Research Output per year
Research Output per year
Personal profile
Scientific Focus
Research Interests
- Parameter Estimation in Physiological Systems
- Biomedical Signal Processing
- Estimation of Quasi-Periodic Systems
Current Projects
Surface Electromyography for Improved State Estimation in Physiological Systems
CV
Jan Graßhoff holds a B.Sc. degree in Computer Science from Universität zu Lübeck, since 2014. In 2016, he received his M.Sc. degree also in Computer Science from Universität zu Lübeck. For his Master's thesis he joined Dräger Medical GmbH, working on respiratory parameter estimation.
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):
Research Areas and Centers
- Academic Focus: Biomedical Engineering
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A simple mathematical lung model of Chronic Obstructive Pulmonary Disease (COPD)
Hennigs, C., Bilda, F., Graßhoff, J., Rostalski, P. & Hardel, T. T., 2023. 2 p.Research output: Contribution to conference › Conference Papers › peer-review
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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) -
Uncertainty Analysis of Deep Kernel Learning Methods on Diabetic Retinopathy Grading
Siebert, M., Grasshoff, J. & Rostalski, P., 2023, In: IEEE Access. 11, p. 146173-146184 12 p.Research output: Journal Articles › Journal articles › Research › peer-review
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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
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Multi-Task Gaussian Process Regression for the Detection of Sleep Cycles in Premature Infants
Brugge, N., Graßhoff, J., Weigenand, A. & Rostalski, P., 27.04.2022, Proceedings of ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEEResearch output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review