Andere Veröffentlichungen
2025
Begutachteter Zeitschriftenartikel
A generic taxonomy for steganography methods
Wendzel, Steffen; Caviglione, Luca; Mazurczyk, Wojciech; Mileva, Aleksandra; Dittmann, Jana; Krätzer, Christian; Lamshöft, Kevin; Vielhauer, Claus; Hartmann, Laura; Keller, Jörg; Neubert, Tom; Zillien, Sebastian
In: ACM computing surveys / Association for Computing Machinery - New York, NY : Association for Computing Machinery . - 2025, insges. 35 S.
2024
Begutachteter Zeitschriftenartikel
Training and validating a treatment recommender with partial verification evidence
Unnikrishnan, Vishun; Puga, Clara; Schleicher, Miro; Niemann, Uli; Langguth, Berthold; Schoisswohl, Stefan; Mazurek, Birgit; Cima, Rilana; Lopez-Escamez, Jose Antonio; Kikidis, Dimitris; Vellidou, Eleftheria; Pryss, Ruediger; Schlee, Winfried; Spiliopoulou, Myra
In: Artificial intelligence in medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 160 (2025), Artikel 103062, insges. 13 S.
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
VesselBoost - a python toolbox for small blood vessel segmentation in human magnetic resonance angiography data
Xu, Marshall; Ribeiro, Fernanda L.; Barth, Markus; Bernier, Michaël; Bollmann, Steffen; Chatterjee, Soumick; Cognolato, Francesco; Gulban, Omer F.; Itkyal, Vaibhavi; Liu, Siyu; Mattern, Hendrik; Polimeni, Jonathan R.; Shaw, Thomas B.; Speck, Oliver; Bollmann, Saskia
In: Aperture Neuro - Organization for Human Brain Mapping . - 2024, Heft 4, insges. 13 S.
Joining of data-driven forensics and multimedia forensics - practical application on DeepFake image and video data
Siegel, Dennis; Krätzer, Christian; Seidlitz, Stefan; Dittmann, Jana
In: International journal on advances in security - [Comar]: IARIA Journals : [Verlag nicht ermittelbar], Bd. 17 (2024), Heft 1/2, S. 29-43
Deformable 3D/3D CT-to-digital-tomosynthesis image registration in image-guided bronchoscopy interventions
Saad, Fatima; Frysch, Robert; Saalfeld, Sylvia; Kellnberger, Stephan; Schulz, Jessica; Fahrig, Rebecca; Bhadra, Krish; Nürnberger, Andreas; Rose, Georg
In: Computers in biology and medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 171 (2024), Artikel 108199, insges. 13 S.
Filtering useful app reviews using Naïve Bayes - Which Naïve Bayes?
Ataei, Pouya; Regula, Sri; Staegemann, Daniel; Malgaonkar, Saurabh
In: AI - Basel : MDPI, Bd. 5 (2024), Heft 4, S. 2237-2259
Explaining the business-technological age of legacy information systems
Rosenkranz, Sebastian; Staegemann, Daniel; Volk, Matthias; Turowski, Klaus
In: IEEE access / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 12 (2024), S. 84579-84611
Deep Reinforcement Learning for Solving Allocation Problems in Supply Chain: An Image-Based Observation Space
Nahhas, Abdulrahman; Kharitonov, Andrey; Turowski, Klaus
In: Procedia computer science - Amsterdam [u.a.] : Elsevier, Bd. 232 (2024), insges. 10 S.
Towards hybrid-cloud infrastructure composition for SAP systems landscapes in smart manufacturing
Kharitonov, Andrey; Nahhas, Abdulrahman; Müller, Hendrik; Turowski, Klaus
In: Procedia computer science - Amsterdam [u.a.] : Elsevier, Bd. 232 (2024), S. 2376-2385
Clustering graph data: the roadmap to spectral techniques
Mondal, Rahul; Ignatova, Evelina; Walke, Daniel; Broneske, David; Saake, Gunter; Heyer, Robert
In: Discover artificial intelligence - [Cham] : Springer International Publishing, Bd. 4 (2024), Heft 1, insges. 22 S.
Hyper-parameter Optimization in the context of Smart Manufacturing: a Systematic Literature Review
Chernigovskaya, Maria; Nahhas, Abdulrahman; Kharitonov, Andrey; Turowski, Klaus
In: Procedia computer science - Amsterdam [u.a.] : Elsevier, Bd. 232 (2024), S. 804-812
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.
Media forensic considerations of the usage of artificial intelligence using the example of DeepFake detection
Siegel, Dennis; Krätzer, Christian; Seidlitz, Stefan; Dittmann, Jana
In: Journal of imaging - Basel : MDPI, Bd. 10 (2024), Heft 2, Artikel 46, insges. 19 S.
Generating feature models with UVL's full expressiveness
Sundermann, Chico; Heß, Tobias; Sundermann, Rahel; Kuiter, Elias; Krieter, Sebastian; Thüm, Thomas
In: Proceedings of the 28th ACM International Systems and Software Product Line Conference - [Erscheinungsort nicht ermittelbar] : Association for Computing Machinery ; Cordy, Maxime . - 2024, S. 61-65 [Konferenz: 28th ACM International Systems and Software Product Line Conference, SPLC'24, Dommeldange, Luxembourg, September 2 - 6, 2024]
A case study on the development of the German Corona-Warn-App
Enaya, Mohamad Fawaz; Klingbeil, Thomas; Krüger, Jacob; Broneske, David; Feinbube, Frank; Saake, Gunter
In: The journal of systems and software - Amsterdam [u.a.] : Elsevier, Bd. 213 (2024), Artikel 112020, insges. 13 S.
Exploiting shared sub-expression and materialized view reuse for multi-query optimization
Gurumurthy, Bala; Bidarkar, Vasudev Raghavendra; Broneske, David; Pionteck, Thilo; Saake, Gunter
In: Information systems frontiers - Dordrecht [u.a.] : Springer Science + Business Media B.V . - 2024, insges. 16 S. [Online first]
An evolutionary algorithm with heuristic operator for detecting protein complexes in protein interaction networks with negative controls
Abbas, Mustafa N.; Attea, Bara’a A.; Broneske, David; Saake, Gunter
In: IEEE access / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 12 (2024), S. 28873-28897
The application of data science at original equipment manufacturers - a literature review
Haertel, Christian; Donat, Vincent; Staegemann, Daniel; Daase, Christian; Finkendei, Marco; Turowski, Klaus
In: IEEE access / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 12 (2024), S. 114584-114600
On the benefits of knowledge compilation for feature-model analyses
Sundermann, Chico; Kuiter, Elias; Heß, Tobias; Raab, Heiko; Krieter, Sebastian; Thüm, Thomas
In: Annals of mathematics and artificial intelligence - Dordrecht [u.a.] : Springer Science + Business Media B.V, Bd. 92 (2024), Heft 5, insges. 38 S.
Beyond Nyquist - a comparative analysis of 3D deep learning models enhancing MRI resolution
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Ashoka, Anitha Bhat Talagini; Vasudeva, Mayura Gurjar Cheepinahalli; Saravanan, Shudarsan; Sambandham, Venkatesh Thirugnana; Tummala, Pavan; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: Journal of imaging - Basel : MDPI, Bd. 10 (2024), Heft 9, Artikel 207, insges. 34 S.
Exploring the predictive factors of heart disease using rare association rule mining
Darrab, Sadeq; Broneske, David; Saake, Gunter
In: Scientific reports - [London] : Springer Nature, Bd. 14 (2024), Artikel 18178, insges. 26 S.
DDoS-UNet - incorporating temporal information using dynamic dual-channel UNet for enhancing super-resolution of dynamic MRI
Chatterjee, Soumick; Sarasaen, Chompunuch; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: IEEE access / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 12 (2024), S. 99122-99136
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.
Identifying older adults at risk for dementia based on smartphone data obtained during a 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: PLOS digital health - San Francisco, CA : PLoS, Bd. 3 (2024), Heft 10, Artikel e0000613, insges. 29 S.
2023
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]
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
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
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.
Aufsatz
Supporting the Exploration and Analysis of Public Participation Process Data with Rankings and Clusterings
Schütz, Lars; Bade, Korinna; Nürnberger, Andreas
In: NWK 2023 - Tagungsband zur 23. Nachwuchswissenschaftler*innenkonferenz , 2023 - Wernigerode : Hochsch. Harz ; Stolzenburg, Frieder, S. 317-324, 1 Online-Ressource (7 Seiten)
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
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
Privacy-friendly datasets of synthetic fingerprints for evaluation of biometric algorithms
Makrushin, Andrey; Mannam, Venkata; Dittmann, Jana
In: Applied Sciences - Basel : MDPI, Bd. 13 (2023), Heft 18, Artikel 10000, insges. 25 S.
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.
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.
On the integration of Google cloud and SAP HANA for adaptive supply chain in retailing
Nahhas, Abdulrahman; Haertel, Christian; Daase, Christian; Volk, Matthias; Ramesohl, Achim; Steigerwald, Heiko; Zeier, Alexander; Turowski, Klaus
In: Procedia computer science - Amsterdam [u.a.] : Elsevier, Bd. 217 (2023), S. 1857-1866
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.
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.
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
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
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; Fissler, Patrick; Piedra Walter, Mario della; Kolassa, Iris-Tatjana; Bender, Andreas
In: Frontiers in computational neuroscience - Lausanne : Frontiers Research Foundation, Bd. 17 (2023), S. 1-18, Artikel 1142948
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
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
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
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.
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]
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.
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
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
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.
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
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.
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
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
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
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.
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
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
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
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)