Rebecca Lennartz
Rebecca Lennartz, M. Sc.
Department Artificial Intelligence in Biomedical Engineering (AIBE)
Lehrstuhl für Maschinelles Lernen und Datenanalytik
Carl-Thiersch-Straße 2b
91052 Erlangen
- Email: rebecca.lennartz@fau.de
| since 01/2023 | Researcher & Doctoral Candidate
Machine Learning and Data Analytics Lab, |
| 05/2022-10/2022 | Visiting Student
Benno Niggs Research Group at the Human Performance Lab, University of Calgary |
| 05/2021-04/2022 | Student Assistant
Machine Learning and Data Analytics Lab, |
| 10/2020-11/2022 | M.Sc. in Medical Engineering, “Medical Image and Data Processing”
Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) |
| 03/2020-08/2020 | Internship
Laser Application Center, TRUMPF Laser GmbH Schramberg |
| 09/2019-12/2019 | Studies abroad
University of New Brunswick (Canada) |
| 03/2018-03/2019 | Internship and project work
Biomechanical Lab, Aesculap AG Tuttlingen |
| 09/2016-08/2020 | B.Sc. in Medical Engineering, “Industrial MedTec”
Hochschule Furtwangen University (HFU) in Tuttlingen |
I am part of the Sports Analytics Research group working on biosignals and their signal processing as well as machine learning in the context of sports. Projects I contributed to are:
2024
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Neural network and layer-wise relevance propagation reveal how ice hockey protective equipment restricts players’ motion
In: PLoS ONE 19 (2024), p. e0312268
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0312268
BibTeX: Download - , , , , , , :
The Influence of Gamification on Motivation and Cardiac Variables in Soccer
29th Annual Congress of the European College of Sport Science (Glasgow, Scotland, UK, 2. July 2024 - 5. July 2024)
In: Book of Abstracts of the 29th Annual Congress of the European College of Sport Science 2024
URL: https://www.ecss.mobi/DATA/CONGRESSES/GLASGOW_2024/DOCUMENTS/2024_BOA_Web.pdf
BibTeX: Download - , , , , , :
Differences in running technique between runners with better and poorer running economy and lower and higher milage: An artificial neural network approach
In: Scandinavian journal of medicine & science in sports 34 (2024)
ISSN: 0905-7188
DOI: 10.1111/sms.14605
BibTeX: Download
2023
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The Influence of Protective Equipment on Performance in Ice Hockey
XXIX Conference of the International Society of Biomechanics (ISB) (Fukuoka, 30. July 2023 - 3. August 2023)
In: ISB Program & Abstract Book 2023
URL: https://263c08f5a9.clvaw-cdnwnd.com/8878d3cf4a2a08b86932691d02722bb8/200000434-f2bb0f2bb3/ISB_JSB2023 Program - Abstract Book.pdf?ph=263c08f5a9
BibTeX: Download
2022
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AB1528-HPR FULL BODY HAPTIC BODYSUIT - AN INSTRUMENT TO MEASURE THE RANGE AND SPEED OF MOTION IN PATIENTS WITH AXIAL SPONDYLOARTHRITIS (axSpA) - PRELIMINARY RESULTS
In: Annals of the Rheumatic Diseases 81 (2022), p. 1866.2-1867
ISSN: 0003-4967
DOI: 10.1136/annrheumdis-2022-eular.3069
BibTeX: Download
Courses
Innovation Lab for Wearable and Ubiquitous Computing
Supervised Projects:
| Term | Title |
| Winter Term 2024/2025 | In Cooperation with Siemens |
| Summer Term 2023 | Happy Plate
In Cooperation with BesserEsser |
| Winter Term 2023/2024 | FAUTogether App
In Cooperation with Claudia Barnickel |
| Summer Term 2023 | ConduListen
In Cooperation with WSAudiology |
| Year | Type | Student | Titel |
| 2024 | Bachelor Thesis | Fabian Hirn |
Investigating the Expected Goals Metric using Biomechanical Features gained from Pose Estimation |
| 2024 | Master Thesis | Sangeetha Poolayulla Chelottillam |
Machine learning analysis of factors affecting motivation and performance in recreational running |
| 2024 | Bachelor Thesis | Yannis Maag |
Deep Learning-based Activity Recognition in Soccer Using IMUs |
| 2024 | Master Thesis | Lucas Wittmann |
Measuring Motivation in Sports: A Machine Learning Approach to Analyse the Effect of Gamification on Biosignals and Motivation in Sport |
| 2024 | Master Thesis | Roobesj Balaji |
A Multimodal Approach to Analyze the Relation Between Motivation and Performance in Soccer |
| 2023 | MaD-Project | Lucas Wittmann |
Video-Based Ball Tracking for Soccer Drills in an Igloo Immersive Space |
| 2023 | MaD-Project | Roobesh Balaji |
Video-Based Ball Tracking for Soccer Drills in an Igloo Immersive Space |
Partners
Picture: TF FAU | FATHER&SUN