Alle Publikationen
2024
Buchbeitrag
Saccadic eye movements and search task difficulty as basis of modelling user knowledge in information seeking
Liu, Ying-Hsang; Nürnberger, Andreas; Rettstatt, Jenny; Ragni, Marco
In: Proceedings of the 46th Annual Conference of the Cognitive Science Society - UC Merced ; Samuelson, L. K. . - 2024, S. 2112-2120
A strategy for implementing domain-based task generation and evaluation system using text-text generative models
Obionwu, Chukwuka Victor; Mukherjee, Diptesh; Devadas, Vishnu; Mittal, Shimony; Ghumman, Anam Naimat; John, Anjali Katherine; Buch, Anja; Nürnberger, Andreas; Saake, Gunter
In: New Technology in Education and Training , 1st ed. 2024. - Singapore : Springer Nature Singapore ; Hong, Jon-Chao, S. 27-40 [Konferenz: 5th International Conference on Advance in Education and Information Technology, AEIT 2024, Nagoya, Japan, January 5-7, 2024]
Begutachteter Zeitschriftenartikel
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.
CT-augmented digital tomosynthesis image reconstruction in image-guided bronchoscopy interventions
Saad, Fatima; Frysch, Robert; Saalfeld, Sylvia; Kellnberger, Stephan; Schulz, Jessica; Fahrig, Rebecca; Bhadra, Krish; Nürnberger, Andreas; Rose, Georg
In: Medical physics - Hoboken, NJ : Wiley . - 2024, insges. 1-13 S. [Online first]
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.
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.
Dissertation
Towards Digital Tomosynthesis-Guided Bronchoscopy Interventions
Saad, Fatima; Rose, Georg; Nürnberger, Andreas
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Elektrotechnik und Informationstechnik 2024, 1 Online-Ressource (xxiv, 160 Seiten, 120,81 MB) [Literaturverzeichnis: Seite 145-160][Literaturverzeichnis: Seite 145-160]
Spacetime in the brain - deep learning analysis of rapid brain network neuromodulation in visual function and vision restoration
Wu, Zheng; Nürnberger, Andreas
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2024, 1 Online-Ressource (x, 121 Seiten, 22,25 MB) [Literaturverzeichnis: Seite 91-117][Literaturverzeichnis: Seite 91-117]
2023
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
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
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
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)
Buchbeitrag
Liver segmentation in time-resolved C-arm CT volumes reconstructed from dynamic perfusion scans using time separation technique
Chatterjee, Soumick; Haseljić, Hana; Frysch, Robert; Kulvait, Vojtěch; Semshchikov, Vladimir; Hensen, Bennet; Wacker, Frank; Brüsch, Inga; Werncke, Thomas; Speck, Oliver; Nürnberger, Andreas; Rose, Georg
In: 2022 IEEE 5th International Image Processing, Applications and Systems Conference / IEEE International Conference on Image Processing Applications and Systems , 2022 - [Piscataway, NJ] : IEEE . - 2023, insges. 7 S.
Complex network for complex problems - a comparative study of CNN and Complex-valued CNN
Chatterjee, Soumick; Tummala, Pavan; Speck, Oliver; Nürnberger, Andreas
In: 2022 IEEE 5th International Image Processing, Applications and Systems Conference / IEEE International Conference on Image Processing Applications and Systems , 2022 - [Piscataway, NJ] : IEEE . - 2023, insges. 5 S.
Digitalisierung in der Kinder- und Jugendhilfe
Steckel, Mirko; Auchter, Roman; Bernig, Christoph; Eschwege, Kerstin; Lorenz, Lisa; Nürnberger, Andreas; Thiel, Marcus
In: Digitalisierung der Arbeitswelt im Mittelstand 3 , 1st ed. 2023. - Berlin, Heidelberg : Springer Berlin Heidelberg ; Nitsch, Verena, S. 403-427
Acoustic inter- and intra-room similarity based on room acoustic parameters
Treybig, Lukas; Höbel-Müller, Juliane; Werner, Stephan; Nürnberger, Andreas
In: Engineering for a changing world - Ilmenau : ilmedia ; Sattler, Kai-Uwe *1968-* . - 2023, S. 1-15, Artikel 5.2.136
Deep coordinate regression for weakly supervised segmentation of the locus coeruleus in MRI
Dünnwald, Max; Ernst, Philipp; Düzel, Emrah; Tönnies, Klaus; Betts, Matthew J.; Nürnberger, Andreas; Oeltze-Jafra, Steffen
In: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems / IEEE International Symposium on Computer-Based Medical Systems , 2023 - Piscataway, NJ : IEEE ; Almeida, João Rafael, S. 441-445
Flavours of convolution for unsupervised aspect extraction and aspect-based sentiment analysis
Chatterjee, Soumick; Prakash, Sowmya; Nürnberger, Andreas
In: CEUR workshop proceedings - Aachen, Germany : RWTH Aachen, Bd. 3551 (2023), Artikel paper7, insges. 14 S.
Unboxing the black-box of deep learning based reconstruction of undersampled MRIs
Chatterjee, Soumick; Das, Arnab; Khatun, Rupali; Nürnberger, Andreas
In: CEUR workshop proceedings - Aachen, Germany : RWTH Aachen, Bd. 3518 (2023), Artikel paper2, insges. 14 S.
Comprehensive Differentiation of Partitional Clusterings
Schütz, Lars; Bade, Korinna; Nürnberger, Andreas
In: Proceedings of the 25th International Conference on Enterprise Information Systems ; Volume 2: Proceedings of the 25th International Conference on Enterprise Information Systems . - 2023, S. 243-255, 1 Online-Ressource (11 Seiten)
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.
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
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
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
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
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
Dissertation
Subword-based Neural Machine Translation for low-resource fusion languages
Gezmu, Andargachew Mekonnen; Nürnberger, Andreas; De Luca, Ernesto William
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2023, 1 Online-Ressource (viii, 118 Seiten, 1,92 MB) [Literaturverzeichnis: Seite 91-118][Literaturverzeichnis: Seite 91-118]
Large scale partial- and near-duplicate image retrieval using spatial information of local features
Ahmad Alyosef, Afra'a; Nürnberger, Andreas; Tönnies, Klaus
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2023, 1 Online-Ressource (xxiii, 185 Seiten, 16,1 MB) [Literaturverzeichnis: Seite 170-185][Literaturverzeichnis: Seite 170-185]
Prior knowledge for deep learning based interventional cone beam Computed Tomography reconstruction
Ernst, Philipp; Nürnberger, Andreas; Rose, Georg
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2023, 1 Online-Ressource (xiii, 151 Seiten, 13,57 MB) [Literaturverzeichnis: Seite 111-124][Literaturverzeichnis: Seite 111-124]
Herausgeberschaft
Handbook of human-machine systems
Fortino, Giancarlo; Kaber, David; Nürnberger, Andreas
In: Wiley, 2023, 1 Online-Ressource (544 Seiten), ISBN: 978-1-119-86366-3
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)
Artikel in Kongressband
Enhancing vessel continuity in deep learning based segmentation using maximum intensity projection as loss
Chatterjee, Soumick; Chintalapati, Karthikesh Varma; Radhakrishna, Chethan; Hudukula Ram Kumar, Sri Chandana; Sutrave, Raviteja; Mattern, Hendrik; Speck, Oliver; Nürnberger, Andreas
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2023, insges. 4 S. [Konferenz: ISMRM 2023, Toronto, Canada, June 2023]
Approach for exploring a search map through audible landmarks in Virtual Reality
Klein, Florian; Höbel-Müller, Juliane; Polley, Sayantan; Werner, Stephan; Nürnberger, Andreas
In: DAGA 2023 - Berlin : Deutsche Gesellschaft für Akustik e.V., S. 1617-1619, ISBN: 978-3-939296-21-8
Complex-valued fourier primal-dual - undersampled MRI reconstruction in hybrid-space
Chatterjee, Soumick; Ernst, Philipp; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: ISMRM 2023, Toronto, Canada, June 2023, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2023, insges. 3 S.
Exploiting the inter-rater disagreement to improve probabilistic segmentation
Chatterjee, Soumick; Schulz, Franziska; Sciarra, Alexandro; Mattern, Hendrik; Janiga, Gábor; Speck, Oliver; Nürnberger, Andreas; Pathiraja, Sahani
In: Konferenz: ISMRM 2023, Toronto, Canada, June 2023, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2023, insges. 4 S.
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, S. 73-74, Artikel L72 [Meeting: 34th Annual Meeting European Society for Hyperthermic Oncology, Gothenburg, Sweden, 14-17 September 2022]
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, Artikel S04-576 [Forum: FENS Forum 2022, Paris, France, 09-13.07.2022]
Buchbeitrag
X-vision - explainable image retrieval by re-ranking in semantic space
Polley, Sayantan; Mondal, Subhajit; Mannam, Venkata Srinath; Kumar, Kushagra; Patra, Subhankar; Nürnberger, Andreas
In: CIKM '22: proceedings of the 31th ACM International Conference on Information & Knowledge Management , 2022 - New York, NY : Association for Computing Machinery ; Al Hasan, Mohammad, S. 4955-4959 [Konferenz: 31st ACM International Conference on Information and Knowledge Management, Atlanta, GA, USA, October 17 - 21, 2022]
A skill sharing platform for team collaboration and knowledge exchange
Obionwu, Victor; Nürnberger, Anderas; Saake, Gunter
In: WEBIST 2022 - [Setúbal] : SCITEPRESS - Science and Technology Publications, Lda. ; Decker, Stefan, S. 365-372 [Konferenz: 18th International Conference on Web Information Systems and Technologies, WEBIST 2022, Valletta - Malta, October 25 - 27, 2022]
Iterative intraoperative digital tomosynthesis image reconstruction using a prior as initial image
Saad, Fatima; Frysch, Robert; Pfeiffer, Tim; Saalfeld, Sylvia; Schulz, Jessica; Georgi, Jens-Christoph; Nürnberger, Andreas; Lauritsch, Günter; Rose, Georg
In: Proceedings of SPIE - Bellingham, Wash. : SPIE, Bd. 12304 (2022), Artikel 123042Y [Konferenz: Seventh International Conference on Image Formation in X-Ray Computed Tomography, ICIFXCT 2022, Baltimore, United States, 2022]
DMISTA - conceptual data model for interactions in support ticket administration
Mertens, Christian; Nürnberger, Andreas
In: Proceedings of the 24th International Conference on Enterprise Information Systems - Volume 1 - [Setúbal, Portugal] : SCITEPRESS - Science and Technology Publications, Lda. ; Filipe, Joaquim . - 2022, S. 112-119 [Konferenz: 24th International Conference on Enterprise Information Systems, ICEIS, Online, April 25-27, 2022]
Towards patient specific reconstruction using perception-aware CNN and planning CT as prior
Ghosh, Suhita; Ernst, Philipp; Rose, Georg; Nürnberger, Andreas; Stober, Sebastian
In: IEEE ISBI 2022 proceedings , 2022 - Piscataway, NJ, USA1 : IEEE ; isbi [Konferenz: 19th International Symposium on Biomedical Imaging, ISBI, Kolkata, India, 28-31 March 2022]
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.
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.
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), Heft 8, S. 725-739
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), Artikel 106093
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
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), Artikel 1505, insges. 11 S.
Dissertation
Noninvasive brain stimulation and visual field decoding for vision recovery in patients with occipital brain damage
Xu, Jiahua; Nürnberger, Andreas; Sabel, Bernhard A.
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2022, 1 Online-Ressource (xiv, 126 Seiten, 26,41 MB) [Literaturverzeichnis: Seite 101-124][Literaturverzeichnis: Seite 101-124]
User behavior models for exploratory information seeking
Kotzyba, Michael; Nürnberger, Andreas
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2022, 1 Online-Ressource (xxiii, 256 Seiten, 8,47 MB) [Literaturverzeichnis: Seite 239-256][Literaturverzeichnis: Seite 239-256]
Reducing artefacts in MRI using Deep Learning - enhancing automatic image processing pipelines
Chatterjee, Soumick; Nürnberger, Andreas; Speck, Oliver
In: Magdeburg, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2022, xxv, 360 Seiten [Literaturverzeichnis: Seite 317-351][Literaturverzeichnis: Seite 317-351]
Towards combining search and exploration - escaping the filter bubble through map-based exploration
Low, Thomas; Nürnberger, Andreas
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2022, 1 Online-Ressource (xii, 210 Seiten, 11,88 MB) [Literaturverzeichnis: Seite 173-189][Literaturverzeichnis: Seite 173-189]
Herausgeberschaft
Algorithmen und Autonomie - interdisziplinäre Perspektiven auf das Verhältnis von Selbstbestimmung und Datenpraktiken
Verständig, Dan; Kast, Christina; Stricker, Janne; Nürnberger, Andreas
In: Toronto: Verlag Barbara Budrich, 2022, 1 Online-Ressource, ISBN: 978-3-8474-2520-5
Monografiebeitrag
Automatic reading detection during online search sessions
Schwerdt, Johannes; Nürnberger, Andreas
In: Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization - New York, NY, United States : Association for Computing Machinery . - 2022, S. 13-17
Artikel in Kongressband
StRegA - unsupervised anomaly detection in brain MRIs using compact context-encoding variational autoencoder
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Tummala, Pavan; Agrawal, Shubham; Jauhari, Aishwarya; Kalra, Aman; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S. [Konferenz: ISMRM-ESMRMB 2022]
Motion-robust dynamic abdominal MRI using k-t GRASP and dynamic dual-channel training of super-resolution U-Net (DDoS-UNet)
Sarasaen, Chompunuch; Chatterjee, Soumick; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S. [Konferenz: ISMRM-ESMRMB 2022]
Learning to segment brain tumours using an explainable classifier
Chatterjee, Soumick; Yassin, Hadya; Dubost, Florian; Nürnberger, Andreas; Speck, Oliver
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S. [Konferenz: ISMRM-ESMRMB 2022]
Multi-scale UNet with self-constructing graph latent for deformable image registration
Chatterjee, Soumick; Bajaj, Himanshi; Hossain Siddiquee, Mohammad Istiyak; Bandi Subbarayappa, Nandish; Simon, Steve; Shashidhar, Suraj; Speck, Oliver; Nürnberger, Andreas
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S. [Konferenz: ISMRM-ESMRMB 2022]
Primal-Dual UNet for sparse view cone beam computed tomography volume reconstruction
Ernst, Philipp; Chatterjee, Soumick; Rose, Georg; Nürnberger, Andreas
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S. [Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022]
Reference-less SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MRIs
Sciarra, Alessandro; Chatterjee, Soumick; Dünnwald, Max; Placidi, Giuseppe; Nürnberger, Andreas; Speck, Oliver; Oeltze-Jafra, Steffen
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S. [Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022]
Uncertainty quantification for ground-truth free evaluation of deep learning reconstructions
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Talagini Ashoka, Anitha Bhat; Cheepinahalli Vasudeva, Mayura Gurjar; Saravanan, Shudarsan; Sambandham, Venkatesh Thirugnana; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S. [Konferenz: ISMRM-ESMRMB 2022]
Automated SSIM regression for detection and quantification of motion artefacts in brain MR images
Sciarra, Alessandro; Chatterjee, Soumick; Dünnwald, Max; Placidi, Giuseppe; Nürnberger, Andreas; Speck, Oliver; Oeltze-Jafra, Steffen
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 10 S. [Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022]
DDoS-UNet - incorporating temporal information using dynamic dual-channel UNet for enhancing super-resolution of dynamic MRI
Chatterjee, Soumick; Serasaen, Chompunuch; Rose, Georg; Speck, Oliver; Nürnberger, Andreas
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S. [Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022]
Dual Branch Prior-SegNet - CNN for interventional CBCT using planning scan and auxiliary segmentation loss
Ernst, Philipp; Ghosh, Suhita; Rose, Georg; Nürnberger, Andreas
In: Medical Imaging with Deep Learning - OpenReview.net . - 2022, Artikel Paper 92, insges. 3 S. [Konferenz: Medical Imaging with Deep Learning, MIDL 2022, Zürich, Switzerland, July 06, 2022]
Nicht 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: De.arxiv.org - [S.l.] : Arxiv.org . - 2022, Artikel 2203.04317, insges. 19 S.
Liver segmentation using turbolift learning for CT and cone-beam C-arm perfusion imaging
Haseljić, Hana; Chatterjee, Soumick; Frysch, Robert; Kulvait, Vojtěch; Semshchikov, Vladimir; Hensen, Bennet; Wacker, Frank; Brüsch, Inga; Werncke, Thomas; Speck, Oliver; Nürnberger, Andreas; Rose, Georg
In: Arxiv - Ithaca, NY : Cornell University . - 2022, Artikel 2207.10167, insges. 16 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: De.arxiv.org - [S.l.] : Arxiv.org . - 2022, Artikel 2202.05355, insges. 12 S.
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: De.arxiv.org - [S.l.] : Arxiv.org . - 2022, Artikel 2201.13271, insges. 13 S.
Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classification
Chatterjee, Soumick; Yassin, Hadya; Dubost, Florian; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2022, Artikel 2206.05148, insges. 14 S.
Automated SSIM regression for detection and quantification of motion artefacts in brain MR images
Sciarra, Alessandro; Chatterjee, Soumick; Dünnwald, Max; Placidi, Giuseppe; Nürnberger, Andreas; Speck, Oliver; Oeltze-Jafra, Steffen
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2022, Artikel 2206.06725, insges. 9 S.
2021
Abstract
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 [Meeting: 38th Annual Scientific Meeting, ESMRMB 2021, Online, 7-9 October 2021]
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: 5th Conference on Image-Guided Interventions (IGIC) , 2021 - Magdeburg : [Otto-von-Guericke University Magdeburg] ; Hansen, Christian *1980-*, S. 9-10 [Konferenz: 5th Conference on Image-Guided Interventions, IGIC 2021, Magdeburg, 13-14 October 2021]
Buchbeitrag
Evaluating reliability in explainable search
Dey, Aditya; Radhakrishna, Chandan; Lima, Nishitha Nancy; Shashidhar, Suraj; Polley, Sayantan; Thiel, Marcus; Nürnberger, Andreas
In: 2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS) / IEEE International Conference on Human-Machine Systems , 2021 - IEEE : IEEE, insges. 4 S. [Konferenz: IEEE 2nd International Conference on Human-Machine Systems, ICHMS, Magdeburg, Germany, 8-10 September 2021]
A deep supervised U-attention net for pixel-wise brain tumor segmentation
Xu, Jia Hua; Teng, Wai Po Kevin; Wang, Xiong Jun; Nürnberger, Andreas
In: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries , 1st ed. 2021. - Cham : Springer International Publishing ; Crimi, Alessandro, S. 278-289 - (Image Processing, Computer Vision, Pattern Recognition, and Graphics; 12659) [Workshop: 6th International Workshop, BrainLes 2020, Lima, Peru, October 4, 2020]
Interhemispheric cortical network connectivity reorganization predicts vision impairment in stroke
Xu, Jiahua; Wu, Zheng; Nürnberger, Andreas; Sabel, Bernhard A.
In: 43rd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (EMBC) , 2021 - [Piscataway, NJ] : IEEE, S. 836-840 [Konferenz: 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC, virtual conference, October 31 - November 4, 2021]
Localization and transformation reconstruction of image regions - an extended congruent triangles approach
Ahmad Alyosef, Afraà; Elias, Christian; Nürnberger, Andreas
In: Proceedings of ICPR 2020 / International Conference on Pattern Recognition , 2021 - [Piscataway, NJ] : IEEE ; Vezzani, Roberto, S. 3884-3891 [Konferenz: 25th International Conference on Pattern Recognition, ICPR, 10-15 Januar 2021]
Evaluating semantic co-creation by using a marker as a linguistic constraint tool in shared cognitive representation models
Schneider, Stefan; Nürnberger, Andreas
In: Concepts in action - Cham : Springer ; Bechberger, Lucas . - 2021, S. 121-152 - (Language, cognition, and mind; volume 9)
Decoding resting-state EEG to predict visual field defect with convolutional neural network in stroke
Xu, Jiahua; Wu, Zheng; Nürnberger, Andreas; Sabel, Bernhard A.
In: NER'21 / International IEEE EMBS Conference on Neural Engineering , 2021 - [Piscataway, NJ] : IEEE, S. 807-810 [Konferenz: 10th International IEEE/EMBS Conference on Neural Engineering, NER, Online, 4-6 May 2021]
Dual skip connections minimize the false positive rate of lung nodule detection in CT images
Xu, Jiahua; Ernst, Philipp; Liu, Tung Lung; Nürnberger, Andreas
In: 43rd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (EMBC) , 2021 - [Piscataway, NJ] : IEEE, S. 3217-3220 [Konferenz: 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC, virtual conference, October 31 - November 4, 2021]
Upgraded W-Net with attention gates and its application in unsupervised 3D liver segmentation
Mitta, Dhanunjaya; Chatterjee, Soumick; Speck, Oliver; Nürnberger, Andreas
In: Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods. Volume 1 - [Setúbal] : SCITEPRESS - Science and Technology Publications, Lda. ; Marsico, Maria . - 2021, S. 488-494 [Konferenz: 10th International Conference on Pattern Recognition Applications and Methods, ICPRAM, Online, February 4-6, 2021]
ShuffleUNet - super resolution of diffusion-weighted MRIs using deep learning
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Mushunuri, Raghava Vinaykanth; Podishetti, Ranadheer; Rao, Rajatha Nagaraja; Gopinath, Geetha Doddapaneni; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: 29th European Signal Processing Conference (EUSIPCO 2021) , 2021 - [Piscataway, NJ] : IEEE [Konferenz: 29th European Signal Processing Conference, EUSIPCO, Dublin, Ireland, 23-27 August 2021]
Neural machine translation for amharic-english translation
Gezmu, Andargachew; Nürnberger, Andreas; Bati, Tesfaye
In: Proceedings of the 13th International Conference on Agents and Artificial Intelligence. Volume 1 - [Sétubal] : SCITEPRESS - Science and Technology Publications, Lda. ; Rocha, Ana Paula . - 2021, S. 526-532 [Konferenz: 13th International Conference on Agents and Artificial Intelligence, February 4-6, 2021]
Towards trustworthiness in the context of explainable search
Polley, Sayantan; Koparde, Rashmi Raju; Gowri, Akshaya Bindu; Perera, Maneendra; Nürnberger, Andreas
In: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval / Diaz , Fernando - New York,NY,United States : Association for Computing Machinery ; Diaz, Fernando . - 2021, S. 2580-2584 [Konferenz: 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '21, virtual event, July 11 - 15, 2021]
Begutachteter Zeitschriftenartikel
Predicting brain electrical stimulation outcome in stroke by clinical-inspired hybrid graph convolutional autoencoder
Xu, Jiahua; Zheng, Wu; Nürnberger, Andreas; Sabel, Bernhard A.
In: Proceedings of the 2021 IEEE International Conference on Human-Machine Systems (ICHMS) , 2021 - [Piscataway, NJ] : IEEE ; Nürnberger, Andreas, insges. 3 S. [Konferenz: IEEE 2nd International Conference on Human-Machine Systems, ICHMS, Magdeburg, Germany, 8-10 September 2021]
Reorganization of brain functional connectivity network and vision restoration following combined tACS-tDCS treatment after occipital stroke
Xu, Jiahua; Wu, Zheng; Nürnberger, Andreas; Sabel, Bernhard A.
In: Frontiers in neurology - Lausanne : Frontiers Research Foundation, Bd. 12 (2021), Artikel 729703, insges. 20 S.
Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge
Sarasaen, Chompunuch; Chatterjee, Soumick; Breitkopf, Mario; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: Artificial intelligence in medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 121 (2021), Artikel 102196
CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation
Kavur, A. Emre; Gezer, N. Sinem; Barış, Mustafa; Aslan, Sinem; Conze, Pierre-Henri; Groza, Vladimir; Pham, Duc Duy; Chatterjee, Soumick; Ernst, Philipp; Özkan, Savaş; Baydar, Bora; Lachinov, Dmitry; Han, Shuo; Pauli, Josef; Isensee, Fabian; Perkonigg, Matthias; Sathish, Rachana; Rajan, Ronnie; Sheet, Debdoot; Dovletov, Gurbandurdy; Speck, Oliver; Nürnberger, Andreas; Maier-Hein, Klaus H.; Bozdağı Akar, Gözde; Ünal, Gözde; Dicle, Oğuz; Selver, M. Alper
In: Medical image analysis - Amsterdam [u.a.] : Elsevier Science - Volume 69(2021), article 101950
Predicting visual search task success from eye gaze data as a basis for user-adaptive information visualization systems
Spiller, Moritz; Liu, Ying-Hsang; Hossain, Md Zakir; Gedeon, Tom; Koltermann, Julia; Nürnberger, Andreas
In: ACM transactions on interactive intelligent systems / Association for Computing Machinery - New York, NY : ACM, Bd. 11 (2021), Heft 2, Artikel 14, insges. 25 S.
Leakage localization in district heating networks based on real network and measurement data
Vahldiek, Kai; Koltermann, Julia; Pierl, Dennis; Rüger, Bernd; Nürnberger, Andreas; Michels, Kai; Klawonn, Frank
In: Energy reports - Amsterdam [u.a.] : Elsevier, Bd. 7 (2021), S. 508-516 [Symposium: 17th International Symposium on District Heating and Cooling, DHC2021, Nottingham, UK, 6-9 September 2021]
Monografiebeitrag
Fact-finding or exploration - characterizing reading strategies in user’s search activities
Schwerdt, Johannes; Kotzyba, Michael; Nürnberger, Andreas
In: Proceedings of the 2021 IEEE International Conference on Human-Machine Systems (ICHMS) , 2021 - [Piscataway, NJ] : IEEE ; Nürnberger, Andreas, insges. 6 S.
An explorative tool for mutation tracking in the spike glycoprotein of SARS-CoV-2
Schwerdt, Johannes; Tersteegen, Aljoscha; Marquardt, Pauline; Kaasch, Achim; Nürnberger, Andreas
In: Proceedings of the 2021 IEEE International Conference on Human-Machine Systems (ICHMS) , 2021 - [Piscataway, NJ] : IEEE ; Nürnberger, Andreas, insges. 6 S.
Artikel in Kongressband
ExDocS - evidence based explainable document search
Polley, Sayantan; Janki, Atin; Thiel, Marcus; Hoebel-Mueller, Juliane; Nürnberger, Andreas
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2021, insges. 8 S. [Konferenz: SIGIR Workshop: Causality in Search and Recommendation '21, online, July 2021]
Resolving to super resolution multi-dimensional diffusion imaging (Super-MUDI)
Nath, Vishwesh; Pizzolato, Marco; Palombo, Marco; Gyori, Noemi; Schilling, Kurt; Hansen, Colin; Yang, Qi; Kanakaraj, Praitayini; Landman, Bennett; Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Oeltze-Jafra, Steffen; Nürnberger, Andreas; Speck, Oliver; Pieciak, Tomasz; Baranek, Marcin; Bartocha, Kamil; Ciupek, Dominika; Bogusz, Fabian; Hamidinekoo, Azam; Afzali, Maryam; Lin, Harry; Alexander, Danny C.; Lan, Haoyu; Sepehrband, Farshid; Liang, Zifei; Wu, Tung-Yeh; Su, Ching-Wei; Wu, Qian-Hua; Liu, Zi-You; Chao, Yi-Ping; Albay, Enes; Unal, Gozde; Pylypenko, Dmytro; Ye, Xinyu; Zhang, Fan; Hutter, Jana
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2021 [Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition]
Interpretability techniques for deep learning based segmentation models
Chatterjee, Soumick; Das, Arnab; Mandal, Chirag; Mukhopadhyay, Budhaditya; Vipinraj Bhandari, Manish Bhandari; Shukla, Aniruddh; Speck, Oliver; Nürnberger, Andreas
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2021 [Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition]
Spherical ellipse scan trajectory for tomosynthesis-assisted interventional bronchoscopy
Saad, Fatima; Frysch, Robert; Pfeiffer, Tim; Georgi, Jens-Christoph; Knetsch, Torsten; Casal, Roberto F.; Nürnberger, Andreas; Lauritsch, Guenter; Rose, Georg
In: Proceedings of the 16th Virtual International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine$xhEditors: Georg Schramm, Ahmadreza Rezaei, Kris Thielemans and Johan Nuyts - arXiv ; Schramm, Georg . - 2021, S. 352-356 [Meeting: 16th Virtual International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine, 19-23 July 2021]
Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge
Sarasaen, Chompunuch; Chatterjee, Soumick; Saad, Fatima; Breitkopf, Mario; Nürnberger, Andreas; Speck, Oliver
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2021 [Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition]
Unsupervised reconstruction based anomaly detection using a Variational Auto Encoder
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Agrawal, Shubham; Tummala, Pavan; Setlur, Disha Kishore; Kalra, Aman; Jauhari, Aishwarya; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2021 [Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition]
A comparative study of deep learning based deformable image registration techniques
Chatterjee, Soumick; Bajaj, Himanshi; Shashidhar, Suraj; Busnur Indushekar, Sanjeeth; Simon, Steve; Siddiquee, Istiyak; Nandish, B. S.; Speck, Oliver; Nürnberger, Andreas
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2021 [Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition]
Trajectory upsampling for sparse conebeam projections using convolutional neural networks
Ernst, Philipp; Rak, Marko; Hansen, Christian; Rose, Georg; Nürnberger, Andreas
In: Proceedings of the 16th Virtual International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine$xhEditors: Georg Schramm, Ahmadreza Rezaei, Kris Thielemans and Johan Nuyts - arXiv ; Schramm, Georg . - 2021, S. 285-288 [Meeting: 16th Virtual International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine, 19-23 July 2021]
Sparse view deep differentiated backprojection for circular trajectories in CBCT
Ernst, Philipp; Rose, Georg; Nürnberger, Andreas
In: Proceedings of the 16th Virtual International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine$xhEditors: Georg Schramm, Ahmadreza Rezaei, Kris Thielemans and Johan Nuyts - arXiv ; Schramm, Georg . - 2021, S. 463-466 [Meeting: 16th Virtual International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine, 19-23 July 2021]
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 de; Speck, Oliver; Nürnberger, Andreas
In: Medical Imaging with Deep Learning - OpenReview.net . - 2021, insges. 3 S. [Konferenz: Medical Imaging with Deep Learning, MIDL 2021, Lübeck, Germany, 7. Juli 2021]
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: Medical Imaging with Deep Learning - OpenReview.net . - 2021, insges. 3 S. [Konferenz: Medical Imaging with Deep Learning, MIDL 2021, Lübeck, Germany, 7. Juli 2021]
Going beyond the image space - undersampled MRI reconstruction directly in the k-space using a complex valued residual neural network
Chatterjee, Soumick; Sarasaen, Chompunuch; Sciarra, Alessandro; Breitkopf, Mario; Oeltze-Jafra, Steffen; Nürnberger, Andreas; Speck, Oliver
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2021 [Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition]
Nicht begutachteter Zeitschriftenartikel
ReconResNet: regularised residual learning for MR image reconstruction of undersampled cartesian and radial data
Chatterjee, Soumick; Breitkopf, Mario; Sarasaen, Chompunuch; Yassin, Hadya; Podishetti, Ranadheer; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2021, S. 1-15, Artikel 2103.09203
Sinogram upsampling using primal-dual UNet for undersampled CT and radial MRI reconstruction
Ernst, Philipp; Chatterjee, Soumick; Rose, Georg; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2021, Artikel 2112.13443, insges. 20 S.
TorchEsegeta - framework for interpretability and explainability of image-based deep learning models
Chatterjee, Soumick; Das, Arnab; Mandal, Chirag; Mukhopadhyay, Budhaditya; Vipinraj, Manish; Shukla, Aniruddh; Rao, Rajatha Nagaraja; Sarasaen, Chompunuch; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2021, Artikel 2110.08429, insges. 15 S.
Classification of brain tumours in MR images using deep spatiospatial models
Chatterjee, Soumick; Nizamani, Faraz Ahmed; Nürnberger, Andreas; Speck, Oliver
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2021, Artikel 2105.14071, insges. 12 S.
ShuffleUNet: super resolution of diffusion-weighted MRIs using deep learning
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Mushunuri, Raghava Vinaykanth; Podishetti, Ranadheer; Rao, Rajatha Nagaraja; Gopinath, Geetha Doddapaneni; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2021, S. 1-5, Artikel 2102.12898
2020
Abstract
Online model- and data-based leakage localization in district heating networks - Impact of random measurement errors
Pierl, Dennis; Vahldiek, Kai; Koltermann, Julia; Rüger, Bernd; Michels, Kai; Klawonn, Frank; Nürnberger, Andreas
In: 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - 2020, paper TuBT11.4
Buchbeitrag
Hybrid fuzzy binning for near-duplicate image retrieval - combining fuzzy histograms and SIFT keypoints
Ahmad alyosef, Afraa; Nürnberger, Andreas
In: Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods : Valletta, Malta, February 22-24 ,2020 / ICPRAM , 2020 - [Sétubal] : SCITEPRESS - Science and Technology Publications Lda. ; De Marsico, Maria, S. 241-248 [Konferenz: 9th International Conference on Pattern Recognition Applications and Methods,ICPRAM, Valletta, Malta, February 22-24, 2020]
Modell- und datengestützte Echtzeitlokalisierung von Leckagen in Fernwärmenetzen anhand verrauschter Messdaten
Koltermann, Julia; Vahldiek, Kai; Pierl, Dennis; Rüger, Bernd; Nürnberger, Andreas; Klawonn, Frank; Michels, Kai
In: Kraftwerkstechnik 2020 / Kraftwerkstechnisches Kolloquium , 2020 - Freiberg : SAXONIA [Kongress: 52. Kraftwerkstechnisches Kolloquium, Dresden, 6. - 7. Oktober 2020]
Welcome to MuC 20, the Conference on Mensch und Computer 2020, held from September 6 to 9 at the University of Magdeburg, Germany!
Preim, Bernhard; Nürnberger, Andreas; Hansen, Christian
In: Mensch und Computer 2020 - Tagungsband - New York, New York : The Association for Computing Machinery, Inc. ; Alt, Florian, S. VII-VIII [Konferenz: Conference on Mensch und Computer, MuC'20, Magdeburg, 6. - 9. September 2020]
Improving automatic speech recognition utilizing audio-codecs for data augmentation
Hailu, Nirayo; Siegert, Ingo; Nürnberger, Andreas
In: IEEE 22nd International Workshop on Multimedia Signal Processing / IEEE International Workshop on Multimedia Signal Processing , 2020 - [Piscataway, NJ] : IEEE [Workshop: IEEE 22nd International Workshop on Multimedia Signal Processing, MMSP, Tampere, Finland, 21-24 Sept. 2020]
German speech recognition system using DeepSpeech
Xu, Jiahua; Matta, Kaveen; Islam, Shaiful; Nürnberger, Andreas
In: Proceedings of the 4th International Conference on Natural Language Processing and Information Retrieval - New York,NY,United States : Association for Computing Machinery . - 2020, S. 102-106 [Konferenz: 4th International Conference on Natural Language Processing and Information Retrieval, Seoul Republic of Korea, 18-20 December 2020]
SIMFIC - an explainable book search companion
Polley, Sayantan; Ghosh, Suhita; Thiel, Marcus; Kotzyba, Michael; Nürnberger, Andreas
In: Proceedings of the 2020 IEEE International Conference on Human-Machine Systems (ICHMS) , 2020 - [Piscataway, NJ] : IEEE ; Fortino, Giancarlo [Konferenz: 2020 IEEE International Conference on Human-Machine Systems (ICHMS), Rome, 7.-9. September 2020]
Herausgeberschaft
Mensch und Computer 2020 - Tagungsband
Alt, Florian; Schneegans, Stefan; Honecker, Eva; Preim, Bernhard; Nürnberger, Andreas; Hansen, Christian
In: New York, New York: The Association for Computing Machinery, Inc., 2020, 1 Online-Ressource, ISBN: 978-1-4503-7540-5 Kongress: MuC Magdeburg 2020.09.06-09
Artikel in Kongressband
Retrospective motion correction of MR images using prior-assisted deep learning
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Oeltze-Jafra, Steffen; Nürnberger, Andreas; Speck, Oliver
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. - 2020, insgesamt 5 Seiten [Konferenz: Medical Imaging Meets NeurIPS 2020, virtual, December 2020]
Wavelet filtering of undersampled MRI using trainable wavelets and CNN
Chatterjee, Soumick; Putti, Praveen; Nürnberger, Andreas; Speck, Oliver
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2020 [Kongress: ESMRMB 2020 Online Convergence Science & Education, September 30 - October 2, 2020]
Upgraded W-net with attention gates and its application in unsupervised 3D liver segmentation
Mitta, Dhanunjaya; Chatterjee, Soumick; Speck, Oliver; Nürnberger, Andreas
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2020 [Konferenz: ICPRAM 2021]
Unsupervised learning for Abdominal MRI Segmentation using 3D Attention W-Net
Mitta, Dhanunjaya; Chatterjee, Soumick; Speck, Oliver; Nürnberger, Andreas
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2020 [Konferenz: ISMRM & SMRT Virtual Conference & Exhibition, 08-14 August 2020]
Super resolution of dynamic MRI using deep learning, enhanced by prior-knowledge
Sarasaen, Chompunuch; Chatterjee, Soumick; Nürnberger, Andreas; Speck, Oliver
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2020 [Kongress: ESMRMB 2020 Online Convergence Science & Education, September 30 - October 2, 2020]
Hybrid fuzzy binning for near-duplicate image retrieval - combining fuzzy histograms and SIFT keypoints
Alyosef, Afraa Alyosef; Nürnberger, Andreas
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2020 [Konferenz: 9th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2020]
Nicht begutachteter Zeitschriftenartikel
DS6: deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset
Chatterjee, Soumick; Prabhu, Kartik; Pattadkal, Mahantesh; Bortsova, Gerda; Dubost, Florian; Mattern, Hendrik; Bruijne, Marleen; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.] : Arxiv.org - 2020, article 2006.10802, insgesamt 13Seiten
Exploration of interpretability techniques for deep COVID-19 classification using chest X-ray images
Chatterjee, Soumick; Saad, Fatima; Sarasaen, Chompunuch; Ghosh, Suhita; Khatun, Rupali; Radeva, Petia; Rose, Georg; Stober, Sebastian; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.] : Arxiv.org - 2020, article 2006.02570, insgesamt 16 Seiten
CHAOS challenge - combined (CT-MR) healthy abdominal organ segmentation
Kavur, A. Emre; Gezer, N. Sinem; Barış, Mustafa; Aslan, Sinem; Conze, Pierre-Henri; Groza, Vladimir; Pham, Duc Duy; Chatterjee, Soumick; Ernst, Philipp; Özkan, Savaş; Baydar, Bora; Lachinov, Dmitry; Han, Shuo; Pauli, Josef; Isensee, Fabian; Perkonigg, Matthias; Sathish, Rachana; Rajan, Ronnie; Sheet, Debdoot; Dovletov, Gurbandurdy; Speck, Oliver; Nürnberger, Andreas; Maier-Hein, Klaus H.; Akar, Gözde Bozdağı; Ünal, Gözde; Dicle, Oğuz; Selver, M. Alper.
In: De.arxiv.org - [S.l.] : Arxiv.org - 2020, article 2001.06535, insgesamt 19 Seiten
2019
Abstract
Comparison between the usage of same and different variable density undersampling patterns for Deep Learning based MRI Reconstruction
Chatterjee, Soumick; Breitkopf, Mario; Sarasaen, Chompunuch; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: 4th Image-Guided Interventions Conference - Mannheim . - 2019 [Konferenz: 4th Image-Guided Interventions Conference, Mannheim, Germany, November 4 - 5, 2019]
Comparison of optimization methods for few view CT using deep learning
Ernst, Philipp; Nürnberger, Andreas; Rose, Georg
In: 4th Image-Guided Interventions Conference - Mannheim . - 2019, insges. 2 S. [Konferenz: 4th Image-Guided Interventions Conference, Mannheim, Germany, November 4 - 5, 2019]
Buchbeitrag
The ISMIR explorer - a visual interface for exploring 20 years of ISMIR publications
Low, Thomas; Hentschel, Christian; Polley, Sayantan; Das, Anustup; Sack, Harald; Nürnberger, Andreas; Stober, Sebastian
In: ISMIR 2019 - International Society for Music Information Retrieval ; Flexer, Arthur, S. 754-760 [Konferenz: 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4 - 8, 2019]
An amharic syllable-based speech corpus for continuous speech recognition
Gebreegziabher, Nirayo Hailu; Nürnberger, Andreas
In: Statistical Language and Speech Processing , 1st ed. 2019 - Cham : Springer ; Martín-Vide, Carlos, S. 177-187 - ( Lecture notes in computer science; volume 11816) [Konferenz: 7th International Conference, SLSP 2019, Ljubljana, Slovenia, October 14-16, 2019]
Detecting sub-image replicas - retrieval and localization of zoomed-in images
Ahmad Alyosef, Afra'a; Nürnberger, Andreas
In: Computer Analysis of Images and Patterns , 1st ed. 2019 - Cham : Springer, S. 257-268 - (Image Processing, Computer Vision, Pattern Recognition, and Graphics; 11679) [Konferenz: International Conference on Computer Analysis of Images and Patterns, CAIP 2019, Salerno, Italy, September 3-5, 2019]
Monografiebeitrag
Fact-finding or exploration - identifying latent behavior clusters in user’s search activities
Schwerdt, Johannes; Kotzyba, Michael; Nürnberger, Andreas
In: 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) / IEEE International Conference on Systems, Man, and Cybernetics , 2019 - [Piscataway, NJ] : IEEE, S. 1465-1471
Artikel in Kongressband
A deep learning approach for reconstruction of undersampled Cartesian and Radial data
Chatterjee, Soumick; Breitkopf, Mario; Sarasaen, Chompunuch; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2019 [Konferenz: ESMRMB 2019, Rotterdam]
CHAOS challenge - team OvGU MEMoRIAL
Ernst, Philipp; Chatterjee, Soumick; Speck, Oliver; Nürnberger, Andreas
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2019 [Symposium: IEEE International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy, Apr 11, 2019]
2018
Buchbeitrag
Portable spelling corrector for a less - resourced language - amharic
Gezmu, Andargachew Mekonnen; Nürnberger, Andreas; Seyoum, Binyam Ephrem
In: LREC 2018 - Paris : European Language Resources Association, ELRA, S. 4127-4132 [Konferenz: Eleventh International Conference on Language Resources and Evaluation : May 7-12, 2018, Miyazaki, Japan]
The power of ensembles for active learning in image classification
Beluch, William H.; Genewein, Tim; Nürnberger, Andreas; Köhler, Jan M.
In: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition - Piscataway, NJ : IEEE . - 2018$p [Konferenz: IEEE/CVF Conference on Computer Vision and Pattern Recognition, Salt Lake City, UT, USA, 18-23 June 2018]
Automatic recognition of common Arabic handwritten words based on OCR and N-GRAMS
Dinges, Laslo; Hamadi, Ayoub; Elzobi, Moftah; Nürnberger, Andreas
In: IEEE Xplore digital library / Institute of Electrical and Electronics Engineers - New York, NY : IEEE . - 2018, S. 3625-3629 [Konferenz: 2017 IEEE International Conference on Image Processing (ICIP), Beijing, China]
Significance of feature differences in the distinction of mental-load
Weißkirchen, Norman; Böck, Ronald; Wendemuth, Andreas; Nürnberger, Andreas
In: SMC 2018 / IEEE International Conference on Systems, Man, and Cybernetics , 2018 - Piscataway, NJ : IEEE ; Hata, Yutaka, S. 2604-2609 [Konferenz: 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC, Miyazaki, Japan, 7-10 October 2018]
Contemporary amharic corpus - automatically morpho-syntactically tagged amharic corpus
Gezmu, Andargachew Mekonnen; Seyoum, Binyam Ephrem; Gasser, Michael; Nürnberger, Andreas
In: The 27th International Conference on Computational Linguistics - proceedings of the First Workshop on Linguistic Resources for Natural Language Processing (LR4NLP-2018) , 2018 - Stroudsburg, PA : Association for Computational Linguistics (ACL), S. 65-70 [Workshop: First Workshop on Linguistic Resources for Natural Language Processing, LR4NLP-2018,Santa Fe, New Mexico, USA, August 20, 2018]
Exploration of web search results based on the formal concept analysis
Butka, Peter; Low, Thomas; Kotzyba, Michael; Haun, Stefan; Nürnberger, Andreas
In: Semantic Keyword-Based Search on Structured Data Sources - Cham : Springer International Publishing ; Szymański, Julian . - 2018, S. 123-135 - (Lecture Notes in Computer Science; 10546) [Konferenz: 3rd International KEYSTONE Conference, IKC 2017, Gdańsk, Poland, September 11-12, 2017]
Dissertation
On the application of hidden Markov models for signal decoding in the context of brain computer interfaces
Pfeiffer, Tim; Rose, Georg; Nürnberger, Andreas; Hinrichs, Hermann
In: Magdeburg, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Elektrotechnik und Informationstechnik 2018, xii, 159 Seiten [Literaturverzeichnis: Seite 139-146][Literaturverzeichnis: Seite 139-146]
Monografiebeitrag
The effect of motivational goals on information search for tasks of varying complexity levels
Kotzyba, Michael; Schwerdt, Johannes; Gossen, Tatiana; Krippl, Martin; Nürnberger, Andreas
In: SMC 2018 / IEEE International Conference on Systems, Man, and Cybernetics , 2018 - Piscataway, NJ : IEEE ; Hata, Yutaka, S. 2602-2607
Nicht begutachteter Zeitschriftenartikel
A parallel corpus for amharic–english machine translation
Gezmu, Andargachew Mekonnen; Nürnberger, Andreas; Bati, Tesfaye Bayu
In: Magdeburg: Fakultät für Informatik, Otto-von-Guericke-Universität Magdeburg, 2018, 1 Online-Ressource (5 Seiten, 0,5 MB) - (Technical Report; Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik; 004-2018)
2017
Artikel in Zeitschrift
Inferring user's search activity using interaction logs and gaze data
Schwerdt, Johannes; Kotzyba, Michael; Nürnberger, Andreas
In: 2017 International Conference on Companion Technology (ICCT) , 2017 - [Piscataway, NJ] : IEEE ; International Conference on Companion Technology (2.:2017)
Buchbeitrag
Identifying innovative documents - quo vadis?
Schröter, Ivonne; Krüger, Jacob; Ludwig, Philipp; Thiel, Marcus; Nürnberger, Andreas; Leich, Thomas
In: Proceedings of the 19th International Conference on Enterprise Information Systems, Volume 1 / Institute for Systems and Technologies of Information, Control and Communication - SCITEPRESS ; Hammoudi, Slimane . - 2017, S. 653-658 [Konferenz: 19th International Conference on Enterprise Information Systems, ICEIS 2017, Porto, Portugal, April 26 - 29, 2017]
Modeling aspects in human-computer interaction - adaptivity, user characteristics and evaluation
Gossen, Tatiana; Siegert, Ingo; Nürnberger, Andreas; Hartmann, Kim; Kotzyba, Michael; Wendemuth, Andreas
In: Companion technology - Cham : Springer ; Biundo-Stephan, Susanne *1955-* . - 2017, S. 57-58
Exploring large movie collections - comparing visual berrypicking and traditional browsing
Low, Thomas; Hentschel, Christian; Stober, Sebastian; Sack, Harald; Nürnberger, Andreas
In: MultiMedia Modeling - Cham : Springer . - 2017, S. 198-208 [Kongress: 23rd International Conference, MMM 2017, Reykjavik, Iceland, January 4-6, 2017]
The effect of SIFT features properties in descriptors matching for near-duplicate retrieval tasks
Ahmad Alyosef, Afra'a; Nürnberger, Andreas
In: ICPRAM 2017 , 2017 - [Setúbal] : SCITEPRESS - Science and Technology Publications, Lda., S. 703-710 [Kongress: International Conference on Pattern Recognition Applications and Methods, ICPRAM 2017, Porto, Portugal, 24-26 February, 2017]
Towards identifying user intentions in exploratory search using gaze and pupil tracking
Low, Thomas; Bubalo, Nikola; Gossen, Tatiana; Kotzyba, Michael; Brechmann, André; Huckauf, Anke; Nürnberger, Andreas
In: Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval - New York, NY : ACM, Association for Computing Machinery, S. 273-276 [Kongress: 2017 Conference on Conference Human Information Interaction and Retrieval : Oslo, Norway, March 07 - 11, 2017]
Model-based frameworks for user adapted information exploration - an overview
Kotzyba, Michael; Gossen, Tatiana; Stober, Sebastian; Nürnberger, Andreas
In: Companion technology - Cham : Springer ; Biundo-Stephan, Susanne *1955-* . - 2017, S. 37-56
Web-retrieval supported argument space exploration
Thiel, Marcus; Ludwig, Philipp; Mossakowski, Till; Neuhaus, Fabian; Nürnberger, Andreas
In: Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval - New York, NY : ACM, Association for Computing Machinery, S. 309-312 [Kongress: 2017 Conference on Conference Human Information Interaction and Retrieval : Oslo, Norway, March 07 - 11, 2017]
Professional collaborative information seeking - towards traceable search and creative sensemaking
Stange, Dominic; Kotzyba, Michael; Nürnberger, Andreas
In: Transactions on Computational Collective Intelligence XXVI - Cham : Springer . - 2017, S. 1-25 - (Lecture Notes in Computer Science; 10190)
Interpreting and leveraging browser interaction for exploratory search tasks
Stange, Dominic; Kotzyba, Michael; Langer, Stefan; Nürnberger, Andreas
In: Proceedings of the 19th International Conference on Enterprise Information Systems, Volume 3 / Institute for Systems and Technologies of Information, Control and Communication - SCITEPRESS . - 2017, S. 191-197 [Kongress: 19th International Conference on Enterprise Information Systems, Porto, Portugal, April 26 - 29, 2017]
Near-duplicate retrieval - a benchmark study of modified SIFT descriptors
Ahmad Alyosef, Afra'a; Nürnberger, Andreas
In: Pattern Recognition Applications and Methods - Cham : Springer . - 2017, S. 121-138 - (Lecture Notes in Computer Science; 10163) [Kongress: 5th International Conference, ICPRAM 2016, Rome, Italy, February 24-26, 2016]
Unsupervised extraction of conceptual keyphrases from abstracts
Ludwig, Philipp; Thiel, Marcus; Nürnberger, Andreas
In: Semantic Keyword-Based Search on Structured Data Sources - Cham : Springer . - 2017, S. 37-48 - (Lecture Notes in Computer Science; 10151) [Kongress: 2nd International KEYSTONE Conference, IKC 2016, Cluj-Napoca, Romania, 8 - 9 September 2016]
Begutachteter Zeitschriftenartikel
Search engine for children - user-centered design
Gossen, Tatiana; Kotzyba, Michael; Nürnberger, Andreas
In: Datenbank-Spektrum - Berlin : Springer, Bd. 17 (2017), Heft 1, S. 61-67
Herausgeberschaft
Frontiers in Computational Intelligence
Mostaghim, Sanaz; Nürnberger, Andreas; Borgelt, Christian
In: [s.l.]: Springer International Publishing AG 2018, Online-Ressource (IX, 143 p. 43 illus., 32 illus. in color, online resource) - (Studies in Computational Intelligence; 739; SpringerLink; Bücher), ISBN: 978-3-319-67789-7
Frontiers in Computational Intelligence
Mostaghim, Sanaz; Nürnberger, Andreas; Borgelt, Christian
In: [s.l.] Springer International Publishing AG 2018, 2017, 1 Online-Ressource - (Studies in computational intelligence; 739)
Monografiebeitrag
Exploration or fact-finding - inferring user's search activity just in time
Kotzyba, Michael; Gossen, Tatjana; Schwerdt, Johannes; Nürnberger, Andreas
In: Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval - New York, NY : ACM, Association for Computing Machinery ; Nordlie, Ragnar, S. 87-96
Nicht begutachteter Zeitschriftenartikel
Manually annotated spelling error corpus for amharic
Gezmu, Andargachew Mekonnen; Seyoum, Binyam Ephrem; Lema, Tirufat Tesifaye; Nürnberger, Andreas
In: Magdeburg: Fakultät für Informatik, Otto-von-Guericke-Universität Magdeburg, 2017, 1 Online-Ressource (15 ungezählte Seiten, 0,42 MB) - (Technical Report; Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik; 001-2017)
2016
Aufsatz
Interaction with interconnected data in participatory processes
Schütz, Lars; Helbig, Dirk; Bade, Korinna; Pietsch, Matthias; Nürnberger, Andreas; Richter, Andreas
In: REAL CORP 2016 - Wien : CORP - Competence Center of Urban and Regional Planning, S. 401-410
Buchbeitrag
Context-aware restaurant recommendation for natural language queries - a formative user study in the automotive domain
Fischer, Philipp; Styp von Rekowski, Cornelius; Nürnberger, Andreas
In: INTERSPEECH 2016 - International Speech and Communication Association ; Morgan, Nelson, S. 3066-3070 [Kongress: Interspeech 2016, San Francisco, 8-12 Sep., 2016]
Adapted SIFT descriptor for improved near duplicate retrieval
Alyosef, Afra'a Ahmad; Nürnberger, Andreas
In: Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods (ICPRAM-2016) - [Setúbal] : SCITEPRESS, S. 55-64 [Kongress: 5th International Conference on Pattern Recognition Applications and Methods (ICPRAM-2016), Rome, February 24-26, 2016]
2015
Buchbeitrag
Knowledge journey exhibit - towards age-adaptive search user interfaces
Gossen, Tatiana; Kotzyba, Michael; Nürnberger, Andreas
In: Advances in Information Retrieval / Hanbury , Allan - Cham [u.a.] : Springer ; Hanbury, Allan . - 2015, S. 781-784 - (Lecture notes in computer science; 9022) Kongress: ECIR 37 Vienna, Austria 2015.03.29-04.02
When experts collaborate - sharing search and domain expertise within an organization
Stange, Dominic; Nürnberger, Andreas
In: Proceedings of the 15th International Conference on Knowledge Technologies and Data-Driven Business - New York, NY : ACM - 2015, Art. No. 45
Ontology-supported exploratory search for physical training exercises
Kotzyba, Michael; Ponomaryov, Denis; Low, Thomas; Thiel, Marcus; Glimm, Birte; Nürnberger, Andreas
In: CEUR workshop proceedings - Aachen, Germany : RWTH Aachen, Bd. 1486 (2015), insges. 4 S. Kongress: ISWC-P&D 2015 Bethlehem, PA, USA 2015.10.01
Projekt partiMAN - neue Ansätze zur aktiven Partizipation in Entscheidungsprozessen
Schütz, Lars; Helbig, Dirk; Bade, Korinna; Pietsch, Matthias; Richter, Andreas; Nürnberger, Andreas
In: Beteiligen * kommunizieren * partizipieren - KAT-Fachforum Digitales Planen und Gestalten 2015 : Tagungsband , 2015 - Aachen : Shaker Verlag, S. 72-88 Kongress: KAT-Fachforum DIGITALES PLANEN und GESTALTEN 2015 Dessau 2015.06.04
Professional collaborative information seeking - on traceability and creative sensemaking
Nürnberger, Andreas; Stange, Dominic; Kotzyba, Michael
In: Semantic keyword-based search on sstructured data sources . - 2015, S. 1-16 - (Lecture notes in computer science; 9398) [Kongress: First COST Action IC1302 International KEYSTONE Conference, IKC 2015, Coimbra, Portugal, September 8-9, 2015]
Collaborative knowledge acquisition and exploration in technology search
Stange, Dominic; Nürnberger, Andreas; Heyn, Holger
In: Wissensgemeinschaften in Wirtschaft und Wissenschaft - Dresden : TUDpress ; Köhler, Thomas *1966-* . - 2015, S. 243-249
Begutachteter Zeitschriftenartikel
Exploratory voice-controlled search for young users - Challenges & Potential Benefits
Kotzyba, Michael; Siegert, Ingo; Gossen, Tatiana; Wendemuth, Andreas; Nürnberger, Andreas
In: Kognitive Systeme - Duisburg : DuEPublico, Duisburg-Essen Publication Online, Universität Duisburg-Essen . - 2015, Heft 1, insges. 10 S.
Anforderungen und Verhalten junger Nutzer bei der Informationssuche - ein Überblick
Gossen, Tatiana; Kotzyba, Michael; Nürnberger, Andreas
In: Information - Wissenschaft und Praxis - Frankfurt, Main : DGI, Bd. 66 (2015), Heft 1, S. 57-64
Introduction to the focussed issue on Semantic Digital Archives
Risse, Thomas; Predoiu, Livia; Mitschick, Annett; Nürnberger, Andreas; Ross, Seamus
In: International journal on digital libraries - Berlin : Springer, Bd. 15 (2015), Heft 2, S. 71-72
Dissertation
Towards effective research-paper recommender systems and user modeling based on mind maps
Beel, Jöran; Nürnberger, Andreas; Turowski, Klaus
In: Magdeburg, Univ., Fak. für Informatik, Diss., 2015, XVI, 307 S.
Targeted search engines for children - search user interfaces and information-seeking behaviour
Gossen, Tatiana; Nürnberger, Andreas
In: Magdeburg, Univ., Fak. für Informatik, Diss., 2015, XIX, 240 S.
Herausgeberschaft
Proceedings of the 5th International Workshop on Semantic Digital Archives (SDA 2015) - held as part of the 19th International Conference on Theory and Practice of Digital Libraries (TPDL 2015) : September 18, 2015 in Poznan, Poland
Risse, Thomas; Predoiu, Livia; Nürnberger, Andreas; Ross, Seamus
In: Aachen: RWTH Aachen, 2015, 1 Online-Ressource - (CEUR workshop proceedings; vol-1529) Kongress: International Conference on Theory and Practice of Digital Libraries (TPDL) 19 Poznan, Poland 2015.09.14-18
Artikel in Kongressband
A framework for FCA-based exploratory web search
Butka, Peter; Low, Thomas; Kotzyba, Michael; Haun, Stefan; Nürnberger, Andreas
In: Proceedings of the 1st International Symposium on Companion-Technology (ISCT 2015), S. 131-136 Kongress: International Symposium on Companion-Technology, ISCT 1 Ulm 2015.09.23-25
2014
Aufsatz
Hierarchical constraints
Bade, Korinna; Nürnberger, Andreas
In: Machine learning - Dordrecht [u.a.] : Springer Science + Business Media B.V, Bd. 94 (2014), Heft 3, S. 371-399
Buchbeitrag
Usability and perception of young users and adults on targeted web search engines
Gossen, Tatiana; Höbel, Juliane; Nürnberger, Andreas
In: Proceedings of the 5th Information Interaction in Context Symposium - New York, NY: ACM, 2014 . - 2014, S. 18-27
Visual berrypicking in large image collections
Low, Thomas; Hentschel, Christian; Stober, Sebastian; Sack, Harald; Nürnberger, Andreas
In: Proceedings of the 8th Nordic Conference on Human-Computer Interaction: fun, fast, foundational: Helsinki, Finland - October 26 - 30, 2014 - New York, NY: ACM, S. 1043-1046
Search result visualization with characters for children
Gossen, Tatiana; Müller, Rene; Stober, Sebastian; Nürnberger, Andreas
In: IDC '14: proceedings of the International Conference on Interaction Design and Children - New York, NY: ACM, S. 125-134, 2014Kongress: IDC '14 : (Aarhus, Denmark) : 2014.06.17-20
Persistent e-mail identification is viable!
Haun, Stefan; Nürnberger, Andreas
In: CEUR workshop proceedings - Aachen, Germany: RWTH Aachen, Bd. 1306 (2014), S. 28-37
An exploratory search user Interface concept supporting vague querying and a novel result representation
Lüddecke, Timo; Jüttner, Markus; Nitsche, Marcus; Nürnberger, Andreas
In: Beyond Single-Shot Text Queries: Bridging the Gap(s) between Research Communities: MindTheGap 2014 : proceedings of the Workshop "Beyond single-shot text queries: bridging the gap(s) between research communities", co-located with iConference 2014, Berlin, Germany, March 4, 2014/ Beyond Single-Shot Text Queries: Bridging the Gap(s) between Research Communities - Aachen, Germany: RWTH Aachen; Kruschwitz, Udo . - 2014, S. 51-56 - (CEUR workshop proceedings; 1131)Kongress: MindTheGap (Berlin : 2014.03.04)
A comparative study about children's and adults' perception of targeted web search engines
Gossen, Tatiana; Höbel, Juliane; Nürnberger, Andreas
In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems - New York, NY : ACM . - 2014, S. 1821-1824 Kongress: CHI '14 Toronto, Canada 2014.04.26-05.01
My first search user interface
Gossen, Tatiana; Nitsche, Marcus; Nürnberger, Andreas
In: Advances in Information Retrieval / Rijke , Maarten - Cham [u.a.] : Springer ; Rijke, Maarten . - 2014, S. 746-749 - (Lecture Notes in Computer Science; 8416) Kongress: ECIR 2014 36 Amsterdam 04.13-14
Search Maps - enhancing traceability and overview in collaborative information seeking
Stange, Dominic; Nürnberger, Andreas
In: Advances in Information Retrieval / Rijke , Maarten - Cham [u.a.] : Springer ; Rijke, Maarten . - 2014, S. 763-766 - (Lecture Notes in Computer Science; 8416) Kongress: ECIR 2014 36 Amsterdam 04.13-14
Begutachteter Zeitschriftenartikel
The architecture and datasets of docear's research paper recommender system
Beel, Joeran; Langer, Stefan; Gipp, Bela; Nürnberger, Andreas
In: D-lib magazine - [Erscheinungsort nicht ermittelbar] : Corp., Bd. 20 (2014), Heft 11/12
Herausgeberschaft
Adaptive Multimedia Retrieval: Semantics, Context, and Adaptation - 10th International Workshop, AMR 2012, Copenhagen, Denmark, October 24-25, 2012, Revised Selected Papers
Nürnberger, Andreas; Stober, Sebastian; Larsen, Birger; Detyniecki, Marcin
In: Cham [u.a.]: Springer, 2014, Online-Ressource (X, 291 p. 98 illus, online resource) - (Lecture Notes in Computer Science; 8382; SpringerLink; Bücher), ISBN: 978-3-319-12093-5 Kongress: International Workshop on Adaptive Multimedia Retrieval 10 Copenhagen 2012.10.24-25[Literaturangaben]
Adaptive multimedia retrieval - semantics, context, and adaptation ; 10th international workshop, AMR 2012, Copenhagen, Denmark, October 24 - 25, 2012 ; revised selected papers
Nürnberger, Andreas; Stober, Sebastian; Larsen, Birger; Detyniecki, Marcin
In: Cham [u.a.]: Springer, 2014, Online-Ressource (X, 290 S.) - (Lecture notes in computer science; 8382), ISBN: 978-3-319-12093-5 Kongress: International Workshop on Adaptive Multimedia Retrieval 10 Copenhagen 2012.10.24-25
Proceedings of the 4th International Workshop on Semantic Digital Archives (SDA 2014) - held as part of the International Digital Libraries Conference (DL2014), September 12, 2014 in London, UK
Risse, Thomas; Predoiu, Livia; Nürnberger, Andreas; Ross, Seamus
In: Aachen, Germany: RWTH Aachen, 2014, 1 Online Ressource (PDF-Datei: VIII, 60 Seiten, 6,66 MB), Illustrationen - (CEUR workshop proceedings; vol-1306)Kongress: International Workshop on Semantic Digital Archives 4 (London : 2014.09.12)
Artikel in Kongressband
Web-based demonstration of semantic similarity detection using citation pattern visualization for a cross language plagiarism case
Gipp, Bela; Meuschke, Norman; Breitinger, Corinna; Pitmann, Jim; Nürnberger, Andreas
In: Special Session on Information Systems Security within proceedings of the 16th International Conference on Enterprise Information Systems (ICEIS 2014) - SCITEPRESS, S. 677-683Kongress: ICEIS 2014 16 (Lisbon, Portugal : 2014.04.27-30)
Capturing "Knowledge Gain" in collaborative search with concept maps
Stange, Dominic; Heyn, Holger; Nürnberger, Andreas
In: Proceedings of the IIiX 2014 Workshop on Searching as Learning (SAL 2014): August 30, 2014, Regensburg, Germany / Luanne Freund ... (eds.): August 30, 2014, Regensburg, Germany - Regensburg, 2014 . - 2014, S. 35-39
Originalartikel in begutachteter internationaler Zeitschrift
Graph clusterings with overlaps: Adapted quality indices and a generation model
Gossen, Tatiana; Kotzyba, Michael; Nürnberger, Andreas
In: Neurocomputing, Volume 123, January, 2014, Pages 13-22
2013
Buchbeitrag
COST actions and digital libraries - between sustaining best practices and unleashing further potential
Driscoll, Matthew J.; Stübner, Ralph; Ebrahimi, Touradj; Foulonneau, Muriel; Nürnberger, Andreas; Scharnhorst, Andrea; Springer, Joie
In: Research and Advanced Technology for Digital Libraries / Aalberg , Trond - Berlin, Heidelberg : Springer ; Aalberg, Trond . - 2013, S. 478-479 - (Lecture notes in computer science; 8092) Kongress: TPDL 2013 Valletta, Malta 2013.09.22-26
Research paper recommender system evaluation: a quantitative literature survey
Beel, Joeran; Langer, Stefan; Genzmehr, Marcel; Gipp, Bela; Breitinger, Corinna; Nürnberger, Andreas
In: Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation, RepSys '13 - New York, NY : ACM ; Bellogín, Alejandro . - 2013, S. 15-22 Kongress: RepSys '13 Hong Kong, China 2013.10.12
Persistence in recommender systems - giving the same recommendations to the same users multiple times
Beel, Jöran; Langer, Stefan; Genzmehr, Marcel; Nürnberger, Andreas
In: Research and Advanced Technology for Digital Libraries / Aalberg , Trond - Berlin, Heidelberg : Springer ; Aalberg, Trond . - 2013, S. 386-390 - (Lecture notes in computer science; 8092) Kongress: TPDL 2013 Valletta, Malta 2013.09.22-26
Demonstration of citation pattern analysis for plagiarism detection
Gipp, Bela; Meuschle, Norman; Breitinger, Corinna; Lipinski, Mario Kai; Nürnberger, Andreas
In: Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval / Jones , Gareth J. F. - New York, NY : ACM ; Jones, Gareth J. F. . - 2013, S. 1119-1120
About Rudolf Kruse and his research group on computational intelligence
Moewes, Christian; Nürnberger, Andreas
In: Computational Intelligence in Intelligent Data Analysis/ Moewes - Berlin, Heidelberg: Springer; Moewes, Christian . - 2013, S. 301-304 - (Studies in computational intelligence; 445)