Katharina Jäger
Katharina Jäger, M. Sc.
Department Artificial Intelligence in Biomedical Engineering (AIBE)
Lehrstuhl für Maschinelles Lernen und Datenanalytik
Carl-Thiersch-Straße 2b
91054 Erlangen
Academic CV
| since 09/2020 | Researcher and PhD Candidate
Machine Learning and Data Analytics Lab |
| 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 |
| 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 |
| 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 |
Research Projects
Publications
2022
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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 - , , , , , , , , , :
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 - , , , , , , , :
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 - , , , , , , , :
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 - , , , , , , , :
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 - , , , , , , , , , :
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 - , , , , , , , :
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
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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
Student Theses
| Year | Name | Title |
| 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) |