Andere Veröffentlichungen
2024
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
Begutachteter Zeitschriftenartikel
Exploration of interpretability techniques for deep COVID-19 classification using chest X-ray images
Chatterjee, Soumick; Saad, Fatima; Sarasaen, Chompunuch; Ghosh, Suhita; Krug, Valerie; Khatun, Rupali; Mishra, Rahul; Desai, Nirja; Radeva, Petia; Rose, Georg; Stober, Sebastian; Speck, Oliver; Nürnberger, Andreas
In: Journal of imaging - Basel : MDPI, Bd. 10 (2024), Heft 2, Artikel 45, insges. 22 S.
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
Deformable 3D/3D CT-to-digital-tomosynthesis image registration in image-guided bronchoscopy interventions
Saad, Fatima; Frysch, Robert; Saalfeld, Sylvia; Kellnberger, Stephan; Schulz, Jens-Uwe; Fahrig, Rebecca; Bhadra, Krish; Nürnberger, Andreas; Rose, Georg
In: Computers in biology and medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 171 (2024), insges. 13 S.
2023
Abstract
Predicting the chance for being at-risk of AD based on smartphone data obtained during an everyday wayfinding task in the real world
Marquardt, Jonas; Mohan, Priyanka; Spiliopoulou, Myra; Glanz, Wenzel; Butryn, Michaela; Kühn, Esther; Schreiber, Stefanie; Maass, Anne; Diersch, Nadine
In: Alzheimer's and dementia - Hoboken, NJ : Wiley, Bd. 19 (2023), Heft Suppl. 18, Artikel e072058, insges. 4 S.
Abstract
Complex-valued fourier primal-dual - undersampled MRI reconstruction in hybrid-space
Chatterjee, Soumick; Ernst, Philipp; Speck, Oliver; Nürnberger, Andreas
In: ISMRM & ISMRT Annual Meeting & Exhibition - Concord, CA : International Society for Magnetic Resonance in Medicine . - 2023, Artikel 4955
Abstract
Exploiting the inter-rater disagreement to improve probabilistic segmentation
Chatterjee, Soumick; Gaidzik, Franziska; Sciarra, Alessendro; Mattern, Hendrik; Gabor, Janiga; Speck, Oliver; Nürnberger, Andreas; Pathiraja, Sahani
In: ISMRM & ISMRT Annual Meeting & Exhibition - Concord, CA : International Society for Magnetic Resonance in Medicine . - 2023, Artikel 0810
Abstract
Enhancing vessel continuity in deep learning based segmentation using maximum intensity projection as loss
Chatterjee, Soumick; Varma Chintalapati, Karthikesh; Radhakrishna, Chethan; Ram Kumar, Sri Chandana Hudukula; Sutrave, Raviteja; Mattern, Hendrik; Speck, Oliver; Nürnberger, Andreas
In: ISMRM & ISMRT Annual Meeting & Exhibition - Concord, CA : International Society for Magnetic Resonance in Medicine . - 2023, Artikel 3769 [Meeting: ISMRM & ISMRT Annual Meeting & Exhibition, Toronto, 03-08 June 2023]
Aufsatz
Evaluating Prototypes and Criticisms for Explaining Clustered Contributions in Digital Public Participation Processes
Schütz, Lars; Bade, Korinna; Nürnberger, Andreas
In: Deep Learning Theory and Applications , 1st ed. 2023. - Cham : Springer Nature Switzerland ; Conte, Donatello, S. 434-455
Begutachteter Zeitschriftenartikel
Synthetische Daten in der Biometrie - sind echte biometrische Datensätze ersetzbar durch synthetische?
Makrushin, Andrey; Dittmann, Jana
In: Datenschutz und Datensicherheit - Wiesbaden: Springer Gabler, Bd. 47 (2023), 1, S. 22-26
Begutachteter Zeitschriftenartikel
Defending informational sovereignty by detecting deepfakes? - opportunities and risks of an AI-based detector for deepfakes-based disinformation and illegal activities
Tahraoui, Milan; Krätzer, Christian; Dittmann, Jana; Aden, Hartmut
In: Weizenbaum journal of the digital society - Berlin : Weizenbaum Institute for the Networked Society - the German Internet Institute, Bd. 3 (2023), Heft 2, insges. 29 S.
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
Morpheme-based neural machine translation models for low-resource fusion languages
Gezmu, Andargachew Mekonnen; Nürnberger, Andreas
In: ACM transactions on Asian and low-resource language information processing / Association for Computing Machinery - New York, NY : ACM, Bd. 22 (2023), Heft 9, Artikel 231, insges. 13 S.
Begutachteter Zeitschriftenartikel
Sinogram upsampling using Primal-Dual UNet for undersampled CT and radial MRI reconstruction
Ernst, Philipp; Chatterjee, Soumick; Rose, Georg; Speck, Oliver; Nürnberger, Andreas
In: Neural networks - Amsterdam : Elsevier, Bd. 166 (2023), S. 704-721
Begutachteter Zeitschriftenartikel
Stability of mental motor-imagery classification in EEG depends on the choice of classifier model and experiment design, but not on signal preprocessing
Rosenfelder, Martin Justinus; Spiliopoulou, Myra; Hoppenstedt, Burkhard; Pryss, Rüdiger Christoph; Fissler, Patrick; Piedra Walter, Mario; Kolassa, Iris-Tatjana; Bender, Andreas
In: Frontiers in computational neuroscience - Lausanne : Frontiers Research Foundation, Bd. 17 (2023), S. 1-18, Artikel 1142948
Begutachteter Zeitschriftenartikel
Decision tree learning in Neo4j on homogeneous and unconnected graph nodes from biological and clinical datasets
Mondal, Rahul; Do, Minh Dung; Ahmed, Nasim Uddin; Walke, Daniel; Micheel, Daniel; Bronske, David; Saake, Gunter; Heyer, Robert
In: BMC medical informatics and decision making - London : BioMed Central, Bd. 22 (2023), Heft S6, Artikel 347, insges. 12 S.
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.
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
Novel insights on atomic synchronization for sort-based group-by on GPUs
Gurumurthy, Bala; Broneske, David; Schäler, Martin; Pionteck, Thilo; Saake, Gunter
In: Distributed and parallel databases - New York, NY [u.a.] : Consultants Bureau . - 2023, insges. 23 S.
Begutachteter Zeitschriftenartikel
The importance of graph databases and graph learning for clinical applications
Walke, Daniel; Micheel, Daniel; Schallert, Kay; Muth, Thilo; Broneske, David; Saake, Gunter; Heyer, Robert
In: Database - Oxford : Oxford University Press, Bd. 2023 (2023), Artikel baad045, insges. 20 S.
Begutachteter Zeitschriftenartikel
Prediction meets time series with gaps - user clusters with specific usage behavior patterns
Schleicher, Miro; Unnikrishnan, Vishnu; Pryss, Rüdiger; Schobel, Johannes; Schlee, Winfried; Spiliopoulou, Myra
In: Artificial intelligence in medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 142 (2023), Artikel 102575
Begutachteter Zeitschriftenartikel
Following the digital thread - a cloud-based observation
Daase, Christian; Haertel, Christian; Nahhas, Abdulrahman; Volk, Matthias; Steigerwald, Heiko; Ramesohl, Achim; Schneider, Bernd; Zeier, Alexander; Turowski, Klaus
In: Procedia computer science - Amsterdam [u.a.] : Elsevier, Bd. 217 (2023), S. 1867-1876
Begutachteter Zeitschriftenartikel
Editorial: Smart mobile data collection in the context of neuroscience, volume II
Pryss, Rüdiger; Schlee, Winfried; Reichert, Manfred; Probst, Thomas; Langguth, Berthold; Spiliopoulou, Myra
In: Frontiers in neuroscience - Lausanne : Frontiers Research Foundation, Bd. 17 (2023), insges. 3 S.
Begutachteter Zeitschriftenartikel
Pros and cons of comparing and combining hand-crafted and neural network based DeepFake detection based on eye blinking behavior
Siegel, Dennis; Seidlitz, Stefan; Krätzer, Christian; Dittmann, Jana
In: Electronic imaging - Springfield, VA : Society for Imaging Sciences and Technology, Bd. 35 (2023), S. 378-1-378-6, Artikel MWSF-378
Begutachteter Zeitschriftenartikel
Human-in-control and quality assurance aspects for a benchmarking framework for DeepFake detection models
Krätzer, Christian; Siegel, Dennis; Seidlitz, Stefan; Dittmann, Jana
In: Electronic imaging - Springfield, VA : Society for Imaging Sciences and Technology, Bd. 35 (2023), S. 379-1-379-6, Artikel MWSF-379
Begutachteter Zeitschriftenartikel
Out-of-the-box library support for DBMS operations on GPUs
Subramanian, Harish Kumar Harihara; Gurumurthy, Balasubramanian; Durand, Gabriel Campero; Broneske, David; Saake, Gunter
In: Distributed and parallel databases - New York, NY [u.a.] : Consultants Bureau, Bd. 41 (2023), Heft 3, S. 489-509
Begutachteter Zeitschriftenartikel
Privacy-friendly datasets of synthetic fingerprints for evaluation of biometric algorithms
Makrushin, Andrey; Mannam, Venkata Srinath; Dittmann, Jana
In: Applied Sciences - Basel : MDPI, Bd. 13 (2023), Heft 18, Artikel 10000, insges. 25 S.
Begutachteter Zeitschriftenartikel
A survey on synthetic biometrics
Makrushin, Andrey; Uhl, Andreas; Dittmann, Jana
In: IEEE access / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 11 (2023), S. 33887 - 33899
Begutachteter Zeitschriftenartikel
MICDIR - multi-scale inverse-consistent deformable image registration using UNetMSS with self-constructing graph latent
Chatterjee, Soumick; Bajaj, Himanshi; Siddiquee, Istiyak H.; Subbarayappa, Nandish Bandi; Simon, Steve; Shashidhar, Suraj Bangalore; Speck, Oliver; Nürnberger, Andreas
In: Computerized medical imaging and graphics - Amsterdam [u.a.] : Elsevier Science, Bd. 108 (2023), Artikel 102267
Begutachteter Zeitschriftenartikel
Application of microservices patterns to big data systems
Ataei, Pouya; Staegemann, Daniel
In: Journal of Big Data - Berlin : SpringerOpen, Bd. 10 (2023), Artikel 56, insges. 49 S.
Begutachteter Zeitschriftenartikel
Creation of a framework and a corresponding tool enabling the test-driven development of microservices
Daase, Christian; Staegemann, Daniel; Volk, Matthias; Turowski, Klaus
In: Journal of software - Oulu : Academy Publisher, Bd. 18 (2023), Heft 1, S. 55-69
Begutachteter Zeitschriftenartikel
Leveraging educational blogging to assess the impact of collaboration on knowledge creation
Obionwu, Victor; Broneske, David; Saake, Gunter
In: International Journal of Information and Education Technology - Singapore : IACSIT Press, Bd. 13 (2023), Heft 5, S. 785-791
Begutachteter Zeitschriftenartikel
Reliability estimation and optimization of a smart meter architecture using a Monte Carlo simulation
Altenburg, Tobias; Staegemann, Daniel; Volk, Matthias; Turowski, Klaus
In: SN Computer Science - Singapore : Springer Singapore, Bd. 4 (2023), Heft 5, Artikel 438, insges. 12 S.
Begutachteter Zeitschriftenartikel
Editorial Special Section on Featured Research From the 2nd International Conference on Human-Machine Systems
Kaber, David B.; Nürnberger, Andreas; Fortino, Giancarlo; Mendonça, David
In: IEEE transactions on human-machine systems / Institute of Electrical and Electronics Engineers - [New York, NY] : IEEE, Bd. 53 (2023), Heft 4, S. 653-656
Begutachteter Zeitschriftenartikel
Global brain network modularity dynamics after local optic nerve damage following noninvasive brain stimulation - an EEG-tracking study
Wu, Zheng; Xu, Jiahua; Nürnberger, Andreas; Sabel, Bernhard A.
In: Cerebral cortex - Oxford : Oxford Univ. Press, Bd. 33 (2023), Heft 8, S. 4729-4739
Begutachteter Zeitschriftenartikel
Liver segmentation using turbolift learning for CT and cone-beam C-arm perfusion imaging
Haseljić, Hana; Chatterjee, Soumick; Frysch, Robert; Kulvait, Vjtěch; Semshchikov, Vladimir; Hensen, Bennet; Wacker, Frank; Brüsch, Inga; Werncke, Thomas; Speck, Oliver; Nürnberger, Andreas; Rose, Georg
In: Computers in biology and medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 154 (2023), Artikel 106539
Monografie
Information search behavior profiles - analysis of search activities & behavior driven ranking
Schwerdt, Johannes; Nürnberger, Andreas
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2023, 1 Online-Ressource (xv, 212 Seiten, 4,85 MB)
2022
Abstract
Toward a lifecycle for data science - a literature review of data science process models
Haertel, Christian; Pohl, Matthias; Nahhas, Abdulrahman; Staegemann, Daniel; Turowski, Klaus
In: PACIS 2022 proceedings - Elsevier, 2022 . - 2022
Abstract
Improvement of magnetic resonance (MR) imaging-based temperature-controlled hyperthermia by reconstructing highly undersampled MR acquisition
Khatun, Rupali; Chatterjee, Soumick; Hader, Michael; Schmidt, Manfred; Bert, Christoph; Wadepohl, M.; Fietkau, Rainer; Ott, Oliver; Nürnberger, Andreas; Gaipl, Udo; Frey, Benjamin
In: 34th Annual Meeting European Society for Hyperthermic Oncology - ESHO, 2022 . - 2022, S. 73-74
Abstract
Deep learning of brain spacetime to predict outcome of vision restoration therapy using non-invasive brain stimulation
Wu, Zheng; Nürnberger, Andreas; Sabel, Bernhard A.
In: FENS Forum - FENS, 2022 . - 2022
Abstract
Analysis of exhausted T cells, systemically enhanced cytokine levels ex vivo and machine learning facilitated search for ageing-related biomarkers
Beyer, Christian; Jamaludeen, Noor; Vogel, Katrin; Pierau, Mandy; Lingel, Holger; Meltendorf, Stefan; Spiliopoulou, Myra; Brunner-Weinzierl, Monika
In: Das Gesundheitswesen - Stuttgart [u.a.] : Thieme, Bd. 84 (2022), Heft 8/9, S. 846
Anderes Material
Avoiding obsolescence taking usability into account - the augmented reality glasses example
Arndt, Hans-Knud; Feuersenger, Hannes; Klaiber, Nico
In: Kongress: 35th EnviroInfo 2021, Berlin, Germany, 27.-29. September 2021, Environmental Informatics - a bogeyman or saviour to achieve the UN Sustainable Development Goals? : adjunct Proceedings of the 35th edition of the EnviroInfo the long standing and established international and interdisciplinary conference series on leading environmental information and communication technologies : Berlin, Germany, September 27-29, 2021 - Düren: Shaker Verlag GmbH . - 2021, S. 13-21
Anderes Material
Environmental Informatics - a bogeyman or saviour to achieve the UN Sustainable Development Goals? : adjunct Proceedings of the 35th edition of the EnviroInfo the long standing and established international and interdisciplinary conference series on leading environmental information and communication technologies : Berlin, Germany, September 27-29, 2021
Wohlgemuth, Volker; Naumann, Stefan; Arndt, Hans-Knud; Behrens, Grit
In: Düren: Shaker Verlag GmbH, 2021, 1 Online-Ressource
Anderes Material
Entwicklung eines Konzepts zur Managementbewertung nach DIN EN ISO 9001
Liedtke, Patrick; Feuersenger, Hannes; Arndt, Hans-Knud
In: HMD - Wiesbaden: Springer Fachmedien . - 2021, insges. 14 S.
Artikel in Zeitschrift
Discovering biomarkers for non-alcoholic steatohepatitis patients with and without hepatocellular carcinoma using fecal metaproteomics
Sydor, Svenja; Dandyk, Christian; Schwerdt, Johannes; Manka, Paul; Benndorf, Dirk; Lehmann, Theresa; Schallert, Kay; Wolf, Maximilian; Reichl, Udo; Canbay, Ali E.; Bechmann, Lars P.; Heyer, Robert
In: International journal of molecular sciences - Basel : Molecular Diversity Preservation International, Bd. 23 (2022), Heft 16, Artikel 8841, insges. 14 S.
Begutachteter Zeitschriftenartikel
A literature review on the challenges of applying test-driven development in software engineering
Staegemann, Daniel; Volk, Matthias; Perera, Maneendra; Haertel, Christian; Pohl, Matthias; Daase, Christian; Turowski, Klaus
In: Complex systems informatics and modeling quarterly - Riga : Techn. Univ., Bd. 31 (2022), S. 18-28
Begutachteter Zeitschriftenartikel
Discriminating free hand movements using support vector machine and recurrent neural network algorithms
Reichert, Christoph; Klemm, Lisa; Mushunuri, Raghava Vinaykanth; Kalyani, Avinash; Schreiber, Stefanie; Kühn, Esther; Azañón, Elena
In: Sensors - Basel: MDPI, 2001, Bd. 22 (2022), 16, insges. 12 S.
Begutachteter Zeitschriftenartikel
XAI4EEG - spectral and spatio-temporal explanation of deep learning-based seizure detection in EEG time series
Raab, Dominik; Theissler, Andreas; Spiliopoulou, Myra
In: Neural computing & applications - London: Springer . - 2022, insges. 18 S.
Begutachteter Zeitschriftenartikel
Get it running - a sovereign Open Source and server environment in hard- and software as a basic setup to enhance IT security, privacy and sustainability
Kiltz, Stefan; Altschaffel, Robert; Dittmann, Jana
In: Proceedings of the SAP Academic Community Conference 2022 DACH - Garching bei München: SAP University Competence Center; Mathis, Uta . - 2022, S. 135-146
Begutachteter Zeitschriftenartikel
Transferability of a battery cell end-of-life prediction model using survival analysis
Santhira Sekeran, Maya; Živadinović, Milan; Spiliopoulou, Myra
In: Energies - Basel: MDPI, Bd. 15 (2022), 8, insges. 16 S.