Daniel Krauß
Daniel Krauß, M. Sc.
Academic CV
Since 03/2022 | Researcher and PhD Candidate
Machine Learning and Data Analytics Lab, |
08/2020 – 01/2021 | Semester abroad in Hungary “Computer Engineering”
Budapest University of Technology and Economics |
10/2020 – 02/2021 | Teaching Assistant
Data Structures and Algorithms |
12/2019 – 06/2020 | Working student
Future Sports at Adidas AG, Herzogenaurach |
04/2019 – 01/2022 | M.Sc in Medical Engineering “Medical Image and Data Processing”
Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) Master’s Thesis: Benchmarking of Sleep/Wake Detection Algorithms using Wearable Sensors and Machine Learning |
09/2016 – 04/2108 | Teaching Assistant
Data Structures and Algorithms & Medical Engineering I |
09/2015 – 01/2019 | B.Sc in Medical Engineering “Medical Production Technology, Device Engineering and Prosthetics”
Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) Bachelor’s Thesis: Heart Rate Variability Analysis for Unsupervised Tilt Table Testing during Daily-life Activities |
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)
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Benchmarking of Sleep Stage Detection Algorithms on a Large Cohort using Actigraphy, HRV and Respiration Information
IEEE-EMBS International Conference on Body Sensor Networks: Sensor and Systems for Digital Health (MIT Media Lab, Boston MA USA, 9. October 2023 - 11. October 2023)
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Author Correction: Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID (Scientific Reports, (2023), 13, 1, (13167), 10.1038/s41598-023-40263-w)
In: Scientific Reports 13 (2023), Article No.: 16307
ISSN: 2045-2322
DOI: 10.1038/s41598-023-43373-7
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Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID
In: Scientific Reports 13 (2023), p. 13167-
ISSN: 2045-2322
DOI: 10.1038/s41598-023-40263-w
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2022
Benchmarking of Sleep/Wake Detection Algorithms on a Large Cohort using Actigraphy, HRV, and Respiration Information
IEEE-EMBS International Conference on Biomedical and Health Informatics (Ioaninna, 26. September 2022 - 30. September 2022)
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Towards Integration of Sleep Quality in Sports Monitoring – Improving Wearable Sleep Detection Algorithms through Respiratory Information
13th World Congress of Performance Analysis of Sport 2022 & 13th International Symposium on Computer Science in Sport 2022 (Wien, 10. September 2022 - 13. September 2022)
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Awards
- : Routledge Young Researcher Award (2nd place) (International Association of Computer Science in Sport) – 2022
Student Theses
Year | Name | Title |
2022 | Philipp Dörfler | Comparison of Algorithms for Respiratory Information Extraction from Wearable Sensors
(Bachlor’s Thesis) |