2021
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]
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]
Anderes Material
Software product-line evaluation in the large
Lindohf, Robert; Krüger, Jacob; Herzog, Erik; Berger, Thorsten
In: Empirical software engineering - Dordrecht [u.a.] : Springer Science + Business Media B.V, Bd. 26 (2021), Artikel 30, insges. 41 S.
Aufsatz
An investigation of alternatives to transform protein sequence databases to a columnar index schema
Zoun, Roman; Schallert, Kay; Broneske, David; Trifonova, Ivayla; Chen, Xiao; Heyer, Robert; Benndorf, Dirk; Saake, Gunter
In: Algorithms - Basel : MDPI, Bd. 14 (2021), Heft 2, Artikel 59, insges. 16 S.
MPA_Pathway_Tool - user-friendly, automatic assignment of microbial community data on metabolic pathways
Walke, Daniel; Schallert, Kay; Ramesh, Prasanna; Benndorf, Dirk; Lange, Emanuel; Reichl, Udo; Heyer, Robert
In: International journal of molecular sciences - Basel : Molecular Diversity Preservation International, Bd. 22 (2021), Heft 20, Artikel 10992, insges. 12 S.
Fecal metaproteomics reveals reduced gut inflammation and changed microbial metabolism following lifestyle-induced weight loss
Biemann, Ronald; Buß, Enrico; Benndorf, Dirk; Lehmann, Theresa; Schallert, Kay; Püttker, Sebastian; Reichl, Udo; Isermann, Berend; Schneider, Jochen; Saake, Gunter; Heyer, Robert
In: Biomolecules - Basel : MDPI - Vol.11.2021, 5, 726, insgesamt 13 Seiten
Buchbeitrag
Towards a systematic requirements engineering for IT system-based business simulation games
Häusler, Robert; Tröger, Marcus; Staegemann, Daniel; Volk, Matthias; Turowski, Klaus
In: CSEDU 2021 ; Volume 1 , 2021 - [Setúbal, Portugal] : SCITEPRESS - Science and Technology Publications, Lda. ; Csapó, Beno, S. 386-391 [Konferenz: 13th International Conference on Computer Supported Education, CSEDU 2021, online, 23 - 25 April 2021]
A semi-automated HTTP traffic analysis for online payments for empowering security, forensics and privacy analysis
Ezennaya-Gomez, Salatiel; Kiltz, Stefan; Krätzer, Christian; Dittmann, Jana
In: ARES 2021 - New York, New York : The Association for Computing Machinery, Artikel 61, insges. 8 S. [Konferenz: 16th International Conference on Availability, Reliability and Security, Vienna, Austria, August 176-20, 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]
Information hiding in cyber physical systems - challenges for embedding, retrieval and detection using sensor data of the SWAT dataset
Lamshöft, Kevin; Neubert, Tom; Krätzer, Christian; Vielhauer, Claus; Dittmann, Jana
In: IH & MMSec '21 - New York, NY : The Association for Computing Machinery . - 2021, S. 113-124 [Workshop: 2021 ACM Workshop on Information Hiding and Multimedia Security, IH&MMSec '21, virtual, June 2021]
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]
Towards a unification of treatments and interventions for tinnitus patients - the EU research and innovation action UNITI
Schlee, Winfried; Schoisswohl, Stefan; Staudinger, Susanne; Schiller, Axel; Lehner, Astrid; Langguth, Berthold; Schecklmann, Martin; Simoes, Jorge; Neff, Patrick; Marcrum, Steven C.; Spiliopoulou, Myra; Niemann, Uli; Schleicher, Miro; Unnikrishnan, Vishnu; Puga, Clara; Mulansky, Lena; Pryss, Ruediger; Vogel, Carsten; Allgaier, Johannes; Giannopoulou, Efi; Birki, Katalin; Liakou, Klairi; Cima, Rilana; Vlaeyen, Johan W.S.; Verhaert, Nicolas; Ranson, Saskia; Mazurek, Birgit; Brueggemann, Petra; Boecking, Benjamin; Amarjargal, Nyamaa; Specht, Sandy; Stege, Alexandra; Hummel, Michael; Rose, Matthias; Oppel, Kevin; Dettling-Papargyris, Juliane; Lopez-Escamez, Jose Antonio; Amanat, Sana; Gallego-Martinez, Alvaro; Escalera-Balsera, Alba; Espinosa-Sanchez, Juan Manuel; Garcia-Valdecasas, Juan; Mata-Ferron, Maria; Martin-Lagos, Juan; Martinez-Martinez, Maria; Martinez-Martinez, María Jesús; Müller-Locatelli, Nicolas; Perez-Carpena, Patricia; Alcazar-Beltran, Jorge; Hidalgo-Lopez, Leyre; Vellidou, Eleftheria; Sarafidis, Michalis; Katrakazas, Panagiotis; Kostaridou, Vassileia; Koutsouris, Dimitris; Manta, Rano; Paraskevopoulos, Evangelos; Haritou, Maria; Elgoyhen, Ana Belén; Goedhart, Hazel; Koller, Michael; Shekhawat, Giriraj Singh; Crump, Holger; Hannemann, Ronny; Holfelder, Marc; Oberholzer, Timon; Vontas, Apostolos; Trochidis, Ilias; Moumtzi, Vicky; Cederroth, Christopher R.; Koloutsou, Konstantina; Spanoudakis, George; Basdekis, Ioannis; Gallus, Silvano; Lugo, Alessandra; Stival, Chiara; Borroni, Elisa; Markatos, Nikolaos; Bibas, Athanasios; Kikidis, Dimitris
In: Progress in brain research - Amsterdam [u.a.] : Elsevier, Bd. 260 (2021), S. 441-451
Meta and media data stream forensics in the encrypted domain of video conferences
Altschaffel, Robert; Hielscher, Jonas; Kiltz, Stefan; Dittmann, Jana
In: IH & MMSec '21 - New York, NY : The Association for Computing Machinery . - 2021, S. 23-33 [Workshop: 2021 ACM Workshop on Information Hiding and Multimedia Security, IH&MMSec '21, virtual, June 2021]
Using big data to develop a clinical decision support system for tinnitus treatment
Schlee, Winfried; Langguth, Berthold; Pryss, Rüdiger; Allgaier, Johannes; Mulansky, Lena; Vogel, Carsten; Spiliopoulou, Myra; Schleicher, Miro; Unnikrishnan, Vishnu; Puga, Clara; Manta, Ourania; Sarafidis, Michalis; Kouris, Ioannis; Vellidou, Eleftheria; Koutsouris, Dimitris; Koloutsou, Konstantina; Spanoudakis, George; Cederroth, Christopher; Kikidis, Dimitris
In: The Behavioral Neuroscience of Tinnitus , 1st ed. 2021. - Cham : Springer International Publishing ; Searchfield, Grant D., S. 175-189 - (Current topics in behavioral neurosciences; volume 51)
Artificial steganographic network data generation concept and evaluation of detection approaches to secure industrial control systems against steganographic attacks
Neubert, Tom; Vielhauer, Klaus; Krätzer, Christian
In: ARES 2021 - New York, New York : The Association for Computing Machinery, Artikel 70, insges. 9 S. [Konferenz: 16th International Conference on Availability, Reliability and Security, Vienna, Austria, August 176-20, 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]
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]
Operational security analysis and challenge for IoT solutions
Gao, Yuan; Lou, Xinxin
In: Informatik 2020 - Back to the future - Bonn : Gesellschaft für Informatik e.V. . - 2021, S. 321-331 [Tagung: 50. Jahrestagung der Gesellschaft für Informatik, virtual, 28. September bis 2. Oktober 2020]
Aligning with cybersecurity framework by modelling OT security
Parekh, Mithil; Waerdt, Karl; Tellabi, Asmaa
In: Informatik 2020 - Back to the future - Bonn : Gesellschaft für Informatik e.V. . - 2021, S. 311-319 [Tagung: 50. Jahrestagung der Gesellschaft für Informatik, virtual, 28. September bis 2. Oktober 2020]
User-centric vs whole-stream learning for EMA prediction
Shahania, Saijal; Unnikrishnan, Vishnu; Pryss, Rüdiger; Kraft, Robin; Schobel, Johannes; Hannemann, Ronny; Schlee, Winny; Spiliopoulou, Myra
In: 2021 IEEE 34th International Symposium on Computer-Based Medical Systems / IEEE CBMS , 2021 - Piscataway, NJ : IEEE ; Almeida, João Rafael [Symposium: IEEE 34th International Symposium on Computer-Based Medical Systems, CBMS 2021, virtual, 7-9 June 2021]
Edition des Tagebuchs von Louis Sommerlatte
Fingerhut-Säck, Mareike; Wolff, Ian
In: Bürgerliches Leben in Oranienbaum - das Tagebuch des Kaufmanns Louis Sommerlatte (1813-1862) , Louis - Halle (Saale) : Mitteldeutscher Verlag ; Wolff, Ian *1990-* . - 2021, S. 110-410
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]
Love thy neighbours - a framework for error-driven discovery of useful neighbourhoods for one-step forecasts on EMA data
Unnikrishnan, Vishnu; Shah, Yash; Schleicher, Miro; Fernández-Viadero, Carlos; Strandzheva, Mirela; Velikova, Doroteya; Dimitrov, Plamen; Pryss, Rüdiger; Schobel, Johannes; Schlee, Winfried; Spiliopoulou, Myra
In: 2021 IEEE 34th International Symposium on Computer-Based Medical Systems / IEEE CBMS , 2021 - Piscataway, NJ : IEEE ; Almeida, João Rafael [Symposium: IEEE 34th International Symposium on Computer-Based Medical Systems, CBMS 2021, virtual, 7-9 June 2021]
Enhancing safety and security of digital instrumentation and control system by event aggregation
Altschaffel, Robert; Zhang, Fan; Li, Jianghai; Hielscher, Jonas; Holczer, Tamas; Si, Wen; Lamshöf, Kevin
In: 12th International Topical Meeting on Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies 2021, (NPIC&HMIT 2021) - ANS, American Nuclear Society, S. 1277-1286 [Konferenz: 12th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC&HMIT 2021, Online, June 14-17, 2021]
MaxRI - a method for discovering maximal rare itemsets
Darrab, Sadeq; Broneske, David; Saake, Gunter
In: 2021 4th International Conference on Data Science and Information Technology - New York,NY,United States : Association for Computing Machinery, S. 334-341 [Konferenz: 4th International Conference on Data Science and Information Technology, DSIT 2021, Shanghai, China, July 23-25, 2021]
Analysis of GPU-libraries for rapid prototyping database operations - a look into library support for database operations
Subramanian, Harish Kumar Harihara; Gurumurthy, Bala; Durand, Gabriel Campero; Broneske, David; Saake, Gunter
In: 2021 IEEE 37th International Conference on Data Engineering workshops / IEEE International Conference on Data Engineering , 2021 - Piscataway, NJ : IEEE, S. 36-41 [Workshop: IEEE 37th International Conference on Data Engineering Workshops, ICDEW, Chania, Greece, 19-22 April 2021]
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]
Obsolescence as a future key challenge for data centers
Schulze, Fabian A.; Arndt, Hans-Knud; Feuersenger, Hannes
In: Advances and New Trends in Environmental Informatics , 1st ed. 2021. - Cham : Springer International Publishing ; Kamilaris, Andreas, S. 67-78
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)
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]
IRTEX: Image Retrieval with Textual Explanations
Gupta, Tarun; Kutty, Libin; Gahir, Ritu; Ukwu, Nnamdi; Polley, Sayantan; Thiel, Marcus
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]
Umweltinformatik - Alles Geschmackssache?
Arndt, Hans-Knud
In: Informatik 2020 - Back to the future - Bonn : Gesellschaft für Informatik e.V. . - 2021, S. 269-279 [Tagung: 50. Jahrestagung der Gesellschaft für Informatik, virtual, 28. September bis 2. Oktober 2020]
Applying test driven development in the big data domain - lessons from the literature
Staegemann, Daniel; Volk, Matthias; Lautenschläger, Erik; Pohl, Matthias; Abdallah, Mohammad; Turowski, Klaus
In: International Conference on Information Technology (ICIT) - New York,NY,United States : Association for Computing Machinery . - 2021, S. 511-516 [Konferenz: International Conference on Information Technology, ICIT, Amman, Jordan, 14-15 July 2021]
3D animation of single stage batch distillation for distance learning
Vorhauer, Nicole; Mathew, P.; Gunasekaran, H.; Do, M.; Thalakkotoor, S.; Jayanand, V.; Dhanasekaran, P.; Hegde, C.; Kochupurakkal, B.; Broneske, David
In: EDULEARN21 - [Valencia, Spain] : IATED Academy ; Gómez Chova, Luis . - 2021, S. 476-483 [Konferenz: 13th International Conference on Education and New Learning Technologies, EDULEARN21, Online, 5-6 July, 2021]
A preliminary overview of the situation in big data testing
Staegemann, Daniel; Volk, Matthias; Pohl, Matthias; Häusler, Robert; Nahhas, Abdulrahman; Abdallah, Mohammad; Turowski, Klaus
In: Proceedings of the 6th International Conference on Internet of Things, Big Data and Security. Volume 1 - [Setúbal] : SCITEPRESS - Science and Technology Publications, Lda. ; Wills, Gary . - 2021, S. 296-302 [Konferenz: 6th International Conference on Internet of Things, Big Data and Security, IoTBDS, online, April 23-25, 2021]
Avoiding obsolescence taking usability into account - the augmented reality glasses example
Arndt, Hans-Knud; Feuersenger, Hannes; Klaiber, Nico
In: Environmental Informatics - a bogeyman or saviour to achieve the UN Sustainable Development Goals? : adjunct Proceedings of the 35th edition of the EnviroInfo the long standing and established international and interdisciplinary conference series on leading environmental information and communication technologies : Berlin, Germany, September 27-29, 2021 - Düren : Shake Verlag GmbH, S. 13-21 [Kongress: 35th EnviroInfo 2021, Berlin, Germany, 27.-29. September 2021]
An adaptive scheduling framework for solving multi-objective hybrid flow shop scheduling problems
Nahhas, Abdulrahman; Krist, Marco; Turowski, Klaus
In: Hawaii International Conference on System Sciences 2021 , 2021 - Honolulu, HI : University of Hawai'i at Manoa, Hamilton Library, insges. 10 S.
Legal norm retrieval with variations of the bert model combined with TF-IDF vectorization
Wehnert, Sabine; Sudhi, Viju; Dureja, Shipra; Kutty, Libin; Shahania, Saijal; De Luca, Ernesto William
In: Proceedings of the Eighteenth International Conference on Artificial Intelligence and Law - New York,NY,United States : Association for Computing Machinery ; Maranhão, Juliano . - 2021, S. 285-294 [Konferenz: ICAIL '21: Proceedings of the Eighteenth International Conference on Artificial Intelligence and Law, 21-15 June 2021, São Paulo, Brazil]
Generation of privacy-friendly datasets of latent fingerprint images using generative adversarial networks
Seidlitz, Stefan; Jürgens, Kris; Makrushin, Andrey; Krätzer, Christian; Dittmann, Jana
In: VISIGRAPP 2021 ; Volume 4: VISAPP , 2021 - [Sétubal] : SCITEPRESS - Science and Technology Publications, Lda. ; Farinella, Giovanni Maria, S. 345-352 [Konferenz: 16th International Conference on Computer Vision Theory and Applications, VISAPP, Online, 08.-10.02.2021]
Challenges in data acquisition and management in big data environments
Staegemann, Daniel; Volk, Matthias; Saxena, Akanksha; Pohl, Matthias; Nahhas, Abdulrahman; Häusler, Robert; Abdallah, Mohammad; Bosse, Sascha; Jamous, Naoum; Turowski, Klaus
In: Proceedings of the 6th International Conference on Internet of Things, Big Data and Security. Volume 1 - [Setúbal] : SCITEPRESS - Science and Technology Publications, Lda. ; Wills, Gary . - 2021, S. 193-204 [Konferenz: 6th International Conference on Internet of Things, Big Data and Security, IoTBDS, online, April 23-25, 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]
Discovery of patient phenotypes through multi-layer network analysis on the example of tinnitus
Puga, Clara; Niemann, Uli; Unnikrishnan, Vishnu; Schleicher, Miro; Schlee, Winfried; Spiliopoulou, Myra
In: 2021 IEEE International Conference on Data Science and Advanced Analytics / IEEE DSAA , 2021 - Piscataway, NJ : IEEE, insges. 10 S. [Konferenz: IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA, Porto, Portugal, 6-9 October 2021]
Supporting security in industrial automation and control systems using domain-specific modelling
Altschaffel, Robert; Hempel, Ivo; Keil, Oliver; Schindler, Josef; Szemkus, Martin; Dittmann, Jana; Lange, Matthias; Waedt, Karl; Ding, Yongjian
In: INFORMATIK 2021- Computer Science & Sustainability - Bonn : Köllen, S. 1759-1769 - (GI-edition proceedings; Volume P-314) [Tagung: INFORMATIK 2021, Berlin, 27. September - 01. Oktober 2021]
Circadian conditional granger causalities on ecological momentary assessment data from an mHealth app
Jamaludeen, Noor; Unnikrishnan, Vishnu; Pryss, Rüdiger; Schobel, Johannes; Schlee, Winfried; Spiliopoulou, Myra
In: 2021 IEEE 34th International Symposium on Computer-Based Medical Systems / IEEE CBMS , 2021 - Piscataway, NJ : IEEE ; Almeida, João Rafael [Symposium: IEEE 34th International Symposium on Computer-Based Medical Systems, CBMS 2021, virtual, 7-9 June 2021]
A framework for authorial clustering of shorter texts in latent semantic spaces
Trad, Rafi; Spiliopoulou, Myra
In: Advances in Intelligent Data Analysis XIX , 1st ed. 2021. - Cham : Springer International Publishing ; Abreu, Pedro Henriques, S. 301-312 - (Lecture Notes in Computer Science; 12695) [Symposium: 19th International Symposium on Intelligent Data Analysis, IDA 2021, Porto, Portugal, April 26-28, 2021]
A systematic analysis of covert channels in the Network Time Protocol
Hielscher, Jonas; Lamshöft, Kevin; Krätzer, Christian; Dittmann, Jana
In: ARES 2021 - New York, New York : The Association for Computing Machinery, Artikel 69, insges. 11 S. [Konferenz: 16th International Conference on Availability, Reliability and Security, Vienna, Austria, August 176-20, 2021]
A revised taxonomy of steganography embedding patterns
Wendzel, Steffen; Caviglione, Luca; Mazurczyk, Wojciech; Mileva, Aleksandra; Dittmann, Jana; Krätzer, Christian; Lamshöft, Kevin; Vielhauer, Claus; Hartmann, Laura; Keller, Jörg; Neubert, Tom
In: ARES 2021 - New York, New York : The Association for Computing Machinery, Artikel 67, insges. 12 S. [Konferenz: 16th International Conference on Availability, Reliability and Security, Vienna, Austria, August 176-20, 2021]
General requirements on synthetic fingerprint images for biometric authentication and forensic investigations
Makrushin, Andrey; Kauba, Christof; Kirchgasser, Simon; Seidlitz, Stefan; Krätzer, Christian; Uhl, Andreas; Dittmann, Jana
In: IH & MMSec '21 - New York, NY : The Association for Computing Machinery . - 2021, S. 93-104 [Workshop: 2021 ACM Workshop on Information Hiding and Multimedia Security, IH&MMSec '21, virtual, June 2021]
An investigation of atomic synchronization for sort-based group-by aggregation on GPUs
Gurumurthy, Bala; Broneske, David; Schäler, Martin; Pionteck, Thilo; Saake, Gunter
In: 2021 IEEE 37th International Conference on Data Engineering workshops / IEEE International Conference on Data Engineering , 2021 - Piscataway, NJ : IEEE, S. 48-53 [Workshop: IEEE 37th International Conference on Data Engineering Workshops, ICDEW, Chania, Greece, 19-22 April 2021]
Iterative development and changing requirements - drivers of variability in an industrial system for veterinary anesthesia
Kuiter, Elias; Krüger, Jacob; Saake, Gunter
In: Proceedings of the 25th ACM International Systems and Software Product Line Conference - Volume B / Mousavi , Mohammad Reza - New York,NY,United States : Association for Computing Machinery ; Mousavi, Mohammad Reza . - 2021, S. 113-122 [Konferenz: 25th ACM International Systems and Software Product Line Conference, SPLC '21, Leicester, United Kindom, September 6 - 11, 2021]
AndroidCompass - a dataset of android compatibility checks in code repositories
Nielebock, Sebastian; Blockhaus, Paul; Krüger, Jacob; Ortmeier, Frank
In: 2021 IEEE/ACM 18th International Conference on Mining Software Repositories (MSR) / IEEE/ACM International Conference on Mining Software Repositories , 2021 - New York, New York : The Association for Computing Machinery, S. 535-539 [Konferenz: IEEE/ACM 18th International Conference on Mining Software Repositories, MSR, Madrid, Spain, 17-19 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]
Juxtaposing 5G coronavirus tweets with general coronavirus tweets during the early months of coronavirus outbreak
Trad, Rafi; Spiliopoulou, Myra
In: 2021 IEEE 34th International Symposium on Computer-Based Medical Systems / IEEE CBMS , 2021 - Piscataway, NJ : IEEE ; Almeida, João Rafael [Symposium: IEEE 34th International Symposium on Computer-Based Medical Systems, CBMS 2021, virtual, 7-9 June 2021]
Differential privacy approaches in a clinical trial
Leuckert, Martin; Ming, Antao
In: SECURWARE 2021 / International Conference on Emerging Security Information, Systems and Technologies , 2021 - [Wilmington, DE, USA] : IARIA ; Hof, Hans-Joachim, insges. 24-30 S. [Konferenz: 15. International Conference on Emerging Security Information, Systems and Technologies, SECURWARE 2021, Athens, Greece, November 14-18, 2021]
Begutachteter Zeitschriftenartikel
Selective caching - a persistent memory approach for multi-dimensional index structures
Jibril, Muhammad Attahir; Götze, Philipp; Broneske, David; Sattler, Kai-Uwe
In: Distributed and parallel databases - New York, NY [u.a.] : Consultants Bureau, Bd. 40 (2022), Heft 1, S. 47-66 [Special Issue on Self-Managing and Hardware-Optimized Database Systems 2020]
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]
LAC: Latent Authorial Clustering of shorter texts
Trad, Rafi; Spiliopoulou, Myra
In: Software impacts - [Amsterdam] : Elsevier ScienceDirect, Bd. 10 (2021), Artikel 100119, insges. 3 S.
Fully automated deep learning-based localization and segmentation of the locus coeruleus in aging and Parkinsons disease using neuromelanin-sensitive MRI
Dünnwald, Max; Ernst, Philipp; Düzel, Emrah; Tönnies, Klaus; Betts, Matthew J.; Oeltze-Jafra, Steffen
In: International journal of computer assisted radiology and surgery - Berlin : Springer, Bd. 16 (2021), Heft 12, S. 2129-2135
Modern Applications and Challenges for Rare Itemset Mining
Darrab, Sadeq; Broneske, David; Saake, Gunter
In: International Journal of Machine Learning and Computing - Singapore : International Association of Computer Science and Information Technology Press (IACSIT), Bd. 11 (2021), Heft 3, S. 208-218
Spacetime in the brain - rapid brain network reorganization in visual processing and recovery
Wu, Zheng; Sabel, Bernhard A.
In: Scientific reports - [London] : Macmillan Publishers Limited, part of Springer Nature, Bd. 11 (2021), Artikel 17940, insges. 12 S.
In-depth analysis of OLAP query performance on heterogeneous hardware
Broneske, David; Drewes, Anna; Gurumurthy, Bala; Hajjar, Imad; Pionteck, Thilo; Saake, Gunter
In: Datenbank-Spektrum - Berlin : Springer, Bd. 21 (2021), S. 133-143
Dynamic privacy-preserving recommendations on academic graph data
Purificato, Erasmo; Wehnert, Sabine; De Luca, Ernesto William
In: Computers - Basel : MDPI, Bd. 10 (2021), Heft 9, Artikel 107, insges. 26 S. [This article belongs to the Special Issue Artificial Intelligence for Digital Humanities (AI4DH)]
Towards multi-purpose main-memory storage structures - exploiting sub-space distance equalities in totally ordered data sets for exact knn queries
Schäler, Martin; Tex, Christine; Köppen, Veit; Broneske, David; Saake, Gunter
In: Information systems - Oxford [u.a.] : Pergamon Press, Bd. 101 (2021), Artikel 101791, insges. 13 S.
Framing Artificial Intelligence (AI) Additive Manufacturing (AM)
Heiden, Bernhard; Alieksieiev, Volodymyr; Volk, Matthias; Tonino-Heiden, Bianca
In: Procedia computer science - Amsterdam [u.a.] : Elsevier, Bd. 186 (2021), S. 387-394
Towards a concept for building a big data architecture with microservices
Shakir, Aamir; Staegemann, Daniel; Volk, Matthias; Jamous, Naoum; Turowski, Klaus
In: Business information systems - Hannover : TIB Open Publishing . - 2021, S. 83-94 [Konferenz: 24th International Conference on Business Information Systems, Hannover, Germany, 15-17 June 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.
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 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]
Potential of point-of-care and at-home assessment of immune status via rapid cytokine detection and questionnaire-based anamnesis
Jamaludeen, Noor; Beyer, Christian; Billing, Ulrike; Vogel, Katrin; Brunner-Weinzierl, Monika; Spiliopoulou, Myra
In: Sensors - Basel : MDPI, Bd. 21 (2021), Heft 15, Artikel 4960, insges. 33 S.
Examining the interplay between big data and microservices - a bibliometric review
Staegemann, Daniel; Volk, Matthias; Shakir, Aamir; Lautenschläger, Erik; Turowski, Klaus
In: International journal of organizational and collective intelligence - Hershey, Pa. : IGI Global, Bd. 27 (2021), S. 35-54
Methodological case study approach for detecting business model enablers in copycat ventures
Haertel, Christian; Pohl, Matthias; Bosse, Sascha; Häusler, Robert; Nahhas, Abdulrahman; Staegemann, Daniel; Volk, Matthias; Turowski, Klaus
In: International journal of organizational and collective intelligence - Hershey, Pa. : IGI Global, Bd. 11 (2021), Heft 4, S. 35-54, Artikel 4
Immune-checkpoint blockade of CTLA-4 (CD152) in antigen-specific human T-cell responses differs profoundly between neonates, children, and adults
Arra, Aditya; Pech, Maximilian; Fu, Hang; Lingel, Holger; Braun, Franziska; Beyer, Christian; Spiliopoulou, Myra; Bröker, Barbara; Lampe, Karen; Arens, Christoph; Vogel, Katrin; Pierau, Mandy; Brunner-Weinzierl, Monika
In: OncoImmunology - Abingdon : Taylor & Franics, Bd. 10 (2021), Heft 1, Artikel e1938475, insges. 12 S.
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.
Media forensics considerations on DeepFake detection with hand-crafted features
Siegel, Dennis; Krätzer, Christian; Seidlitz, Stefan; Dittmann, Jana
In: Journal of imaging - Basel : MDPI, Bd. 7 (2021), Heft 7, insges. 29 S.
Potential advantages and limitations of using information fusion in media forensics - a discussion on the example of detecting face morphing attacks
Krätzer, Christian; Makrushin, Andrey; Dittmann, Jana; Hildebrandt, Mario
In: EURASIP journal on information security - Heidelberg : Springer, Bd. 2021 (2021), Artikel 9, insges. 25 S.
Quality assurance in big data engineering - a metareview
Staegemann, Daniel; Volk, Matthias; Turowski, Klaus
In: Complex systems informatics and modeling quarterly - Riga : Techn. Univ., Bd. 28 (2021), insges. 14 S.
NeuroEvolution of augmenting topologies for solving a two-stage hybrid flow shop scheduling problem - a comparison of different solution strategies
Lang, Sebastian; Reggelin, Tobias; Schmidt, Johann; Müller, Marcel; Nahhas, Abdulrahman
In: Expert systems with applications - Amsterdam [u.a.] : Elsevier Science - Vol. 172 (2021), article 114666, insgesamt 19 Seiten
Assessing the difficulty of annotating medical data in crowdworking with help of experiments
Rother, Anne; Niemann, Uli; Hielscher, Tommy; Völzke, Henry; Ittermann, Till; Spiliopoulou, Myra
In: PLOS ONE - San Francisco, California, US : PLOS, Bd. 16 (2021), Heft 7, Artikel e0254764, insges. 26 S.
variED - an editor for collaborative, real-time feature modeling
Kuiter, Elias; Krieter, Sebastian; Krüger, Jacob; Saake, Gunter; Leich, Thomas
In: Empirical software engineering - Dordrecht [u.a.] : Springer Science + Business Media B.V, Bd. 26 (2021), Artikel 24, insges. 47 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
SQLValidator - an online student playground to learn SQL
Obionwu, Victor; Broneske, David; Hawlitschek, Anja; Köppen, Veit; Saake, Gunter
In: Datenbank-Spektrum - Berlin : Springer, Bd. 21 (2021), S. 73-81
A first metadata schema for learning analytics research data management
Wolff, Ian; Broneske, David; Köppen, Veit
In: O-bib - München : VDB, Bd. 8 (2021), Heft 4, insges. 20 S.
Integrated cycles for urban biomass as a strategy to promote a CO2-neutral society - a feasibility study
Meinusch, Nicole; Kramer, Susanne; Körner, Oliver; Wiese, Jürgen; Seick, Ingolf; Beblek, Anita; Berges, Regine; Illenberger, Bernhard; Illenberger, Marco; Uebbing, Jennifer; Wolf, Maximilian; Saake, Gunter; Benndorf, Dirk; Reichl, Udo; Heyer, Robert
In: Sustainability - Basel : MDPI, Bd. 13 (2021), Heft 17, Artikel 9505, insges. 22 S.
Entwicklung eines Konzepts zur Managementbewertung nach DIN EN ISO 9001
Liedtke, Patrick; Feuersenger, Hannes; Arndt, Hans-Knud
In: HMD - Wiesbaden : Springer Fachmedien . - 2021, insges. 14 S.
Open-source discrete-event simulation software for applications in production and logistics - an alternative to commercial tools?
Lang, Sebastian; Reggelin, Tobias; Müller, Marcel; Nahhas, Abdulrahman
In: Procedia computer science - Amsterdam [u.a.] : Elsevier, Bd. 180 (2021), S. 978-987 [Part of special issue: Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020)]
Dissertation
Sicherheit biometrischer Systeme - Analyse der Sicherheit und Rückführbarkeit eines biometrischen Hash Algorithmus für die dynamische Handschrift
Kümmel, Karl F.; Dittmann, Jana
In: Magdeburg, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2021, VI, 232 Seiten [Literaturverzeichnis: Seite 151-165][Literaturverzeichnis: Seite 151-165]
Understanding the re-engineering of variant-rich systems - an empirical work on economics, knowledge, traceability, and practices
Krüger, Jacob; Saake, Gunter; Leich, Thomas
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2021, 1 Online-Ressource (xxvi, 242 Seiten, 3,17 MB) [Literaturverzeichnis: Seite 199-242][Literaturverzeichnis: Seite 199-242]
Intelligent assistance for expert-driven subpopulation discovery in high-dimensional timestamped medical data
Niemann, Uli; Spiliopoulou, Myra; Preim, Bernhard
In: Magdeburg, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2021, ix, 185 Seiten [Literaturverzeichnis: Seite 159-182][Literaturverzeichnis: Seite 159-182]
Untersuchungen zur Datenqualität und Nutzerakzeptanz von Forschungsinformationssystemen
Azeroual, Otmane; Saake, Gunter; Arndt, Hans-Knud
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2021, 1 Online-Ressource (XVI, 185 Seiten, 16,82 MB) [Literaturverzeichnis: Seite 149-170][Literaturverzeichnis: Seite 149-170]
Herausgeberschaft
Environmental Informatics - a bogeyman or saviour to achieve the UN Sustainable Development Goals? : adjunct Proceedings of the 35th edition of the EnviroInfo the long standing and established international and interdisciplinary conference series on leading environmental information and communication technologies : Berlin, Germany, September 27-29, 2021
Wohlgemuth, Volker; Naumann, Stefan; Arndt, Hans-Knud; Behrens, Grit
In: Düren: Shaker Verlag GmbH, 2021, 1 Online-Ressource, ISBN: 978-3-8440-8329-3 Kongress: EnviroInfo conference 35 Berlin 2021.09.27-29
Bürgerliches Leben in Oranienbaum - das Tagebuch des Kaufmanns Louis Sommerlatte (1813-1862)
Sommerlatte, Louis; Wolff, Ian
In: Halle (Saale): Mitteldeutscher Verlag, 2021, 431 Seiten - (Studien zur Geschichte und Kultur Mitteldeutschlands; Band 8), ISBN: 3-96311-436-3 [Quellen- und Literaturverzeichnis: Seite 414-422]
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
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]
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]
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]
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]
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]
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]
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]
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]
AiroIdent - user identification based on analyzing WPA2 encrypted traffic containing search engine interactions
Hildebrandt, Mario; Shakir, Aamir; Ziemke, Alexander; Abdelrazek, Mohamed; Stuetzer, Hannes; Blut, Dominik; Lamshoeft, Kevin; Ezennaya-Gomez, Salatiel; Kraetzer, Christian; Dittmann, Jana
In: Electronic imaging - Springfield, VA : Society for Imaging Sciences and Technology - Volume 2021(2021), article MWSF-344, 8 Seiten [Symposium: IS&T International Symposium on Electronic Imaging 2021: Media Watermarking, Security, and Forensics 2021]
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]
Hybrid Project Management Methods Efficiency in IT Projects
Jamous, Naoum; Garttan, Gaurav; Staegemann, Daniel; Volk, Matthias
In: Digital innovation and entrepreneurship ; Volume 3 of 4 / AMCIS , 2021 - Red Hook, NY : Curran Associates, Inc., S. 1952-1961 [Konferenz: Americas Conference on Information Systems, AMCIS, Montreal, Canada - Virtual Conference, August 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]
Applying multi-criteria decision-making for the selection of big data technologies
Volk, Matthias; Staegemann, Daniel; Bischoff, Dennis; Turowski, Klaus
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2021, insges. 27 S. [Konferenz: Americas Conference on Information Systems, AMCIS, Montreal, Canada - Virtual Conference, August, 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]
Nicht 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; Rao, Rajatha Nagaraja; Sarasaen, Chompunuch; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2021, Artikel 2110.08429, insges. 15 S.
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
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.
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.
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