Short CV

Carolin Wuerich, M.Sc., has been working as a researcher at the Fraunhofer Institut für Mikroelektronische Schaltungen und Systeme (IMS) since January 2020.

In 2017 she finished her Bachelor's degree in electronics and automation at the DHBW Stuttgart. In 2019 she received her Master's degree in "Artificial Intelligence" at the Universitat Politécnica de Catalunya, Spain, for her work on the automated detection of behavioural patterns based  on egocentrical images.

In November 2023, she obtained her doctorate on the topic of optical blood pressure measurement using artificial intelligence, earning her the degree of Dr.-Ing.

Contact

Fraunhofer IMS
Finkenstraße 61, 47057 Duisburg
Tel. +49 203 3783-352
Carolin.wuerich(at)ims.fraunhofer.de

Publications

    Journal articles

  • Wuerich, Carolin; Wichum, Felix; El-Kadri, Omar; Ghantawi, Kusay; Grewal, Navraj; Wiede, Christian; Seidl, Karsten
    Blood Pressure Estimation based on Electrocardiograms
    In: Current Directions in Biomedical Engineering Vol. 8 (2022) Nr. 2, pp. 53 - 56
  • Wuerich, Carolin; Rademacher, Robin; Wiede, Christian; Grabmaier, Anton
    PTT-based Contact-less Blood Pressure Measurement using an RGB-Camera
    In: Current Directions in Biomedical Engineering Vol. 7 (2021) Nr. 2, pp. 375 - 378
  • Abstracts

  • Wuerich, Carolin; Rademacher, Robin; Wiede, Christian; Grabmaier, Anton;
    PTT-based Contact-less Blood Pressure Measurement using an RGBCamera
    55th Annual Conference of the German Society for Biomedical Engineering (VDE|DGBMT) - BMT2021, 5-7 October 2021, Hannover,
    In: Biomedical engineering = Biomedizinische Technik Vol. 66 (2021) Nr. S1 - Abstracts of the 55th Annual Meeting of the German Society of Biomedical Engineering (5 – 7 October 2021, Hannover), Seite S238
  • Wuerich, Carolin; Wiede, Christian; Schiele, Gregor; Grabmaier, Anton;
    Fall Risk Assessment : A Comparative Analysis of Fall Risks in Elderly and their Underlying Causes
    54. Jahrestagung der Deutschen Gesellschaft für Biomedizinische Technik - BMT 2020, 29.9.-1.10.2020, Leipzig, online,
    In: Biomedical engineering = Biomedizinische Technik Vol. 65 (2020) Nr. s1, Seiten S225 - S226
  • Wiede, Christian; Grundmann, Kai; Wuerich, Carolin; Rademacher, Robin; Heidemann, Burkhard; Grabmaier, Anton;
    Fast Triage of Covid-19 Patients in Hospitals by Means of Remote Respiration Rate Determination
    54. Jahrestagung der Deutschen Gesellschaft für Biomedizinische Technik - BMT 2020, 29.9.-1.10.2020, Leipzig, online,
    In: Biomedical engineering = Biomedizinische Technik Vol. 65 (2020) Nr. s1, Seite S243
  • Book articles / Proceedings papers

  • Wuerich, Carolin; Wiede, Christian; Schiele, Gregor
    Cuffless Beat-to-Beat Blood Pressure Estimation from Photoplethysmogram Signals
    In: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS) / 36th International Symposium on Computer-Based Medical Systems (CBMS), 22-24 June 2023, L'Aquila, Italy 2023, pp. 305 - 310
  • Wuerich, Carolin; Humm, Eva-Maria; Wiede, Christian; Schiele, Gregor
    A Feature-based Approach on Contact-less Blood Pressure Estimation from Video Data
    In: Proceedings of the 30th European Signal Processing Conference (EUSIPCO 2022) / 30th European Signal Processing Conference (EUSIPCO 2022): Belgrade, Serbia; 29 August - 2 September 2022 2022, pp. 1343 - 1347
  • Wiede, Christian; Seidel, Roman; Wuerich, Carolin; Haskovic, Damir; Hirtz, Gangolf; Grabmaier, Anton
    An User-centred AI-based Assistance System to Encounter Pandemics in Clinical Environments : a Concept Overview
    In: Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications: Volume 4 / 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2021, 8-10 February 2021, Online Streaming / Farinella, Giovanni Maria; Radeva, Petia; Braz, Jose; Bouatouch, Kadi (Eds.) 2021, pp. 693 - 700
  • Wuerich, Carolin; Wichum, Felix; Wiede, Christian; Grabmaier, Anton
    Contactless Optical Respiration Rate Measurement for a Fast Triage of SARS-CoV-2 Patients in Hospitals
    In: Proceedings of the International Conference on Image Processing and Vision Engineering / International Conference on Image Processing and Vision Engineering (IMPROVE 2021), 28-30 April 2021, online / Imai, Francisco; Distante, Cosimo; Battiato, Sebastiano (Eds.) 2021, pp. 29 - 35
  • Thesis

  • Wuerich, Carolin;
    Non-invasive continuous blood pressure measurement using machine learning
    Duisburg, Essen (2023) xxii, 151 Seiten