Jan Graßhoff

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 16

Top Topics

Gaussian Process

Top Venues

Publications

Carlotta Hennigs, Franziska Bilda, Jan Graßhoff, Stephan Walterspacher, Philipp Rostalski
A switching lung mechanics model for detection of expiratory flow limitation. Autom. 72 (5) (2024)
Marlin Siebert, Jan Graßhoff, Philipp Rostalski
Uncertainty Analysis of Deep Kernel Learning Methods on Diabetic Retinopathy Grading. IEEE Access 11 (2023)
Jan Graßhoff, Eike Petersen, Stephan Walterspacher, Philipp Rostalski
Model-Based Estimation of Inspiratory Effort Using Surface EMG. IEEE Trans. Biomed. Eng. 70 (1) (2023)
Lukas Boudnik, Jan Graßhoff, Felix Vollmer, Philipp Rostalski
Muscle Artifact Removal in Single-Channel Electrocardiograms using Temporal Convolutional Networks. EMBC (2022)
Roman Kusche, Andra Oltmann, Jan Graßhoff, Philipp Rostalski
Comfortable Body Surface Potential Mapping by Means of a Dry Electrode Belt. EMBC (2022)
Felix Vollmer, Jan Graßhoff, Philipp Rostalski
Probabilistic Ultra-Wideband TDoA Localization with Bias Correction. EUSIPCO (2022)
Nele Sophie Brügge, Jan Graßhoff, Arne Weigenand, Philipp Rostalski
Multi-Task Gaussian Process Regression for the Detection of Sleep Cycles in Premature Infants. ICASSP (2022)
Ayla Nawaz, Christian Herzog né Hoffmann, Jan Graßhoff, Sven Pfeiffer, Gerwald Lichtenberg, Philipp Rostalski
Probabilistic model-based fault diagnosis for the cavities of the European XFEL. Autom. 69 (6) (2021)
Georg Männel, Jan Graßhoff, Philipp Rostalski, Hossam S. Abbas
. CDC (2021)
Mareike Stender, Jan Graßhoff, Tanya Braun, Ralf Möller, Philipp Rostalski
A Hybrid Factor Graph Model for Biomedical Activity Detection. BHI (2021)
Eike Petersen, Julia Sauer, Jan Graßhoff, Philipp Rostalski
Removing Cardiac Artifacts From Single-Channel Respiratory Electromyograms. IEEE Access 8 (2020)
Jan Graßhoff, Alexandra Jankowski, Philipp Rostalski
Scalable Gaussian Process Separation for Kernels with a Non-Stationary Phase. ICML (2020)
Jan Graßhoff, Georg Männel, Hossam S. Abbas, Philipp Rostalski
Model Predictive Control using Efficient Gaussian Processes for Unknown Disturbance Inputs. CDC (2019)
Jan Graßhoff, Eike Petersen, Tobias Becher, Philipp Rostalski
Automatic Estimation of Respiratory Effort using Esophageal Pressure. EMBC (2019)
Jan Graßhoff, Alexandra Jankowski, Philipp Rostalski
Scalable Gaussian Process Regression for Kernels with a Non-Stationary Phase. CoRR (2019)
Jan Graßhoff, Eike Petersen, Marcus Eger, Giacomo Bellani, Philipp Rostalski
A template subtraction method for the removal of cardiogenic oscillations on esophageal pressure signals. EMBC (2017)
Jan Graßhoff, Ralf Bruder, Achim Schweikard, Floris Ernst
Kalman Filter-Based Head Tracking for Cranial Radiation Therapy with Low-Cost Range-Imaging Cameras. Bildverarbeitung für die Medizin (2014)