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

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

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

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

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

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

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 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)

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

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)

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

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

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

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

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 othersSchweikard, 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

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

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

Repeatability and reproducibility of various 4D Flow MRI postprocessing software programs in a multi-software and multi-vendor cross-over comparison study

Oechtering, T. H., Nowak, A., Sieren, M. M., Stroth, A. M., Kirschke, N., Wegner, F., Balks, M., König, I. R., Jin, N., Graessner, J., Kooijman-Kurfuerst, H., Hennemuth, A., Barkhausen, J. & Frydrychowicz, A., 12.2023, In: Journal of Cardiovascular Magnetic Resonance. 25, 1, p. 22 22.

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

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

2 Citations (Scopus)

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

2022

Automated segmentation and quantification of the healthy and diseased aorta in CT angiographies using a dedicated deep learning approach

Sieren, M. M., Widmann, C., Weiss, N., Moltz, J. H., Link, F., Wegner, F., Stahlberg, E., Horn, M., Oecherting, T. H., Goltz, J. P., Barkhausen, J. & Frydrychowicz, A., 01.2022, In: European Radiology. 32, 1, p. 690-701 12 p.

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

A walk in the black-box: 3D visualization of large neural networks in virtual reality

Linse, C., Alshazly, H. & Martinetz, T., 12.2022, In: Neural Computing and Applications. 34, 23, p. 21237-21252 16 p.

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

Chaos analysis of the brain topology in first-episode psychosis and clinical high risk patients

Korda, A. I., Andreou, C., Avram, M., Handels, H., Martinetz, T. & Borgwardt, S., 13.10.2022, In: Frontiers in Psychiatry. 13, 965128.

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

2 Citations (Scopus)

Characterization of Using Infused PLA for 3D Printed Radiation Shielding

Elmoujarkach, E., Seeger, S., Schareck, C., de Graaf, L., Barkhausen, J. & Rafecas, M., 01.08.2022, In: Current Directions in Biomedical Engineering. 8, 2, p. 576-579 4 p.

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

Classification of Roads and Types of Public Roads Using EOG Smart Glasses and an Algorithm Based on Machine Learning While Driving a Car

Doniec, R., Piaseczna, N., Li, F., Duraj, K., Pour, H. H., Grzegorzek, M., Mocny-Pachońska, K. & Tkacz, E., 09.2022, In: Electronics (Switzerland). 11, 18, 2960.

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

Closed-loop acoustic stimulation during an afternoon nap to modulate subsequent encoding

Koo-Poeggel, P., Neuwerk, S., Petersen, E., Grasshoff, J., Mölle, M., Martinetz, T. & Marshall, L., 12.2022, In: Journal of Sleep Research. 31, 6, e13734.

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

Contributions to the 6th Workshop on Very Large Internet of Things (VLIoT 2022).

Groppe, S., Tiwari, S. & Yu, S., 2022, In: Open J. Internet Things. 8, 1, p. 1-6 6 p., 1.

Research output: Journal Articles › Journal articles › Research

Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologies

Andresen, J., Kepp, T., Ehrhardt, J., von der Burchard, C., Roider, J. & Handels, H., 04.2022, In: International Journal of Computer Assisted Radiology and Surgery. 17, 4, p. 699-710 12 p., 4.

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

15 Citations (Scopus)

Center for Artificial Intelligence Luebeck (ZKIL)

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