Katharina Jäger

Katharina Jäger, M. Sc.

Researcher & PhD Candidate

Department Artificial Intelligence in Biomedical Engineering (AIBE)
Lehrstuhl für Maschinelles Lernen und Datenanalytik

Room 01.019
Carl-Thiersch-Straße 2b
91054 Erlangen

Email: katharina.jaeger@fau.de
Website: https://www.mad.tf.fau.de/person/katharina-jager/

LinkedIn: Page of Katharina Jäger

Academic CV

since 09/2020	Researcher and PhD Candidate Machine Learning and Data Analytics Lab Department of Computer Science, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)
10/2017-05/2020	M.Sc. in Medical Engineering, “Medical Image and Data Processing” Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) Majors: Pattern Recognition, Image Processing, Biomedical Signal Processing, Deep Learning Master’s Thesis: “Detecting Labor in Pregnant Women with a Wearable Pregnancy Tracker using Machine Learning”
06/2019-12/2019	Research Intern and Master’s Thesis Bloomlife, Belgium
11/2016-06/2019	Working Student Magnetic Resonance Imaging, Siemens Healthineers
08/2015-04/2016	Scientific Assistant Chair of Multimedia Communications and Signal Processing Department of Electrical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)
10/2013-04/2017	B.Sc. in Medical Engineering, “Medical Imaging Systems” Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) Majors: Image and Signal Processing, Embedded Systems Bachelor’s Thesis: “Development of an ImageJ Plugin to automatically detect variations in vessel diameters”

Research Projects

SMART Start

Publications

2022

Flaucher M., Nissen M., Jäger K., Titzmann A., Pontones C., Hübner H., Fasching P., Beckmann M., Gradl S., Eskofier B.:
Smartphone-Based Colorimetric Analysis of Urine Test Strips for At-Home Prenatal Care
In: IEEE Journal of Translational Engineering in Health and Medicine (2022), p. 1-9
ISSN: 2168-2372
DOI: 10.1109/JTEHM.2022.3179147
BibTeX: Download
Herzer L., Mücke A., Richer R., Albrecht NC., Heyder M., Jäger K., König V., Koelpin A., Rohleder N., Eskofier B.:
Influence of Sensor Position and Body Movements on Radar-Based Heart Rate Monitoring
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
DOI: 10.1109/BHI56158.2022.9926775
URL: https://www.mad.tf.fau.de/files/2022/11/herzer_muecke22_validation_mis.pdf
BibTeX: Download
Jäger K., Nissen M., Richer R., Rahm S., Titzmann A., Fasching P., Eskofier B., Leutheuser H.:
Machine Learning-based Detection of In-Utero Fetal Presentation from Non-Invasive Fetal ECG
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
DOI: 10.1109/BHI56158.2022.9926804
BibTeX: Download
Müller V., Richer R., Henrich L., Berger L., Gelardi A., Jäger K., Eskofier B., Rohleder N.:
The Stroop Competition: A Social-Evaluative Stroop Test for Acute Stress Induction
IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
DOI: 10.1109/BHI56158.2022.9926835
URL: https://www.mad.tf.fau.de/files/2022/11/mueller22_stroop_competition.pdf
BibTeX: Download
Müller V., Richer R., Jäger K., Henrich L., Berger L., Gelardi A., Eskofier B., Rohleder N.:
The Stroop Competition: A Social-Evaluative Stroop Test For Acute Stress Induction
79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, 23. March 2022 - 26. March 2022)
In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine, PHILADELPHIA: 2022
BibTeX: Download
Nissen M., Slim S., Jäger K., Flaucher M., Hübner H., Danzberger N., Fasching P., Beckmann M., Gradl S., Eskofier B.:
Heart Rate Measurement Accuracy of Fitbit Charge 4 and Samsung Galaxy Watch Active2: Device Evaluation Study
In: JMIR Formative Research 6 (2022), p. e33635
ISSN: 2561-326X
DOI: 10.2196/33635
BibTeX: Download
Vorberg L., Pflüger S., Richer R., Jäger K., Küderle A., Nassall K., Eskofier B., Rohleder N.:
Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns Using Machine Learning
79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, 23. March 2022 - 26. March 2022)
In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine, PHILADELPHIA: 2022
BibTeX: Download

2021

Dörflinger L., Nissen M., Jäger K., Wirth M., Titzmann A., Pontones C., Fasching P., Beckmann M., Gradl S., Eskofier B.:
Digital Maternity Records: Motivation, Acceptance, Requirements, Usability and Prototype Evaluation of an Interface for Physicians and Midwives
MuC '21: Mensch und Computer 2021 (Ingolstadt, 5. September 2021 - 8. September 2021)
In: Mensch und Computer 2021 2021
DOI: 10.1145/3473856.3473994
BibTeX: Download

Teaching

Biomedical Signal Analysis

Student Theses

Year	Name	Title
2023	Jonas Gruber	Influence of Different Stimulus Intensities of Cold Air on Driver Drowsiness (Master’s Thesis)
2022	Luisa Graf	Cardiac Monitoring of Heart Failure Patients using Smartwatches (Master’s Thesis)
2022	Siri Pflüger	Analyzing the Health Status of Heart Failure Patients based on Telemonitoring Data using Machine Learning (Master’s Thesis)
2021	Carlos Perez	Usability Aspects of Pregnancy Applications and Digital Maternity Records (Master’s Thesis)
2021	Simone Rahm	group:Fetal Heart Rate Extraction from Wearable Non-Invasive Electrocardiogram Devices (Master’s Thesis)
2020	Luisa Dörflinger	group:Digital Maternity Records: Physician’s Perspective on Motivation and Usability (Bachelor’s Thesis)

Katharina Jäger

Katharina Jäger, M. Sc.

Academic CV Academic CV

Research Projects Research Projects

Publications Publications

2022

2021

Teaching Teaching

Student Theses Student Theses

Academic CV

Research Projects

Publications

Teaching

Student Theses