Luca Abel
Luca Abel, M. Sc.
Academic CV
Since 10/2022 | Researcher and PhD Candidate
Machine Learning and Data Analytics Lab, |
10/2019 – 09/2022 | M. Sc. in Medical Engineering “Medical Image and Data Processing”
Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) Master’s Thesis: Machine Learning-Based Detection of Acute Psychosocial Stress from Dynamic Movements |
03/2021 – 07/2022 | Student assistant Digital Psychology Lab EmpkinS D03 |
12/2018 – 03/2021 | Working student
Portabiles GmbH |
09/2015 – 03/2019 | B. Sc. in Medical Engineering “Medical Imaging”
Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) Bachelor’s Thesis: Classification and prediction of acute stress-induced response patterns |
Research Projects
Publications
2023
Contactless Heart Rate Estimation using a 61 GHz Continuous-Wave Radar
IEEE-EMBS International Conference on Body Sensor Networks: Sensor and Systems for Digital Health (MIT Media Lab, Boston MA, 9. October 2023 - 11. October 2023)
BibTeX: Download
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VoStress – Voice-based Detection of Acute Psychosocial Stress
2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, 15. October 2023 - 18. October 2023)
In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023
DOI: 10.1109/BHI58575.2023.10313458
URL: https://www.mad.tf.fau.de/files/2023/12/oesten23_stress_detection_voice.pdf
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CARWatch – A smartphone application for improving the accuracy of cortisol awakening response sampling
In: Psychoneuroendocrinology 151 (2023), p. 106073
ISSN: 0306-4530
DOI: 10.1016/j.psyneuen.2023.106073
URL: https://www.sciencedirect.com/science/article/abs/pii/S0306453023000513
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openTSST – An open web platform for large-scale, video-based motion analysis during acute psychosocial stress
IEEE-EMBS International Conference on Body Sensor Networks: Sensor and Systems for Digital Health (MIT Media Lab, Boston, MA, 9. October 2023 - 11. October 2023)
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2019
Classification of Acute Stress-Induced Response Patterns
EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth '19) (Trento, 20. May 2019 - 23. May 2019)
DOI: 10.1145/3329189.3329231
URL: https://www.mad.tf.fau.de/files/2019/05/2019-Abel-PervasiveHealth-StressResponsePatterns.pdf
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Teaching
Picture: TF FAU | FATHER&SUN