Jan Graßhoff

According to our database, Jan Graßhoff authored at least 18 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A switching lung mechanics model for detection of expiratory flow limitation.

Carlotta Hennigs, Franziska Bilda, Jan Graßhoff, Stephan Walterspacher, Philipp Rostalski

Autom., May, 2024

2023

Model-Based Estimation of Inspiratory Effort Using Surface EMG.

Jan Graßhoff, Eike Petersen, Stephan Walterspacher, Philipp Rostalski

IEEE Trans. Biomed. Eng., 2023

Uncertainty Analysis of Deep Kernel Learning Methods on Diabetic Retinopathy Grading.

Marlin Siebert, Jan Graßhoff, Philipp Rostalski

IEEE Access, 2023

2022

Multi-Task Gaussian Process Regression for the Detection of Sleep Cycles in Premature Infants.

Nele Sophie Brügge, Jan Graßhoff, Arne Weigenand, Philipp Rostalski

Proceedings of the IEEE International Conference on Acoustics, 2022

Probabilistic Ultra-Wideband TDoA Localization with Bias Correction.

Felix Vollmer, Jan Graßhoff, Philipp Rostalski

Proceedings of the 30th European Signal Processing Conference, 2022

Comfortable Body Surface Potential Mapping by Means of a Dry Electrode Belt.

Roman Kusche, Andra Oltmann, Jan Graßhoff, Philipp Rostalski

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Muscle Artifact Removal in Single-Channel Electrocardiograms using Temporal Convolutional Networks.

Lukas Boudnik, Jan Graßhoff, Felix Vollmer, Philipp Rostalski

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Recursively Feasible Model Predictive Control using Latent Force Models Applied to Disturbed Quadcopters.

Jonas Gruner, Niklas Schmid, Georg Männel, Jan Grasshoff, Hossam S. Abbas, Philipp Rostalski

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Probabilistic model-based fault diagnosis for the cavities of the European XFEL.

Ayla Nawaz, Christian Herzog né Hoffmann, Jan Graßhoff, Sven Pfeiffer, Gerwald Lichtenberg, Philipp Rostalski

Autom., 2021

Iterative Gaussian Process Model Predictive Control with Application to Physiological Control Systems^*.

Georg Männel, Jan Graßhoff, Philipp Rostalski, Hossam S. Abbas

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

A Hybrid Factor Graph Model for Biomedical Activity Detection.

Mareike Stender, Jan Graßhoff, Tanya Braun, Ralf Möller, Philipp Rostalski

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020

Removing Cardiac Artifacts From Single-Channel Respiratory Electromyograms.

Eike Petersen, Julia Sauer, Jan Graßhoff, Philipp Rostalski

IEEE Access, 2020

Scalable Gaussian Process Separation for Kernels with a Non-Stationary Phase.

Jan Graßhoff, Alexandra Jankowski, Philipp Rostalski

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Scalable Gaussian Process Regression for Kernels with a Non-Stationary Phase.

Jan Graßhoff, Alexandra Jankowski, Philipp Rostalski

CoRR, 2019

Automatic Estimation of Respiratory Effort using Esophageal Pressure.

Jan Graßhoff, Eike Petersen, Tobias Becher, Philipp Rostalski

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Model Predictive Control using Efficient Gaussian Processes for Unknown Disturbance Inputs.

Jan Graßhoff, Georg Männel, Hossam S. Abbas, Philipp Rostalski

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2017

A template subtraction method for the removal of cardiogenic oscillations on esophageal pressure signals.

Jan Graßhoff, Eike Petersen, Marcus Eger, Giacomo Bellani, Philipp Rostalski

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2014

Kalman Filter-Based Head Tracking for Cranial Radiation Therapy with Low-Cost Range-Imaging Cameras.

Jan Graßhoff, Ralf Bruder, Achim Schweikard, Floris Ernst

Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014