Research Output per year
Research Output per year
Organisation profile
About us
The following areas of medical informatics are the focus of our research activities:
In the field of medical image processing and virtual reality simulation image processing methods, algorithms and software systems are developed for computer-based diagnostic and therapy. By using methods of semantic interoperability (semantic plug and play) cross-institutional health care delivery processes can be improved. This is mainly achieved by utilizing heterogeneous patient and device data in health care in order to enable computer-based exchange, analysis and decision support. The activities can be assigned to the following areas:
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4D Medical Image Computing
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Segmentation an Pattern Recognition in Medical Image Data
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Image Registration and Correspondence Analysis
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Image based Virtual Reality Simulation and Modelling
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Machine learning for multimodal image analysis in medicine
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eHealth
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Research output
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An Assessment of the Freshness of Fruits and Vegetables Through the Utilization of Bioimpedance Spectroscopy (BIS)—A Preliminary Study
Kluza, M., Karpiel, I., Duch, K., Komorowski, D. & Sieciński, S., 11.03.2025, In: Foods. 2025, 14, 947 p., 16.Research output: Journal Articles › Journal articles › Research › peer-review
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Classification of the Heartbeats in Electrocardiograms with K-Nearest Neighbors Algorithm, Random Forests, and Support Vector Machines - A Pilot Study
Vural, M. S., Heryan, K., Sieciński, S., Biłko, P. & Grzegorzek, M., 18.02.2025, Lecture Notes in Networks and Systems: Innovations in Biomedical Engineering 2024. MaST 2024. Springer, Cham, Vol. 1202. p. 177-184 8 p. (Lecture Notes in Networks and Systems; vol. 1202 LNNS).Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review
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Enhancing brain tumor detection using optical coherence tomography and variational autoencoders
Strenge, P., Lange, B., Draxinger, W., Theisen-Kunde, D., Spahr-Hess, S., Bonsanto, M. M., Huber, R., Brinkmann, R. & Handels, H., 02.04.2025, Medical Imaging 2025: Clinical and Biomedical Imaging. Gimi, B. S. & Krol, A. (eds.). SPIE, Vol. 13410. p. 134101PResearch output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review
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Team-Flow and Team-Effectiveness in Virtual Teams
Peifer, C. (Principal Investigator (PI)) & Grzegorzek, M. (Principal Investigator (PI))
01.01.21 → 31.12.25
Project: DFG Projects › DFG Individual Projects
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OncoReg-Challenge: Evaluation for the integration of anatomical expert knowledge from retrospective data in oncological computed tomographic image registration with artificial intelligence
Heinrich, M. (Principal Investigator (PI)) & Sieren, M. M. (Principal Investigator (PI))
01.01.22 → 31.12.24
Project: Projects with Federal Funding › Federal Funding: BMBF (Education and Research)
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Visualization, interpretability and trustworthiness of AI-based features for the characterization of musculoskeletal disorders
Heinrich, M. (Principal Investigator (PI)), Glüer, C. C. (Consortial Partner), Koch, R. (Consortial Partner), Engelke, K. (Consortial Partner) & Meyer, C. (Consortial Partner)
01.10.20 → 31.03.24
Project: Projects with Federal Funding › Federal Funding: BMBF (Education and Research)
Prizes
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1st award for The Competition for the Best Dissertation defended in 2020
Sieciński, S. (Award Recipient), 15.07.2021
Prize: Research Prizes, Scientific Awards
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3. BVM Preis 2021 in der Kategorie "Beste wissenschaftliche Arbeit"
Bigalke, A. (Award Recipient), Hansen, L. (Award Recipient) & Heinrich, M. (Award Recipient), 09.03.2021
Prize: Research Prizes, Scientific Awards
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Bernd Fischer Award 2013
Werner, R. (Award Recipient), 06.11.2013
Prize: Awards of the University of Luebeck
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VDE DGBMT (External organisation)
Sieciński, S. (Member)
07.2024Activity: Membership types › Professional Society
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Bildverarbeitung in der Medizin 2021
Handels, H. (Organiser) & Wrage, J.-H. (Organiser)
07.03.2021 → 09.03.2021Activity: Organisation of events › Organisation of conferences and congresses
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IEEE (External organisation)
Sieciński, S. (Member)
01.01.2018Activity: Membership types › Professional Society
Datasets
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eVAS: A user-friendly electronic Visual Analogue Scale
Gouverneur, P. (Scientific Creator), Li, F. (Scientific Creator), Luebke, L. (Scientific Creator), Szikszay, T. (Scientific Creator), Roelen, S. D. (Scientific Creator), Krajewski, J. (Scientific Creator), Luedtke, K. (Scientific Creator) & Grzegorzek, M. (Scientific Creator), ZENODO, 08.03.2025
DOI: 10.5281/zenodo.14992387, https://zenodo.org/records/14992387
Dataset