Department of Computer Science and Engineering

Research output

Research Output per year 1978 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2025

• 35459 Citations
• 2271 Conference contribution
• 2053 Journal articles
• 1060 Conference Papers
• 206 Chapter
• 616 More
  • 82 Bachelor Theses
  • 76 Master Theses
  • 74 Books
  • 54 Other
  • 49 Scientific review articles
  • 43 Doctoral Theses
  • 38 Anthologies
  • 36 Editorial
  • 26 Conference proceedings
  • 26 Conference Articles in Journals
  • 20 Working papers
  • 16 Poster
  • 12 Comments/Debates
  • 11 Contributions to collected editions/anthologies
  • 10 Collected editions
  • 10 Abstracts
  • 9 Preprint
  • 7 Letters
  • 3 Dissertations
  • 3 Short survey
  • 2 Newspaper articles
  • 2 Article
  • 2 Patents
  • 1 Commissioned Reports
  • 1 Monographs
  • 1 Special Journal Issues
  • 1 Foreword/postscript
  • 1 Contributions to academic memorandum

Research Output per year

Research Output per year

Search results

• 2023

  Menschzentrierte Entwicklung eines Assistiven Systems für Weaningpatienten auf Basis einer neuartigen, auf den Kontext adaptierten Menütechnik: Das Kompass-Menü

  Kopetz, J. P., 10.11.2023, 289 p.

  Research output: Books/Anthologies/Proceedings/Theses › Dissertations

• Mettertron – Bridging Metadata Repositories and Terminology Servers

  Schladetzky, J., Kock-Schoppenhauer, A. K., Drenkhahn, C., Ingenerf, J. & Wiedekopf, J., 12.09.2023, Volume 307: German Medical Data Sciences 2023 – Science. Close to People..

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Metadata Repository 100%
  • Nomenclature 100%
  • Clinical Data 33%
  • Annotation 33%
  • Metadata Element 33%

• MIMIC-IV on FHIR: Converting a decade of in-patient data into an exchangeable, interoperable format

  Bennett, A. M., Ulrich, H., Van Damme, P., Wiedekopf, J. & Johnson, A. E. W., 01.04.2023, In: Journal of the American Medical Informatics Association. 30, 4, p. 718-725 8 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Interoperability 100%
  • Medical Information 100%
  • Information Mart 100%
  • Modeling Work 100%
  • Conformance 100%
  4 Citations (Scopus)

• Mirror, mirror on the wall, who is the fairest dancer of them all? A naturalistic lens model study on the judgment of dance performance

  Geukes, K., Hecht, V., Utesch, T., Bläsing, B. & Back, M. D., 2023, In: Psychology of Sport and Exercise. 67, p. 102436 1 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Judgement 100%
  • Physical Appearance 40%
  • Mixed Effect Model 20%
  • Multiple Attribute 20%
  • Aesthetic Experience 20%

• Model-Based Estimation of Inspiratory Effort Using Surface EMG

  Grashoff, J., Petersen, E., Walterspacher, S. & Rostalski, P., 01.01.2023, In: IEEE Transactions on Biomedical Engineering. 70, 1, p. 247-258 12 p., 1.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Lung 100%
  • Artificial Respiration 100%
  • Assisted Ventilation 100%
  • Respiratory Muscle 100%
  • Electromyogram 100%
  1 Citation (Scopus)

• Natural Fatty Acid Guards against Brain Endothelial Cell Death and Microvascular Pathology following Ischemic Insult in the Presence of Acute Hyperglycemia

  Shaheryar, Z. A., Khan, M. A., Hameed, H., Mushtaq, M. N., Muhammad, S., Shazly, G. A., Irfan, A. & Jardan, Y. A. B., 18.12.2023, In: Biomedicines. 11, 12

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Fatty Acid 100%
  • Hyperglycemia 100%
  • Oxidative Stress 100%
  • Cell Death 100%
  • Brain Ischemia 66%

• Navigation with Polytopes: A Toolbox for Optimal Path Planning with Polytope Maps and B-spline Curves

  Nguyen, N. T., Gangavarapu, P. T., Kompe, N. F., Schildbach, G. & Ernst, F., 2023, In: Sensors. 23, 7, 23 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

• Navigation with Polytopes and B-spline Path Planner

  Nguyen, N. T., Gangavarpu, P. T., Sarhage, A., Schildbach, G. & Ernst, F., 2023, IEEE International Conference on Robotics and Automation (ICRA).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Near-field coded-mask technique and its potential for proton therapy monitoring

  Hetzel, R., Urbanevych, V., Bolke, A., Kasper, J., Kercz, M., Kołodziej, M., Magiera, A., Mueller, F., Müller, S., Rafecas, M., Rusiecka, K., Schug, D., Schulz, V., Stahl, A., Weissler, B., Wong, M.-L. & Wrońska, A., 15.12.2023, In: Physics in Medicine and Biology. 68, 24

  Research output: Journal Articles › Journal articles › Research › peer-review

• Objective Measurement of Subjective Pain Perception with Autonomic Body Reactions in Healthy Subjects and Chronic Back Pain Patients: An Experimental Heat Pain Study

  Luebke, L., Gouverneur, P., Szikszay, T. M., Adamczyk, W. M., Luedtke, K. & Grzegorzek, M., 10.2023, In: Sensors. 23, 19, 8231.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Healthy Subject 100%
  • Nociception 100%
  • Pain Studies 100%
  • Physiological Response 50%
  • Learning System 25%

• Omics und KI in der Präzisionsmedizin: Die Aufrechterhaltung soziotechnologischer Imaginarien durch die Transformation technologischer Assemblagen

  Translated title of the contribution: Omics and AI in precision medicine: Maintaining socio-technical imaginaries by transforming technological assemblagesMeunier, R. & Herzog, C., 13.12.2023, In: Zeitschrift fur Technikfolgenabschatzung in Theorie und Praxis / Journal for Technology Assessment in Theory and Practice. 32, 3, p. 48-53 6 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Imaginary 100%
  • Artificial Intelligence 100%
  • Hype 50%
  • Human Genome Project 25%
  • Disappointment 25%

• On the Design of Nonlinear MPC and LPVMPC for Obstacle Avoidance in Autonomous Driving

  Nezami, M., Karachalios, D. S., Schildbach, G. & Abbas, H. S., 12.07.2023.

  Research output: Working Papers › Preprint

  • Nonlinear Model 100%
  • Autonomous Driving 100%
  • Predictive Control Model 100%
  • Obstacle Avoidance 100%
  • Nonlinear Model Predictive Control 100%

• Opportunities for Quantum Acceleration of Databases: Optimization of Queries and Transaction Schedules.

  Çalikyilmaz, U., Groppe, S., Groppe, J., Winker, T., Prestel, S., Shagieva, F., Arya, D., Preis, F. & Gruenwald, L., 2023, In: Proc. VLDB Endow.. 16, 9, p. 2344-2353 10 p., 9.

  Research output: Journal Articles › Journal articles › Research › peer-review

• Optimizing sleep staging on multimodal time series: Leveraging borderline synthetic minority oversampling technique and supervised convolutional contrastive learning

  Huang, X., Schmelter, F., Irshad, M. T., Piet, A., Nisar, M. A., Sina, C. & Grzegorzek, M., 11.2023, In: Computers in Biology and Medicine. 166, 107501.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Contrastive Learning 100%
  • Loss Function 100%
  • Sleep Studies 100%
  • Wellbeing 50%
  • Metabolic Pathway 50%

• Paving the cowpath in research within pure mathematics – A medium level model based on text driven variations.

  Heuer, K. & Sarikaya, D., 08.2023, In: Studies in History and Philosophy of Science, Part A. 100, p. 39-46 8 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

• Performance Benchmarking of FHIR Terminology Operations in ETL Jobs

  Wiedekopf, J., Drenkhahn, C. & Ingenerf, J., 18.05.2023, Volume 302: Caring is Sharing – Exploiting the Value in Data for Health and Innovation.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Benchmarking 100%
  • Strategy Implementation 100%
  • Interoperability 50%

• Pervasive Serious Game for Exam Preparation: Exploring the Motivational Effects of Game Narratives

  Stoldt, F., Brandl, L. C. & Schrader, A., 2023, p. 439-446. 8 p.

  Research output: Contribution to conference › Conference Papers › peer-review

  • Game Design 100%
  • Pervasive Game 49%

• Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs with Applications.

  Wienöbst, M., Bannach, M. & Liskiewicz, M., 2023, In: J. Mach. Learn. Res.. 24, p. 213:1-213:45

  Research output: Journal Articles › Journal articles › Research › peer-review

• Poster: Handling Inconsistent Data in Industry 4.0.

  Paasche, S. & Groppe, S., 2023, p. 180-181. 2 p.

  Research output: Contribution to conference › Poster › peer-review

• Practical Algorithms for Orientations of Partially Directed Graphical Models.

  Luttermann, M., Wienöbst, M. & Liskiewicz, M., 2023, p. 259-280.

  Research output: Contribution to conference › Conference Papers › peer-review

• Preface QDSM.

  Uotila, V., Groppe, S., Gruenwald, L., Lu, J. & Mauerer, W., 2023, VLDB Workshops.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Preserved Corticospinal Tract Revealed by Acute Perfusion Imaging Relates to Better Outcome after Thrombectomy in Stroke

  Koch, P. J., Rudolf, L. F., Schramm, P., Frontzkowski, L., Marburg, M., Matthis, C., Schacht, H., Fiehler, J., Thomalla, G., Hummel, F. C., Neumann, A., Münte, T. F., Royl, G., Machner, B. & Schulz, R., 01.12.2023, In: Stroke. 54, 12, p. 3081-3089 9 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Apoplexy 100%
  • Thrombectomy 100%
  • Mechanical Thrombectomy 100%
  • Scintigraphy 100%
  • Cerebrovascular Accident 100%

• Problem posing and solving for mathematically gifted and interested students: Best practices, research and enrichment

  Sarikaya, D., Baumanns, L., Heuer, K. & Rott, B., 29.09.2023, Springer Fachmedien Wiesbaden. 227 p.

  Research output: Books/Anthologies/Proceedings/Theses › Books › peer-review

  • Mathematical Problem 100%
  • School Mathematics 100%
  • Giftedness 100%

• Problem Posing and Solving for Mathematically Gifted and Interested Students: Best Practices, Research and Enrichment

  Sarikaya, D., Baumanns, L. (Editor), Heuer, K. (Editor) & Rott, B. (Editor), 29.09.2023, Springer Spektrum.

  Research output: Books/Anthologies/Proceedings/Theses › Books › peer-review

• Proceedings of the International Workshop on Big Data in Emergent Distributed Environments, BiDEDE 2023, Seattle, WA, USA, 18 June 2023

  Groppe, S. (Editor), Gruenwald, L. (Editor) & Hsu, C.-H. (Editor), 2023, ACM. (BiDEDE@SIGMOD)

  Research output: Books/Anthologies/Proceedings/Theses › Anthologies

• Promises and Design-Challenges of Mobile Transitional Interfaces

  Schacht, D. & Jetter, H. C., 2023, 2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct). IEEE, p. 25-28 4 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Head Mounted Display 100%
  • Design Challenge 100%
  • Discoverability 100%

• Proposals for Communicative and Cooperative AI to Promote Synergies in Hybrid AI-Augmented Socio-Technical Arrangements – A Humanities Perspective

  Sonar, A. & Herzog, C., 2023, 1st International Conference on Hybrid Societies. Chemnitz, Germany

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Socio-technical Arrangement 100%
  • Hybrid Intelligent Systems 100%
  • Artificial Intelligence 100%
  • Augmented Intelligence 100%
  • artificial intelligence 100%

• Proton therapy treatment verification: a spatio-temporal emission reconstruction with experimental data

  Ferrero, V., Werner, J. F., Aglietta, M., Cerello, P., Fiorina, E., Mas Milan, F., Mostardi, F., Pennazio, F., Pullia, M., Sacchi, R., Vignati, A. & Rafecas, M., 13.11.2023.

  Research output: Contribution to conference › Abstracts

• Psychological mechanisms of offset analgesia: The effect of expectancy manipulation

  Szikszay, T. M., Adamczyk, W. M., Panskus, J., Heimes, L., David, C., Gouverneur, P. & Luedtke, K., 01.2023, In: PLoS ONE. 18, 1 January, e0280579.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Electrodermal Activity 100%
  • Visual Analog Scale 100%

• Publicly available signal databases containing seismocardiographic signals-the state in early 2023

  Sieciński, S., Grzegorzek, M. & Tkacz, E. J., 11.12.2023, p. 1-4. 4 p.

  Research output: Contribution to conference › Conference Papers › peer-review

  • Two-dimensional Plot 100%
  • Frequency Domain 100%
  • Numerical Value 100%

• Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research

  Winker, T., Groppe, S., Uotila, V., Yan, Z., Lu, J., Franz, M. & Mauerer, W., 2023, Proceedings of ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Quantum Machine Learning 100%
  • Machine Learning 100%
  • Learning System 100%
  • Quantum Computer 50%
  • Quantum Computing 33%

• Quantum Machine Learning for Join Order Optimization using Variational Quantum Circuits.

  Winker, T., Çalikyilmaz, U., Gruenwald, L. & Groppe, S., 2023, BiDEDE@SIGMOD. p. 5:1-5:7 7 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Radiosurgery for ventricular tachycardia (RAVENTA): interim analysis of a multicenter multiplatform feasibility trial

  Krug, D., Zaman, A., Eidinger, L., Grehn, M., Boda-Heggemann, J., Rudic, B., Mehrhof, F., Boldt, L. H., Hohmann, S., Merten, R., Buergy, D., Fleckenstein, J., Kluge, A., Rogge, A., Both, M., Rades, D., Tilz, R. R., Olbrich, D., König, I. R. & Siebert, F. A. & 5 others, Schweikard, A., Vonthein, R., Bonnemeier, H., Dunst, J. & Blanck, O., 07.2023, In: Strahlentherapie und Onkologie. 199, 7, p. 621-630 10 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Ventricular Tachycardia 100%
  • Interim Analysis 100%
  • Heart Ventricle Tachycardia 100%
  • Ablation 20%
  • Defibrillator 20%
  3 Citations (Scopus)

• Random Forest and Gradient Boosted Trees for Patient Individualized Contrast Agent Dose Reduction in CT Angiography

  Pallenberg, R., Fleitmann, M., Stroth, A. M., Gerlach, J., Fürschke, A., Barkhausen, J., Bischof, A. & Handels, H., 18.05.2023, In: Studies in Health Technology and Informatics. 302, p. 952-956 5 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Random Decision Forest 100%
  • Gradient Boosting Tree 100%
  • Random Forest 100%
  • Drug Dose Reduction 100%
  • Boosted Tree 100%

• Recurrent neural networks for generalization towards the vessel geometry in autonomous endovascular guidewire navigation in the aortic arch

  Karstensen, L., Ritter, J., Hatzl, J., Ernst, F., Langejürgen, J., Uhl, C. & Mathis-Ullrich, F., 09.2023, In: International Journal of Computer Assisted Radiology and Surgery . 18, 9, p. 1735-1744 10 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Guidewire 100%
  • Arch 100%
  • Aortic Arch 100%
  • Recurrent 33%
  • Individual Patient 16%

• Regularisation of the Origin-Ensemble algorithm with a "Beam Prior" for Particle-Range Verification

  Kasprzak, J. G., Werner, J. F., Schadow, L. & Rafecas, M., 13.12.2023.

  Research output: Contribution to conference › Abstracts

• Rektale Blutungen beim Erhängen – seltene Befunde mit Verwechslungsgefahr

  Translated title of the contribution: Rectal wall hemorrhages in hanging—Rare findings with the possibility of confusionBasner, A., Hildebrandt, J., Koch, K., Buschmann, C. & Preuß-Wössner, J., 04.2023, In: Rechtsmedizin. 33, 2, p. 137-142 6 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Bleeding 100%
  • Autopsy 100%
  • Blood Stasis 50%
  • Intestinal Wall 50%
  • Rectal Bleeding 50%

• Renewal of the Major Fields of New-Generation Computing.

  Groppe, S., 2023, In: New Gener. Comput.. 41, 1, p. 3-4 2 p., 1.

  Research output: Journal Articles › Journal articles › Research

• Report from the 68th GMDS Annual Meeting: Science. Close to People

  Bienzeisler, J., Perez-Garriga, A., Brandl, L. C., Kock-Schoppenhauer, A.-K., Hollenbenders, Y., Kurscheidt, M. & Schüttler, C., 12.2023, In: Methods of Information in Medicine. 62, 5-06, p. 202-205 4 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

• Reversible intracranial contrast medium accumulation after embolization of unruptured cerebral aneurysms and its association with transient neurological deficits: A single center experience

  Schellin, J., Neumann, A., Schramm, P., Laabs, B.-H., Küchler, J. & Schacht, H., 2023, In: Brain circulation. 9, 3, p. 178-184 7 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Aneurysm 100%
  • Computed Tomography 57%
  • Subarachnoid Hemorrhage 28%
  • Clopidogrel 14%

• Scenario-Based Decision-Making, Planning and Control for Interaction-Aware Autonomous Driving on Highways

  Kensbock, R., Nezami, M. & Schildbach, G., 2023, Scenario-Based Decision-Making, Planning and Control for Interaction-Aware Autonomous Driving on Highways.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Autonomous Driving 100%
  • Decision-Making 100%
  • Simulation Study 50%
  • Prediction Model 50%
  • Motion Planning 50%

• Segmentation of weakly visible environmental microorganism images using pair-wise deep learning features

  Kulwa, F., Li, C., Grzegorzek, M., Rahaman, M. M., Shirahama, K. & Kosov, S., 01.2023, In: Biomedical Signal Processing and Control. 79, p. 104168 1 p., 104168.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Representation Learning 100%
  • Deep Learning Method 100%
  • Base 100%
  • Deep Feature 20%
  • VGG-16 20%
  2 Citations (Scopus)

• Selbstreflexive Smarte Umgebungen im Intensivkontext

  Kordts, B., 24.04.2023, 204 p.

  Research output: Published Theses › Doctoral Theses

• Semantic Intelligence

  Jain, S. (Editor), Groppe, S. (Editor) & Bhargava, B. K. (Editor), 04.04.2023, Springer Nature Singapore.

  Research output: Books/Anthologies/Proceedings/Theses › Books › peer-review

• Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks

  Doniec, R., Konior, J., Sieciński, S., Piet, A., Irshad, M. T., Piaseczna, N., Hasan, M. A., Li, F., Nisar, M. A. & Grzegorzek, M., 13.06.2023, In: Sensors (Basel, Switzerland). 23, 12, p. 5551 1 p., 5551.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Convolutional Neural Network 100%
  • Basic Activity 100%
  • Neural Network 100%
  • One Dimensional 50%
  • Detecting Anomaly 50%

• Sensor-Based Detection of Food Hypersensitivity Using Machine Learning

  Jablonski, L., Jensen, T., Ahlemann, G. M., Huang, X., Tetzlaff-Lelleck, V. V., Piet, A., Schmelter, F., Dinkler, V. S., Sina, C. & Grzegorzek, M., 21.09.2023, Proceedings of the 8th International Workshop on Sensor-based Activity Recognition and Artificial Intelligence, iWOAR 2023. Matthies, D. J. C., Gregorzek, M., Kuijper, A. & Leutheuser, H. (eds.). Association for Computing Machinery, No. 11. (ACM International Conference Proceeding Series).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Simulation of the Respiratory CO2 Concentration with a Blower-Based Lung Simulator

  Henn, S., Koehne, B., Männel, G. & Rostalski, P., 2023, In: Proceedings on Automation in Medical Engineering. Vol. 2 No. 1.

  Research output: Journal Articles › Conference Articles in Journals › Research › peer-review

• Strategic, Operative and Subsidiary Support to Transfer Responsible Research and Innovation into Medical AI-Based Innovation Ecosystems

  Herzog, C. & Blank, S., 2023, STS-hub - Circulations, Integrating Ethics Panel. Aachen

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution

• Structural Equation Modeling in HCI Research using SEMinR

  Calero Valdez, A., Kojan, L., Danks, N. P. & Ray, S., 19.04.2023, CHI Extended Abstracts. ACM, p. 553:1-553:3 3 p. (Conference on Human Factors in Computing Systems - Proceedings).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Partial Least Squares Regression 100%

• Study protocol to investigate the efficacy of confocal laser endomicroscopy-based selective single-elimination diet over standard fivefold elimination diet in patients with endomicroscopically proven food intolerance: app-assisted, monocentric, double-blind, randomised and controlled trial in Germany

  Heßler, N., Kordowski, A., Sasse, J., Ahlemann, G., Schulz, F., Schröder, T., Exner, A., Jablonski, L., Jappe, U., Bischoff, S. C., Grzegorzek, M., König, I. R. & Sina, C., 02.11.2023, In: BMJ Open. 13, 11, e072024.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Confocal Laser Scanning Microscopy 100%
  • Elimination Diet 100%
  • Nutritional Intolerance 100%
  • Elimination 100%
  • Endpoints 100%