völzke, Henry; Kühn, Jens-Peter
In: 2015 IEEE 28th International Symposium on Computer-Based Medical Systems - Piscataway, NJ : IEEE ; Traina, Caetano, S. 121-126
3D regression heat map analysis of population study data
Klemm, Paul; Lawonn, Kai; Saalfeld, Sylvia; Niemann, Uli; Hegenscheid, K.; Völzke, Henry; Preim, Bernhard
In: IEEE transactions on visualization and computer graphics / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 22 (2015), Heft 1, S. 81-90
2014
Book chapter
Interactive medical miner - interactively exploring subpopulations in epidemiological datasets
Niemann, Uli; Spiliopoulou, Myra; Völzke, Henry; Kühn, Jens-Peter
In: Machine Learning and Knowledge Discovery in Databases / Calders , Toon - Berlin, Heidelberg : Springer . - 2014, S. 460-463 - (Lecture notes in computer science; 8726) Kongress: ECML PKDD 2014 Nancy, France 2014.09.15-19
Peer-reviewed journal article
Learning and inspecting classification rules from longitudinal epidemiological data to identify predictive features on hepatic steatosis
Niemann, Uli; Völzke, Henry; Kühn, Jens-Peter; Spiliopoulou, Myra
In: Expert systems with applications: an international journal - Amsterdam [u.a.]: Elsevier Science, Bd. 41 (2014), 11, S. 5405-5415
Subpopulation discovery in epidemiological data with subspace clustering
Niemann, Uli; Spiliopoulou, Myra; Völzke, Henry; Kühn, Jens-Peter
In: Foundations of computing and decision sciences - Berlin: de Gruyter Open, Bd. 39 (2014), 4, S. 271-300