Research output per year
Research output per year
Personal profile
Research interests
Sebastian Kozerke’s research interests are focused on Magnetic Resonance methods for functional and metabolic imaging of the cardiovascular system. The research work aims at providing diagnostic tools to characterize the functional state of the heart and circulatory system in humans with adequate spatiotemporal resolution. Probing diffusion properties of cardiac muscles to gain insights into fiber configuration and dynamic rearrangement thereof constitutes a further field of research. With metabolic information being a very early marker in cardiac diseases, dedicated research to enhance the weak Magnetic Resonance signals from metabolic products is pursued. Beyond the heart, methods to visualize air flow in lungs are developed.
Research interests (short)
Sebastian Kozerke’s research interests are focused on Magnetic Resonance methods for functional and metabolic imaging of the cardiovascular system.
Expertise related to 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. This person’s 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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AI Cardiac MRI Scar Analysis Aids Prediction of Major Arrhythmic Events in the Multicenter DERIVATE Registry
Ghanbari, F., Joyce, T., Lorenzoni, V., Guaricci, A. I., Pavon, A. G., Fusini, L., Andreini, D., Rabbat, M. G., Aquaro, G. D., Abete, R., Bogaert, J., Camastra, G., Carigi, S., Carrabba, N., Casavecchia, G., Censi, S., Cicala, G., De Cecco, C. N., De Lazzari, M. & Di Giovine, G. & 21 others, , May 2023, In: Radiology. 307, 3, e222239.Research output: Contribution to journal › Article › peer-review
24 Citations (Scopus) -
Unipolar MR elastography: Theory, numerical analysis and implementation
Guenthner, C., Sethi, S., Troelstra, M., van Gorkum, R. J. H., Gastl, M., Sinkus, R. & Kozerke, S., 1 Jan 2020, In: NMR in Biomedicine. 33, 1, e4138.Research output: Contribution to journal › Article › peer-review
Open Access4 Citations (Scopus) -
Imaging localized neuronal activity at fast timescales through biomechanics
Fovargue, D., Patz, S., Schregel, K., Nazari, N., Palotai, M., Barbone, P. E., Fabry , B., Hammers, A., Holm, S., Kozerke, S., Nordsletten, D. & Sinkus, R., 28 Feb 2019, (Accepted/In press) In: Science Advances.Research output: Contribution to journal › Article › peer-review
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Imaging localized neuronal activity at fast time scales through biomechanics
Patz, S., Fovargue, D., Schregel, K., Nazari, N., Palotai, M., Barbone, P. E., Fabry, B., Hammers, A., Holm, S., Kozerke, S., Nordsletten, D. & Sinkus, R., 3 Apr 2019, In: Science Advances. 5, 4, 13 p., eaav3816.Research output: Contribution to journal › Article › peer-review
Open AccessFile35 Citations (Scopus)219 Downloads (Pure) -
Long-range decoder skip connections: Exploiting multi-context information for cardiac image segmentation
Gutierrez-Castilla, N., Da Torres, R., Falcao, A. X., Kozerke, S., Schwitter, J., Masci, P. G. & Montoya-Zegarra, J. A., 1 Oct 2019, Proceedings - 32nd Conference on Graphics, Patterns and Images, SIBGRAPI 2019. Institute of Electrical and Electronics Engineers Inc., p. 60-67 8 p. 8919760Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
1 Citation (Scopus)
Projects
- 9 Finished
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Robust three-dimensional whole heart myocardial perfusion MR imaging using highly accelerated data-driven motion corrected parallel imaging
Chiribiri, A. (Primary Investigator), Kozerke, S. (Co-Investigator), Nagel, E. (Co-Investigator) & Perera, D. (Co-Investigator)
1/03/2015 → 28/02/2017
Project: Research
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Towards reliable diffusion MRI of moving organs
Batchelor, P. (Primary Investigator), Prieto Vasquez, C. (Primary Investigator) & Kozerke, S. (Co-Investigator)
EPSRC Engineering and Physical Sciences Research Council
1/12/2010 → 29/02/2016
Project: Research
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Assessment of coronary disease with 3 Tesla magnetic resonance stress perfusion
Nagel, E. (Primary Investigator), Chiribiri, A. (Co-Investigator), Kozerke, S. (Co-Investigator), Perera, D. (Co-Investigator), Redwood, S. (Co-Investigator) & academic, A. (Co-Investigator)
1/11/2010 → 31/10/2012
Project: Research
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Myocardial perfusion in the diabetic heart
academic, A. (Primary Investigator), Grant, P. (Co-Investigator), Kearney, M. (Co-Investigator), Kozerke, S. (Co-Investigator), Nagel, E. (Co-Investigator), Razavi, R. (Co-Investigator) & Siebes, M. (Co-Investigator)
1/10/2010 → 30/09/2015
Project: Research