Data-Driven Aortic Pressure Curve Reconstruction using Electrical Impedance Measurements

Application of a VAE and a mapper for arterial pressure curve reconstruction of real world experimental data.

Code for the technical paper for publication in the EUSIPCO 2025 Conference Proceedings.

Please see or cite:

@INPROCEEDINGS{11226240,
  author={Thönes, Jacob P. and Richter, Henryk and Fuchs, Patricia and Krukewitt, Lisa and Mueller-Graf, Fabian and Zitzmann, Amelie R. and Böhm, Stephan H. and Reuter, Daniel A. and Kuehn, Volker and Spors, Sascha},
  booktitle={2025 33rd European Signal Processing Conference (EUSIPCO)},
  title={Data-Driven Aortic Pressure Curve Reconstruction Using Electrical Impedance Measurements},
  year={2025},
  volume={},
  number={},
  pages={1607-1611},
  keywords={Training;Electrical impedance tomography;Impedance measurement;Accuracy;Time series analysis;Ventilation;Real-time systems;Time measurement;Pressure measurement;Monitoring;EIT;Data-Driven;Aortic Pressure Estimation},
  doi={10.23919/EUSIPCO63237.2025.11226240}
}