Alle Publikationen

2024

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.

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.

Dissertation

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

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

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

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)

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

Buchbeitrag

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

Buchbeitrag

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)

Buchbeitrag

Acoustic inter- and intra-room similarity based on room acoustic parameters

Treybig, Lukas; Höbel-Müller, Juliane; Werner, Stephanie; Nürnberger, Andreas

In: Engineering for a changing world - Ilmenau : ilmedia ; Sattler, Kai-Uwe *1968-* . - 2023, S. 1-15, Artikel 5.2.136

Buchbeitrag

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

Buchbeitrag

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.

Buchbeitrag

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.

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.

Buchbeitrag

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.

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

Morpheme-based neural machine translation models for low-resource fusion languages

Gezmu, Andargachew Mekonnen; Nürnberger, Andreas

In: ACM transactions on Asian and low-resource language information processing / Association for Computing Machinery - New York, NY : ACM, Bd. 22 (2023), Heft 9, Artikel 231, insges. 13 S.

Begutachteter Zeitschriftenartikel

Sinogram upsampling using Primal-Dual UNet for undersampled CT and radial MRI reconstruction

Ernst, Philipp; Chatterjee, Soumick; Rose, Georg; Speck, Oliver; Nürnberger, Andreas

In: Neural networks - Amsterdam : Elsevier, Bd. 166 (2023), S. 704-721

Begutachteter Zeitschriftenartikel

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

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

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

Dissertation

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]

Dissertation

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) [Literaturverzeichnis: Seite 203-212][Literaturverzeichnis: Seite 203-212]

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]

Dissertation

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]

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

Artikel in Kongressband

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.

Artikel in Kongressband

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.

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]

Artikel in Kongressband

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

2022

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, Artikel S04-576 [Forum: FENS Forum 2022, Paris, France, 09-13.07.2022]

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]

Buchbeitrag

A survey of context-aware cross-digital library personalization

Nika, Ana; Catarci, Tiziana; Ioannidis, Yannis; Katifori, Akrivi; Koutrika, Georgia; Manola, Natalia; Nürnberger, Andreas; Thaller, Manfred

In: Adaptive multimedia retrieval - context, exploration, and fusion ; 8th international workshop, AMR 2010, Linz, Austria, August 17 - 18, 2010 ; revised selected papers - Berlin [u.a.] : Springer . - 2011, S. 16-30

Buchbeitrag

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]

Buchbeitrag

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]

Buchbeitrag

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]

Buchbeitrag

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]

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]

Begutachteter Zeitschriftenartikel

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

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.

Begutachteter Zeitschriftenartikel

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

Begutachteter Zeitschriftenartikel

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.

Begutachteter Zeitschriftenartikel

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.

Begutachteter Zeitschriftenartikel

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

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]

Dissertation

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]

Dissertation

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]

Dissertation

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]

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

Artikel in Kongressband

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]

Artikel in Kongressband

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]

Artikel in Kongressband

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]

Artikel in Kongressband

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 [Konferenz: 30th ACM Conference on User Modeling, Adaptation and Personalization,Barcelona, Spain, July 4 - 7, 2022]

Artikel in Kongressband

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]

Artikel in Kongressband

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]

Artikel in Kongressband

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]

Artikel in Kongressband

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]

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]

Artikel in Kongressband

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]

Artikel in Kongressband

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.

Nicht begutachteter Zeitschriftenartikel

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: De.arxiv.org - [S.l.] : Arxiv.org . - 2022, Artikel 2207.10167, insges. 16 S.

Nicht begutachteter Zeitschriftenartikel

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.

Nicht begutachteter Zeitschriftenartikel

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.

Nicht 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: De.arxiv.org - [S.l.] : Arxiv.org . - 2022, Artikel 2202.05355, insges. 12 S.

Nicht begutachteter Zeitschriftenartikel

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.

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]

Abstract

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

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]

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]

Buchbeitrag

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]

Buchbeitrag

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]

Buchbeitrag

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]

Buchbeitrag

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]

Buchbeitrag

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)

Buchbeitrag

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]

Buchbeitrag

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]

Buchbeitrag

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]

Buchbeitrag

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]

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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]

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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.

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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]

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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

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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

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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.

Monografiebeitrag

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.

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.

Artikel in Kongressband

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]

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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]

Artikel in Kongressband

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]

Artikel in Kongressband

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]

Artikel in Kongressband

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]

Artikel in Kongressband

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: Medical Imaging with Deep Learning - OpenReview.net . - 2021, insges. 3 S. [Konferenz: Medical Imaging with Deep Learning, MIDL 2021, Lübeck, Germany, 7. Juli 2021]

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]

Artikel in Kongressband

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]

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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]

Artikel in Kongressband

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]

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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]

Artikel in Kongressband

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]

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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

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

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

In: De.arxiv.org - [S.l.] : Arxiv.org . - 2021, S. 1-15, Artikel 2103.09203

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Sinogram upsampling using primal-dual UNet for undersampled CT and radial MRI reconstruction

Ernst, Philipp; Chatterjee, Soumick; Rose, Georg; Speck, Oliver; Nürnberger, Andreas

In: De.arxiv.org - [S.l.] : Arxiv.org . - 2021, Artikel 2112.13443, insges. 20 S.

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

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

In: De.arxiv.org - [S.l.] : Arxiv.org . - 2021, Artikel 2110.08429, insges. 15 S.

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Classification of brain tumours in MR images using deep spatiospatial models

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

In: De.arxiv.org - [S.l.] : Arxiv.org . - 2021, Artikel 2105.14071, insges. 12 S.

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]

Buchbeitrag

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]

Buchbeitrag

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]

Buchbeitrag

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]

Buchbeitrag

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]

Buchbeitrag

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]

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

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]

Artikel in Kongressband

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]

Artikel in Kongressband

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]

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]

Artikel in Kongressband

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]

Artikel in Kongressband

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]

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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

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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

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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 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]

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]

Buchbeitrag

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]

Buchbeitrag

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]

Buchbeitrag

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 [Konferenz: IEEE International Conference on Systems, Man, and Cybernetics, IEEE SMC 2019, 6-9 October 2019, Bari Italy]

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]

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]

Artikel in Kongressband

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

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]

Buchbeitrag

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]

Buchbeitrag

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]

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]

Buchbeitrag

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]

Buchbeitrag

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 [Konferenz: 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC, Miyazaki, Japan, 7-10 October 2018]

Buchbeitrag

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]

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]

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

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]

Buchbeitrag

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]

Buchbeitrag

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]

Buchbeitrag

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]

Buchbeitrag

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]

Buchbeitrag

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]

Buchbeitrag

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

Buchbeitrag

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

Buchbeitrag

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]

Buchbeitrag

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)

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]

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

Herausgeberschaft

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

Buchbeitrag

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]

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]

Buchbeitrag

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 [Kongress: 21st International Conference on Urban Planning, Regional Development and Information Society, REAL CORP 2016, Hamburg, 22-24 June, 2016]

2015

Buchbeitrag

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

Buchbeitrag

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

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

Buchbeitrag

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]

Buchbeitrag

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

Buchbeitrag

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

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.

Begutachteter Zeitschriftenartikel

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

Begutachteter Zeitschriftenartikel

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

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.

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.

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

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

Buchbeitrag

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)

Buchbeitrag

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

Buchbeitrag

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

Buchbeitrag

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

Buchbeitrag

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

Buchbeitrag

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

Buchbeitrag

Persistent e-mail identification is viable!

Haun, Stefan; Nürnberger, Andreas

In: CEUR workshop proceedings - Aachen, Germany: RWTH Aachen, Bd. 1306 (2014), S. 28-37

Begutachteter Zeitschriftenartikel

Hierarchical constraints

Bade, Korinna; Nürnberger, Andreas

In: Machine learning - Dordrecht [u.a.]: Springer Science + Business Media B.V, 1986, Bd. 94.2014, 3, S. 371-399

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: the magazine of digital library research - [S.l.]: Corp., Bd. 20.2014, 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, 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

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]

Herausgeberschaft

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

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

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)

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

Exploring technical documents - a prototype study

Nitsche, Marcus; Haun, Stefan; Nürnberger, Andreas

In: HCI International 2013 - Posters Extended Abstracts: International Conference, HCI International 2013, Las Vegas, NV, USA, July 21-26, 2013, Proceedings, Part II / edited by Constantine Stephanidis/ Stephanidis - Berlin, Heidelberg: Springer; Stephanidis, Constantine . - 2013, S. 445-449 - (Communications in Computer and Information Science; 374)Kongress: HCI International (Las Vegas, Nev. : 2013.07.21-26)

Buchbeitrag

QUEST - querying complex information by direct manipulation

Nitsche, Marcus; Nürnberger, Andreas

In: Human interface and the management of information ; Pt. 1:Information and interaction design - Berlin [u.a.]: Springer; Yamamoto, Sakae . - 2013, S. 240-249 - (Lecture notes in computer science; 8016)Kongress: HCI International 15 (Las Vegas, Nev. : 2013.07.21-26)

Buchbeitrag

Evolving search user interfaces

Gossen, Tatiana; Nitsche, Marcus; Nürnberger, Andreas

In: CEUR workshop proceedings - Aachen, Germany: RWTH Aachen, Bd. 1033 (2013), S. 31-34Kongress: European Workshop on Human-Computer Interaction and Information Retrieval 3 (Dublin : 2013.08.01)

Buchbeitrag

Dynamics in search user interfaces

Nitsche, Marcus; Uhde, Florian; Haun, Stefan; Nürnberger, Andreas

In: CEUR workshop proceedings - Aachen, Germany: RWTH Aachen, Bd. 1033 (2013), S. 47-50Kongress: European Workshop on Human-Computer Interaction and Information Retrieval 3 (Dublin : 2013.08.01)

Buchbeitrag

Demonstration of citation pattern analysis for plagiarism detection

Gipp, Bela; Meuschle, Norman; Breitinger, Corinna; Lipinski, Mario; Nürnberger, Andreas

In: Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval/ Jones - New York, NY: ACM; Jones, Gareth J. F. . - 2013, S. 1119-1120

Buchbeitrag

Gaze-based Landmarks to support re-finding information on the web

Hempel, Julia; Nitsche, Marcus; Haun, Stefan; Nürnberger, Andreas

In: Mensch & Computer 2013 ; [1]:Tagungsband - München: Oldenbourg . - 2013, S. 353-356

Buchbeitrag

Introducing Docear's research paper recommender system

Beel, Jöran; Langer, Stefan; Genzmehr, Marcel; Nürnberger, Andreas

In: Proceedings of the 13th ACMIEEE-CS joint conference on Digital libraries / Downie , J. Stephen - New York, NY : ACM ; Downie, J. Stephen . - 2013, S. 459-460

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

Buchbeitrag

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

Buchbeitrag

The impact of demographics (age and gender) and other user-characteristics on evaluating recommender systems

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. 396-400 - (Lecture notes in computer science; 8092) Kongress: TPDL 2013 Valletta, Malta 2013.09.22-26

Buchbeitrag

Sprachgesteuerte Benutzerschnittstellen zur Suche für junge Nutzer

Gossen, Tatiana; Kotzyba, Michael; Stober, Sebastian; Nürnberger, Andreas

In: Informatik 2013 - Informatik angepasst an Mensch, Organisation und Umwelt - Bonn: Ges. für Informatik; Horbach, Matthias . - 2013, S. 113 - 115 - (GI Edition; Proceedings; 220)Kongress: Tagung Informatik 2013 (Koblenz : 2013.09.16-20)

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