FAKULTÄT FÜR

INFORMATIK

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 - Wernigerode : Hochsch. Harz , 2023 ; Stolzenburg, Frieder, S. 317-324, 1 Online-Ressource (7 Seiten)

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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

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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

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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

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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; Kolassa, Iris-Tatjana; Bender, Andreas

In: Frontiers in computational neuroscience - Lausanne : Frontiers Research Foundation, Bd. 17 (2023), Artikel 1142948, insges. 18 S.

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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

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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 Christoph; 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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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

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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

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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

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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

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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

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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

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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

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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.

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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.

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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

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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.

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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.

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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

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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

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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

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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, 2000, Bd. 84 (2022), 8/9, S. 846

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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

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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

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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.

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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.

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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), 2, insges. 13 S.

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Standardized clinical profiling in spanish patients with chronic tinnitus

Haro-Hernandez, Elisheba; Perez-Carpena, Patricia; Unnikrishnan, Vishnu; Spiliopoulou, Myra; Lopez-Escamez, Jose A.

In: Journal of Clinical Medicine - Basel : MDPI, Bd. 11 (2022), Heft 4, Artikel 978

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Classification of brain tumours in MR images using deep spatiospatial models

Chatterjee, Soumick; Nizamani, Faraz Ahmed; Nürnberger, Andreas; Speck, Oliver

In: Scientific reports - [London]: Macmillan Publishers Limited, part of Springer Nature, Bd. 12 (2022), insges. 11 S.

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Enriching videos with automatic place recognition in google maps

Fallucchi, Francesca; Stabile, Rosario; Purificato, Erasmo; Giuliano, Romeo; De Luca, Ernesto William

In: Multimedia tools and applications - Dordrecht [u.a.]: Springer Science + Business Media B.V, Bd. 81 (2022), 16, S. 23105-23121

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Addressing IT capacity management concerns using machine learning techniques

Müller, Hendrik; Kharitonov, Andrey; Nahhas, Abdulrahman; Bosse, Sascha; Turowski, Klaus

In: SN Computer Science - Singapore : Springer Singapore, Bd. 3 (2022), Artikel 26, insges. 15 S.

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Virtual reality for medical annotation tasks - a systematic review

Rother, Anne; Spiliopoulou, Myra

In: Frontiers in virtual reality - Lausanne : Frontiers Media, Bd. 3 (2022), Artikel 717383, insges. 12 S.

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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

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Forensic data model for artificial intelligence based media forensics - Illustrated on the example of DeepFake detection

Siegel, Dennis; Krätzer, Christian; Seidlitz, Stefan; Dittmann, Jana

In: Electronic imaging - Springfield, VA: Society for Imaging Sciences and Technology, Bd. 34 (2022), 4, insges. 6 S.

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The performance benefit of data analytics applications

Pohl, Matthias; Staegemann, Daniel Gunnar; Turowski, Klaus

In: Procedia computer science - Amsterdam [u.a.]: Elsevier, Bd. 201 (2022), S. 679-683

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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

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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.

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DS6, deformation-aware semi-supervised learning - application to small vessel segmentation with noisy training data

Chatterjee, Soumick; Prabhu, Kartik; Pattadkal, Mahantesh; Bortsova, Gerda; Sarasaen, Chompunuch; Dubost, Florian; Mattern, Hendrik; Bruijne, Marleen; Speck, Oliver; Nürnberger, Andreas

In: Journal of imaging - Basel : MDPI, Bd. 8 (2022), Heft 10, Artikel 259, insges. 22 S.

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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.

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The use of responsible artificial intelligence techniques in the context of loan approval processes

Purificato, Erasmo; Lorenzo, Flavio; Fallucchi, Francesca; De Luca, Ernesto William

In: International journal of human computer interaction - New York, NY: Taylor & Francis . - 2022

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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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Process-driven modelling of media forensic investigations-considerations on the example of DeepFake detection

Krätzer, Christian; Siegel, Dennis; Seidlitz, Stefan; Dittmann, Jana

In: Sensors - Basel: MDPI, Bd. 22 (2022), 9, insges. 32 S.

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A conceptual model for unifying variability in space and time - rationale, validation, and illustrative applications

Ananieva, Sofia; Greiner, Sandra; Kehrer, Timo; Krüger, Jacob; Kühn, Thomas; Linsbauer, Lukas; Grüner, Sten; Koziolek, Anne; Lönn, Henrik; Ramesh, S.; Reussner, Ralf

In: Empirical software engineering - Dordrecht [u.a.]: Springer Science + Business Media B.V, Bd. 27 (2022), 5, insges. 53 S.

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Adaptive and maladaptive brain functional network reorganization after stroke in hemianopia patients - an electroencephalogram-tracking study

Xu, Jiahua; Schoenfeld, Mircea Ariel; Rossini, Paolo Maria; Tatlisumak, Turgut; Nürnberger, Andreas; Antal, Andrea; He, Huiguang; Gao, Ying; Sabel, Bernhard A.

In: Brain Connectivity - New Rochelle, NY: Liebert, Bd. 12 (2022), 8, S. 725-739

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StRegA - unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder

Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Tummala, Pavan; Agrawal, Shubham Kumar; Jauhari, Aishwarya; Kalra, Aman; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas

In: Computers in biology and medicine - Amsterdam [u.a.]: Elsevier Science, Bd. 149 (2022)

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Hybrid approach for solving multi-objective Hybrid Flow Shop scheduling problems with family setup times

Nahhas, Abdulrahman; Kharitonov, Andrey; Alwadi, Ahmad; Turowski, Klaus

In: Procedia computer science - Amsterdam [u.a.]: Elsevier, Bd. 200 (2022), S. 1685-1694

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Assessment of immune status using inexpensive cytokines - a literature review and learning approaches

Jamaludeen, Noor; Lehmann, Juliane; Beyer, Christian; Vogel, Katrin; Pierau, Mandy; Brunner-Weinzierl, Monika; Spiliopoulou, Myra

In: Sensors - Basel: MDPI, 2001, Bd. 22 (2022), 24, insges. 26 S.

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Comparative analysis of machine learning models for anomaly detection in manufacturing

Kharitonov, Andrey; Nahhas, Abdulrahman; Pohl, Matthias; Turowski, Klaus

In: Procedia computer science - Amsterdam [u.a.] : Elsevier, Bd. 200 (2022), S. 1288-1297

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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.

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Quantitative evaluation of prospective motion correction in healthy subjects at 7T MRI

Sciarra, Alessandro; Mattern, Hendrik; Yakupov, Renat; Chatterjee, Soumick; Stucht, Daniel; Oeltze-Jafra, Steffen; Godenschweger, Frank; Speck, Oliver

In: Magnetic resonance in medicine - New York, NY [u.a.]: Wiley-Liss, 1984, Bd. 87 (2022), 2, S. 646-657

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ReconResNet: Regularised residual learning for MR image reconstruction of undersampled cartesian and radial data

Chatterjee, Soumick; Breitkopf, Mario; Sarasaen, Chompunuch; Yassin, Hadya; Rose, Georg; Nürnberger, Andreas; Speck, Oliver

In: Computers in biology and medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 143 (2022), Artikel 105321

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Predicting ecological momentary assessments in an app for tinnitus by learning from each user's stream with a contextual multi-armed bandit

Shahania, Saijal; Unnikrishnan, Vishnu; Pryss, Rüdiger; Kraft, Robin; Schobel, Johannes; Hannemann, Ronny; Schlee, Winny; Spiliopoulou, Myra

In: Frontiers in neuroscience - Lausanne : Frontiers Research Foundation, Bd. 16 (2022), Artikel 836834, insges. 17 S.

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The threat of covert channels in network time synchronisation protocols

Lamshöft, Kevin; Hielscher, Jonas; Krätzer, Christian; Dittmann, Jana

In: Journal of cyber security and mobility - Gistrup: River Publishers, Bd. 11 (2022), 2, S. 165-204

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Knock, knock, log - threat analysis, detection & mitigation of covert channels in syslog using port scans as cover

Lamshöft, Kevin; Neubert, Tom; Hielscher, Jonas; Vielhauer, Claus; Dittmann, Jana

In: Forensic Science International. Digital investigation - [Amsterdam]: Elsevier ScienceDirect, Bd. 40 (2022), insges. 9 S.

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Smartphone-guided educational counseling and self-help for chronic tinnitus

Schlee, Winfried; Neff, Patrick; Simoes, Jorge; Langguth, Berthold; Schoisswohl, Stefan; Steinberger, Heidi; Norman, Marie; Spiliopoulou, Myra; Schobel, Johannes; Hannemann, Ronny; Pryss, Rüdiger

In: Journal of Clinical Medicine - Basel: MDPI, Bd. 11 (2022), 7, insges. 11 S.

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TorchEsegeta - framework for interpretability and explainability of image-based deep learning models

Chatterjee, Soumick; Das, Arnab; Mandal, Chirag; Mukhopadhyay, Budhaditya; Vipinraj, Manish; Shukla, Aniruddh; Nagaraja Rao, Rajatha; Sarasaen, Chompunuch; Speck, Oliver; Nürnberger, Andreas

In: Applied Sciences - Basel : MDPI, Bd. 12 (2022), Heft 4, Artikel 1834, insges. 20 S.

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Adjusting the acquisition parameters of spherical ellipse tomosynthesis scan orbit for guiding interventional bronchoscopy

Saad, Fatima; Frysch, Robert; Pfeiffer, Tim; Nürnberger, Andreas; Lauritsch, Guenter; Rose, Georg

In: Konferenz: 5th Conference on Image-Guided Interventions, IGIC 2021, Magdeburg, 13-14 October 2021, 5th Conference on Image-Guided Interventions (IGIC) , 2021 - Magdeburg : [Otto-von-Guericke University Magdeburg] ; Hansen, Christian *1980-*, S. 9-10

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DdoS - dynamic dual-channel U-Net for improving deep learning based super-resolution of abdominal dynamic MRI

Sarasaen, Chompunuch; Chatterjee, Soumick; Nürnberger, Andreas; Speck, Oliver

In: Magnetic resonance materials in physics, biology and medicine - Heidelberg : Springer, Bd. 34 (2021), Heft Suppl. 1, S. S44, Artikel S6.O3

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Software product-line evaluation in the large

Lindohf, Robert; Krüger, Jacob; Herzog, Erik; Berger, Thorsten

In: Empirical software engineering - Dordrecht [u.a.] : Springer Science + Business Media B.V , 1996, Bd. 26 (2021), Artikel 30, insges. 41 S.

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An investigation of alternatives to transform protein sequence databases to a columnar index schema

Zoun, Roman; Schallert, Kay; Broneske, David; Trifonova, Ivayla; Chen, Xiao; Heyer, Robert; Benndorf, Dirk; Saake, Gunter

In: Algorithms - Basel : MDPI, Bd. 14 (2021), Heft 2, Artikel 59, insges. 16 S.

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Fecal metaproteomics reveals reduced gut inflammation and changed microbial metabolism following lifestyle-induced weight loss

Biemann, Ronald; Buß, Enrico; Benndorf, Dirk; Lehmann, Theresa; Schallert, Kay; Püttker, Sebastian; Reichl, Udo; Isermann, Berend; Schneider, Jochen; Saake, Gunter; Heyer, Robert

In: Biomolecules - Basel : MDPI - Vol.11.2021, 5, 726, insgesamt 13 Seiten

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