Andere Veröffentlichungen

2024

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

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

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

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]

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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 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

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

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

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

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

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

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

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

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

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

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.

Letzte Änderung: 04.04.2023 - Ansprechpartner: Webmaster