UNIVERSITY LIBRARY

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

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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.

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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.

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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

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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

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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.

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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]

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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]

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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]

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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.

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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.

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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]

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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.

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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]

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.

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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

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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

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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

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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.

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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

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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]

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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]

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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

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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]

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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]

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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]

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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]

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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

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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]

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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]

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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]

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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]

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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]

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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.

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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]

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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.

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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

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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

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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

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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

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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

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