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)

Letzte Änderung: 15.02.2024 - Ansprechpartner: