Center for Artificial Intelligence Luebeck (ZKIL)

2024

Artificial Intelligence in Fluorescence Lifetime Imaging Ophthalmoscopy (FLIO) Data Analysis—Toward Retinal Metabolic Diagnostics

Thiemann, N., Sonntag, S. R., Kreikenbohm, M., Böhmerle, G., Stagge, J., Grisanti, S., Martinetz, T. & Miura, Y., 16.02.2024, In: Diagnostics. 14, 4, p. 431 431.

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

Bare-Metal Stent Tracking with Magnetic Particle Imaging

Wegner, F., Friedrich, T., Wattenberg, M., Ackers, J., Sieren, M. M., Kloeckner, R., Barkhausen, J., Buzug, T. M., Graeser, M. & von Gladiss, A., 2024, In: International Journal of Nanomedicine. 19, p. 2137-2148 12 p.

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

Binary classification of gait impairments using a capacitance-based sensor floor system

Najork, S., Liebenow, L., Scherf, L. P., Steinhage, A., Sieciński, S. & Grzegorzek, M., 29.01.2024, p. 105-106. 2 p.

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

Cardiovascular Disease Preliminary Diagnosis Application Using SQL Queries: Filling Diagnostic Gaps in Resource-Constrained Environments

Doniec, R., Berepiki, E. O., Piaseczna, N., Sieciński, S., Piet, A., Irshad, M. T., Tkacz, E. J., Grzegorzek, M. & Glinkowski, W. M., 05.02.2024, In: Applied Sciences (Switzerland). 14, 3, p. 1320 1320.

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

Detection of spoiled food along the supply chain with novel sensors for packed food

Altmann, A., Khodaygani, M., Leucker, M., Schell, C. & Rahmanzadeh, R., 2024, Photonic Technologies in Plant and Agricultural Science. Heinemann, D. & Polder, G. (eds.). SPIE, Vol. 12879. p. 1287906 1 p.

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

Disease Course and Pulmonary Involvement of COVID-19 during the Delta Variant Period in Germany: A Comparative Study of Vaccinated and Unvaccinated Patients at a Tertiary Hospital

The Racoon Study Group, 2024, In: Current Medical Imaging. 20, e15734056282920.

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

Does glucose affect our vision? A preliminary study using smart glasses

Doniec, R., Piaseczna, N., Sieciński, S., Grzegorzek, M. & Tkacz, E. J., 29.01.2024, p. 113-114. 2 p.

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

Driving Reality vs. Simulator: Data Distinctions

Piaseczna, N., Doniec, R. J., Sieciński, S., Barańska, K., Jędrychowski, M. & Grzegorzek, M., 10.07.2024, In: Electronics (Switzerland). 13, 14, 2708.

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

Estimation of indoor occupancy level based on machine learning and multimodal environmental data

Siecinski, S., Mohammadi, E. & Grzegorzek, M., 25.06.2024, 2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON). IEEE, p. 868-872

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

Evaluation of the quality of electrocardiograms, seismocardiograms and gyrocardiograms based on characteristics derived from symmetric projection attractor reconstruction

Sieciński, S., Scherf, L. P. & Grzegorzek, M., 29.01.2024, p. 161-162. 2 p.

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

Experimental Evaluation of Deep Neural Networks for Vehicle Model Identification

Moualhi, A., Nezami, M., Mulhem, S. & Schildbach, G., 2024.

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

Machine Learning-Based Gesture Recognition Glove: Design and Implementation

Filipowska, A., Filipowski, W., Raif, P., Pieniążek, M., Bodak, J., Ferst, P., Pilarski, K., Sieciński, S., Doniec, R. J., Mieszczanin, J., Skwarek, E., Bryzik, K., Henkel, M. & Grzegorzek, M., 23.09.2024, In: Sensors (Basel, Switzerland). 24, 18, 6157.

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

Microarchitectural Vulnerabilities Introduced, Exploited, and Accelerated by Heterogeneous FPGA-CPU Platforms

Tiemann, T., Weissman, Z., Eisenbarth, T. & Sunar, B., 2024, Security of FPGA-Accelerated Cloud Computing Environments. Springer International Publishing, p. 203-237 35 p. (Security of FPGA-Accelerated Cloud Computing Environments).

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

Motivation and success factors in radiological research in Germany - Results of a survey by the Methodology and Research Working Group of the German Radiological Society

Wegner, F., Heinrichs, H., Stahlmann, K., Molwitz, I., Keller-Yamamura, S., Kloeckner, R., Barkhausen, J., Bäuerle, T., Cyran, C. C., Dietzel, M., Eisenblätter, M., Hilger, I., Jung, C., Schick, F., Kiessling, F. & Bannas, P., 2024, (Accepted/In press) In: RoFo Fortschritte auf dem Gebiet der Rontgenstrahlen und der Bildgebenden Verfahren.

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

Obelix: Mitigating Side-Channels Through Dynamic Obfuscation

Wichelmann, J., Rabich, A., Pätschke, A. & Eisenbarth, T., 2024.

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

Positionspapier zur Implementierung eines nationalen organisierten Programms in Deutschland zur Früherkennung von Lungenkrebs in Risikopopulationen mittels Low-dose-CT-Screening inklusive Management von abklärungsbedürftigen Screeningbefunden

Translated title of the contribution: Statement paper on the implementation of a national organized program in Germany for the early detection of lung cancer in risk populations using low-dose CT screening including management of screening findingsBlum, T. G., Vogel-Claussen, J., Andreas, S., Bauer, T. T., Barkhausen, J., Harth, V., Kauczor, H. U., Pankow, W., Welcker, K., Kaaks, R. & Hoffmann, H., 16.01.2024, In: Pneumologie. 78, 1, p. 15-34 20 p.

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

Positionspapier zur Implementierung eines nationalen organisierten Programms in Deutschland zur Früherkennung von Lungenkrebs in Risikopopulationen mittels Low-dose-CT-Screening inklusive Management von abklärungsbedürftigen Screeningbefunden

Translated title of the contribution: Statement paper on the implementation of a national organized program in Germany for the early detection of lung cancer in risk populations using low-dose CT screening including management of screening findingsVogel-Claussen, J., Blum, T. G., Andreas, S., Bauer, T. T., Barkhausen, J., Harth, V., Kauczor, H. U., Pankow, W., Welcker, K., Kaaks, R. & Hoffmann, H., 02.2024, In: RoFo Fortschritte auf dem Gebiet der Rontgenstrahlen und der Bildgebenden Verfahren. 196, 2, p. 134-153 20 p.

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

Positionspapier zur Implementierung eines nationalen organisierten Programms in Deutschland zur Früherkennung von Lungenkrebs in Risikopopulationen mittels Low-Dose-CT-Screening inklusive Management von abklärungsbedürftigen Screening-Befunden

Translated title of the contribution: Statement Paper on the Implementation of a National Organized Program in Germany for the Early Detection of Lung Cancer in Risk Populations Using Low-dose CT Screening Including Management of Screening FindingsHoffmann, H., Kaaks, R., Andreas, S., Bauer, T. T., Barkhausen, J., Harth, V., Kauczor, H. U., Pankow, W., Welcker, K., Vogel-Claussen, J. & Blum, T. G., 02.2024, In: Zentralblatt fur Chirurgie - Zeitschrift fur Allgemeine, Viszeral- und Gefasschirurgie. 149, 1, p. 96-115 20 p.

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

Signal quality evaluation of single-channel respiratory sEMG recordings

Sauer, J., Siebert, M., Boudnik, L., Carbon, N. M., Walterspacher, S. & Rostalski, P., 01.2024, In: Biomedical Signal Processing and Control. 87, Part B, p. 105414 1 p., Part B.

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

Survival analysis for lung cancer patients: A comparison of Cox regression and machine learning models

Germer, S. & AI-CARE Working Group, 11.2024, In: International Journal of Medical Informatics. 191, p. 105607 105607.

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

The detection of alcohol intoxication using electrooculography signals from smart glasses and machine learning techniques

Doniec, R., Piaseczna, N., Duraj, K., Sieciński, S., Irshad, M. T., Karpiel, I., Urzeniczok, M., Huang, X., Piet, A., Nisar, M. A. & Grzegorzek, M., 30.01.2024, In: Systems and Soft Computing. 6, 6, p. 200078 200078.

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

2023

A Commentary on Towards autonomous artificial agents with an active self: Modeling sense of control in situated action

Hao, C., Russwinkel, N., Haeufle, D. F. B. & Beckerle, P., 06.2023, In: Cognitive Systems Research. 79, p. 1-3 3 p.

Research output: Journal Articles › Comments/Debates

A Finite State Automaton for Green Data Validation in a Real-World Smart Manufacturing Environment with Special Regard to Time-Outs and Overtaking

Paasche, S. & Groppe, S., 11.2023, In: Future Internet. 15, 11, 349.

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

Anatomy-guided domain adaptation for 3D in-bed human pose estimation

Bigalke, A., Hansen, L., Diesel, J., Hennigs, C., Rostalski, P. & Heinrich, M. P., 10.2023, In: Medical Image Analysis. 89, 102887.

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

1 Citation (Scopus)

Assessment of Quality of Gyrocardiograms Based on Features Derived from Symmetric Projection Attractor Reconstruction

Sieciński, S., Irshad, M. T., Hasan, M. A., Tkacz, E. & Grzegorzek, M., 10.2023, p. 15:1-15:5. 5 p.

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

Chaos analysis of the cortical boundary for the recognition of psychosis

Korda, A. I., Andreou, C., Avram, M., Frisman, M., Aliqadri, M., Riecher-Rössler, A., Handels, H., Martinetz, T. & Borgwardt, S., 2023, In: Journal of Psychiatry and Neuroscience. 48, 2, p. E135-E142

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

Cipherfix: Mitigating Ciphertext Side-Channel Attacks in Software

Wichelmann, J., Pätschke, A., Wilke, L. C. & Eisenbarth, T., 2023.

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

Constructing Optimal Bushy Join Trees by Solving QUBO Problems on Quantum Hardware and Simulators.

Nayak, N., Rehfeld, J., Winker, T., Warnke, B., Çalikyilmaz, U. & Groppe, S., 2023, BiDEDE@SIGMOD. p. 7:1-7:7 7 p.

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

Demarcation of brain and tumor tissue with optical coherence tomography using prior neural networks

Strenge, P., Lange, B., Draxinger, W., Hagel, C., Grill, C., Danicke, V., Theisen-Kunde, D., Spahr-Hess, S., Bonsanto, M. M., Huber, R., Handels, H. & Brinkmann, R., 2023, Optical Coherence Imaging Techniques and Imaging in Scattering Media V. Vakoc, B. J., Wojtkowski, M. & Yasuno, Y. (eds.). SPIE, Vol. 12632. p. 126321P

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

Distributed SPARQL queries in collaboration with the routing protocol.

Warnke, B., Fischer, S. & Groppe, S., 05.2023, ACM International Conference Proceeding Series. p. 99-106 8 p. (ACM International Conference Proceeding Series).

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

Evaluation approaches of personal knowledge graphs

Khorashadizadeh, H., Ieng, F., Ezzabady, M., Sahri, S., Groppe, S. & Benamara, F., 01.01.2023, Personal Knowledge Graphs (PKGs): Methodology, tools and applications. Institution of Engineering and Technology, p. 277-293 17 p.

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

Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition

Gouverneur, P., Li, F., Shirahama, K., Luebke, L., Adamczyk, W. M., Szikszay, T. M., Luedtke, K. & Grzegorzek, M., 02.2023, In: Sensors. 23, 4, 1959.

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

4 Citations (Scopus)

Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text.

Khorashadizadeh, H., Mihindukulasooriya, N., Tiwari, S., Groppe, J. & Groppe, S., 2023, TEXT2KG/BiKE@ESWC. p. 132-153 22 p.

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

Fluorescence based detection of gaseous food spoilage indicators

Altmann, A., Khodaygani, M., Leucker, M., Schell, C. & Rahmanzadeh, R., 2023, Translational Biophotonics: Diagnostics and Therapeutics III. Huang, Z. & Lilge, L. D. (eds.). SPIE, Vol. 12627. p. 126270I

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

GreenCC: A Hybrid Approach to Sustainably Validate Manufacturing Data in Industry 4.0 Environments.

Paasche, S. & Groppe, S., 2023, DATA. p. 621-628 8 p.

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

Hybrid CPU/GPU/APU accelerated query, insert, update and erase operations in hash tables with string keys.

Groth, T., Groppe, S., Pionteck, T., Valdiek, F. & Koppehel, M., 10.2023, In: Knowl. Inf. Syst.. 65, 10, p. 4359-4377 19 p., 10.

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

Index Tuning with Machine Learning on Quantum Computers for Large-Scale Database Applications.

Gruenwald, L., Winker, T., Çalikyilmaz, U., Groppe, J. & Groppe, S., 2023, VLDB Workshops.

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

Influence of Video-Preprocessing on Deep Learning-based Surgical Skill Assessment

Wolf, G., Geck, P. A., Hagenah, J., Maennel, G., Keck, T., Rostalski, P., Ipsen, S. & Keck, T., 01.09.2023, In: Current Directions in Biomedical Engineering. 9, 1, p. 21-24 4 p.

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

Introducing a non-invasive app for cardiovascular disease diagnosis support - a pilot study

Doniec, R. J., Piaseczna, N., Berepiki, E., Irshad, M. T., Huang, X., Sieciński, S. & Grzegorzek, M., 2023.

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

Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28 - September 1, 2023.

Bordawekar, R. (ed.), Cappiello, C. (ed.), Efthymiou, V. (ed.), Ehrlinger, L. (ed.), Gadepally, V. (ed.), Galhotra, S. (ed.), Geisler, S. (ed.), Groppe, S. (ed.), Gruenwald, L. (ed.), Halevy, A. Y. (ed.), Harmouch, H. (ed.), Hassanzadeh, O. (ed.), Ilyas, I. F. (ed.), Jiménez-Ruiz, E. (ed.), Krishnan, S. (ed.), Lahiri, T. (ed.), Li, G. (ed.), Lu, J. (ed.), Mauerer, W. (ed.), Minhas, U. F. (ed.), & 13 othersNaumann, F. (ed.), Özsu, M. T. (ed.), Rezig, E. K. (ed.), Srinivas, K. (ed.), Stonebraker, M. (ed.), Valluri, S. R. (ed.), Vidal, M-E. (ed.), Wang, H. (ed.), Wang, J. (ed.), Wu, Y. (ed.), Xue, X. (ed.), Zaït, M. (ed.) & Zeng, K. (ed.), 2023, CEUR-WS.org. (CEUR Workshop Proceedings)(VLDB Workshops)

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

MAMBO–V: Dynamic Side-Channel Leakage Analysis on RISC–V

Wichelmann, J., Peredy, C., Sieck, F., Pätschke, A. & Eisenbarth, T., 2023, p. 3-23. 21 p.

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

Medical Imaging Decision And Support (MIDAS): Study protocol for a multi-centre cluster randomized trial evaluating the ESR iGuide

Dijk, S. W., Kroencke, T., Wollny, C., Barkhausen, J., Jansen, O., Halfmann, M. C., Rizopoulos, D. & Hunink, M. G. M., 12.2023, In: Contemporary Clinical Trials. 135, 107384.

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

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

1 Citation (Scopus)

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

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