Dr. Uli Niemann

Dr.-Ing. Uli Niemann

Abteilung IT-Anwendungen
Fachreferent für Politikwissenschaft, Soziologie und Pädagogik
Universitätsplatz 2, 39106 Magdeburg, G30-017
Politikwissenschaft
Soziologie
Erziehungswissenschaft
Berufs- und Betriebspädagogik
Curriculum Vitae

seit 01/2023
Fachreferent für Politikwissenschaft, Soziologie und Pädagogik
Abteilung IT-Anwendungen, Universitätsbibliothek
Otto-von-Guericke-Universität Magdeburg, Deutschland

06/2014 - 12/2022
Wissenschaftlicher Mitarbeiter und Doktorand am Knowledge Management & Discovery Lab der Fakultät für Informatik
Promotion zum Doktoringenieur, Thema: "Intelligent assistance for expert-driven subpopulation discovery in high-dimensional timestamped medical data", Auszeichnung für die beste Dissertation der Fakultät für Informatik im Jahr 2021
Otto-von-Guericke-Universität Magdeburg, Deutschland

10/2008 - 05/2014
Studium der Wirtschaftsinformatik
Otto-von-Guericke-Universität Magdeburg, Deutschland

Publikationen

2024

Begutachteter Zeitschriftenartikel

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.

Begutachteter Zeitschriftenartikel

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

2023

Begutachteter Zeitschriftenartikel

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]

Begutachteter Zeitschriftenartikel

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

Begutachteter Zeitschriftenartikel

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

Begutachteter Zeitschriftenartikel

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.

2022

Buchbeitrag

Data-driven prediction of athletes performance based on their social media presence

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

In: Konferenz: 25th International Conference on Discovery Science, DS 2022, Montpellier, France, October 10-12, 2022, Discovery Science - Cham: Springer Nature Switzerland; Pascal, Poncelet . - 2022, S. 197-211 - (Lecture notes in computer science; volume 13601)

Buchbeitrag

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: Symposium: 35th International Symposium on Computer-Based Medical Systems, CBMS, Shenzen, China, 21-23 July 2022, 2022 IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS) - Piscataway, NJ: IEEE . - 2022, S. 416-421

Begutachteter Zeitschriftenartikel

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), 2, insges. 13 S.

Begutachteter Zeitschriftenartikel

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

Buchbeitrag

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 - Piscataway, NJ: IEEE . - 2021, insges. 10 S.

Begutachteter Zeitschriftenartikel

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]

2020

Begutachteter Zeitschriftenartikel

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 Rene

In: EBioMedicine - Amsterdam [u.a.]: Elsevier, 2014, Volume 54.2020, article 102712, 11 Seiten

Begutachteter Zeitschriftenartikel

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

Begutachteter Zeitschriftenartikel

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), insges. 10 S.

Begutachteter Zeitschriftenartikel

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, 2006, Bd. 15 (2020), 9, S. 1525-1535

Begutachteter Zeitschriftenartikel

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), insges. 11 S.

Begutachteter Zeitschriftenartikel

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

2019

Buchbeitrag

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: the 34th Annual ACM Symposium on Applied Computing : Limassol, Cyprus, April 8-12, 2019/ Annual ACM Symposium on Applied Computing - [New York, NY]: Association for Computing Machinery, Inc. (ACM) . - 2019, S. 564-573

Begutachteter Zeitschriftenartikel

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

Begutachteter Zeitschriftenartikel

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

Buchbeitrag

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: CBMS 2018 : 18-21 June 2018, Karlstad, Sweden : proceedings/ IEEE International Symposium on Computer-Based Medical Systems - Piscataway, NJ: IEEE . - 2018

Buchbeitrag

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: CBMS 2018 : 18-21 June 2018, Karlstad, Sweden : proceedings/ IEEE International Symposium on Computer-Based Medical Systems - Piscataway, NJ: IEEE . - 2018

Buchbeitrag

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 Rene; Spiliopoulou, Myra

In: 31st IEEE International Symposium on Computer-Based Medical Systems: CBMS 2018 : 18-21 June 2018, Karlstad, Sweden : proceedings/ IEEE International Symposium on Computer-Based Medical Systems - Piscataway, NJ: IEEE . - 2018

Buchbeitrag

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 . - 2018, S. 525-528

Begutachteter Zeitschriftenartikel

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: an international journal - Amsterdam [u.a.]: Elsevier Science, Bd. 113 (2018), S. 147-160

2017

Buchbeitrag

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: Thessaloniki, Greece, 22-24 June 2017 : proceedings/ IEEE International Symposium on Computer-Based Medical Systems - Piscataway, NJ: IEEE; Bamidis, Panagiotis D. . - 2017, S. 582-587

Buchbeitrag

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: ICBHI 2017, Thessaloniki, Greece, 18-21 November 2017 - Singapore: Springer Nature Singapore; Maglaveras, Nicos . - 2017, S. 16-29 - (IFMBE proceedings; 66)

Buchbeitrag

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 Workshop on Visual Computing for Biology and Medicine - Eurographics Ass. . - 2017

Buchbeitrag

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: Thessaloniki, Greece, 22-24 June 2017 : proceedings/ IEEE International Symposium on Computer-Based Medical Systems - Piscataway, NJ: IEEE; Bamidis, Panagiotis D. . - 2017, S. 606-611

Buchbeitrag

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: EuroVis Workshop on Visual Analytics, Barcelona, Spain, June 12 - 13, 2017 - Eurographics; Sedlmaier, Michael . - 2017

Nicht begutachteter Zeitschriftenartikel

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

Buchbeitrag

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 Rene

In: IEEE 29th International Symposium on Computer-Based Medical Systems: 20 June 2016, Dublin, Ireland : 21-23 June 2016, Belfast, Nothern Ireland : proceedings / IEEE International Symposium on Computer-Based Medical Systems - Piscataway, NJ: IEEE; Kane, Bridget . - 2016, S. 54-59

Begutachteter Zeitschriftenartikel

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 Rene

In: PLOS ONE - San Francisco, California, US: PLOS, 2006, Bd. 11 (2016), 8, Art.-Nr. e0161326, insges. 12 S.

2015

Begutachteter Zeitschriftenartikel

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: TVCG/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE, Bd. 22 (2015), 1, S. 81-90

Begutachteter Zeitschriftenartikel

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: 22 - 25 June 2015, São Carlos and Ribeirão Preto, Brazil - Piscataway, NJ: IEEE; Traina, Caetano . - 2015, S. 121-126

2014

Buchbeitrag

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

Begutachteter Zeitschriftenartikel

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

Begutachteter Zeitschriftenartikel

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

Letzte Änderung: 03.02.2023 - Ansprechpartner: Webmaster