Patents by Inventor Vasiliki BIKIA

Vasiliki BIKIA has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • SYSTEM AND METHODS FOR REAL TIME NONINVASIVE ESTIMATION OF CARDIOVASCULAR PARAMETERS USING MACHINE LEARNING
    Publication number: 20220287640
    Abstract: Systems and methods are provided for that use noninvasively measured physiologic parameters to predict in real time noninvasively unobservable cardiovascular parameters by employing a one-dimensional arterial tree numerical model calibrated with representative patient data. The numerical model further may be trained and calibrated on a larger database that includes synthetic data using machine-learning algorithms to provide a robust generalized estimator for multiple cardiovascular and hemodynamic parameters.
    Type: Application
    Filed: August 14, 2020
    Publication date: September 15, 2022
    Applicant: ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE (EPFL)
    Inventors: Vasiliki BIKIA, Stamatia PAGOULATOU, Nikolaos STERGIOPULOS