Dr. Bernd Stetter
- Academic employee
119, Geb. 40.40
+49 721 608 - 43542
Bernd Stetter ∂does-not-exist.kit edu
Engler-Bunte-Ring 15
76131 Karlsruhe
Stetter, B. J.; Stein, T. (2024). Machine Learning in Biomechanics: Enhancing Human Movement Analysis. Artificial Intelligence in Sports, Movement, and Health. Ed.: C. Dindorf, 139–160, Springer Nature Switzerland. doi:10.1007/978-3-031-67256-9_9
Stetter, B. J.; Fiedler, J.; Arndt, M.; Stein, T.; Sell, S. (2024). Impact of a Semi-Rigid Knee Orthotic Intervention on Pain, Physical Activity, and Functional Capacity in Patients with Medial Knee Osteoarthritis. Journal of Clinical Medicine, 13 (6), Article no: 1535. doi:10.3390/jcm13061535
Stetter, B. J.; Herzog, M.; Möhler, F.; Sell, S.; Stein, T. (2020). Modularity in motor control : similarities in kinematic synergies across varying locomotion tasks. Frontiers in sports and active living, (2), Art.-Nr.: 596063. doi:10.3389/fspor.2020.596063
Stetter, B. J.; Krafft, F. C.; Ringhof, S.; Stein, T.; Sell, S. (2020). A Machine Learning and Wearable Sensor Based Approach to Estimate External Knee Flexion and Adduction Moments During Various Locomotion Tasks. Frontiers in Bioengineering and Biotechnology, 8, Article: 9. doi:10.3389/fbioe.2020.00009
Stetter, B. J.; Ringhof, S.; Krafft, F.; Sell, S.; Stein, T. (2019). Estimation of Knee Joint Forces in Sport Movements Using Wearable Sensors and Machine Learning. Sensors, 19 (17), Article: 3690. doi:10.3390/s19173690
Stetter, B. J.; Buckeridge, E.; Nigg, S. R.; Sell, S.; Stein, T. (2019). Towards a wearable monitoring tool for in-field ice hockey skating performance analysis. European journal of sport science, 19 (7), 893–901. doi:10.1080/17461391.2018.1563634
2024
Fiedler, J.; Bergmann, M. R.; Sell, S.; Woll, A.; Stetter, B. J. (2024). Just-in-Time Adaptive Interventions for Behavior Change in Physiological Health Outcomes and the Use Case for Knee Osteoarthritis: Systematic Review. Journal of Medical Internet Research, 26, e54119. doi:10.2196/54119
Bittendorf, C.; Stein, T.; Sell, S.; Stetter, B. J. (2024). Development of an IMU-based motion capture system for swimming: A study protocol. Current issues in sport science, 9 (4), Art.-Nr.: 015. doi:10.36950/2024.4ciss015
Weber, J.; Stetter, B. J. (2024). Effects of different wearable sensors and locomotion tasks on machine learning-based joint moment prediction. Current issues in sport science, 9 (4), Art.-Nr.: 016. doi:10.36950/2024.4ciss016
Stetter, B. J.; Stein, T. (2024). Machine Learning in Biomechanics: Enhancing Human Movement Analysis. Artificial Intelligence in Sports, Movement, and Health. Ed.: C. Dindorf, 139–160, Springer Nature Switzerland. doi:10.1007/978-3-031-67256-9_9
Stetter, B. J.; Fadillioglu, C.; Sell, S.; Stein, T. (2024). Effects of running shoe stack height on movement variability - a shared biomechanical and motor control perspective. ISBS 2024 Conference Proceedings;Eds.: J. Holder, I. Fessl, E. Harbour,, H. Schwameder, Artikel 268.
Fadillioglu, C.; Stetter, B. J.; Stein, T. (2024). Effects of stack height on running biomechanics during level, uphill and downhill running at different speeds. ISBS 2024 Conference Proceedings;Eds.: J. Holder, I. Fessl, E. Harbour,, H. Schwameder, Artikel 45, International Society of Biomechanics in Sports (ISBS).
Stetter, B. J.; Fiedler, J.; Arndt, M.; Stein, T.; Sell, S. (2024). Impact of a Semi-Rigid Knee Orthotic Intervention on Pain, Physical Activity, and Functional Capacity in Patients with Medial Knee Osteoarthritis. Journal of Clinical Medicine, 13 (6), Article no: 1535. doi:10.3390/jcm13061535
Brocherie, F.; Stetter, B. J.; Poltavski, D.; Vigh-Larsen, J. F. (2024). Editorial: Hockey: testing and performance. Frontiers in sports and active living, 6. doi:10.3389/fspor.2024.1364470
2023
Herzog, M.; Krafft, F. C.; Stetter, B. J.; d’Avella, A.; Sloot, L. H.; Stein, T. (2023). Rollator usage lets young individuals switch movement strategies in sit-to-stand and stand-to-sit tasks. Scientific reports, 13 (1), Art.-Nr.: 16901. doi:10.1038/s41598-023-43401-6
Stetter, B. J.; Kuklok, S.; Sell, S.; Stein, T. (2023). Prediction of lower limb joint moments during walking based on 3D hip, knee and ankle angles. dvs-Biomechanik 2023. Tagungsband. Hrsg.: K. Witte, 74–76, Steinbeis-Edition.
Stetter, B. J.; Arensmann, A.; Sell, S.; Stein, T. (2023). Knee joint forces during sport locomotion: A comparison of linear, turning and cutting movements. Book of Abstracts of the 28th Annual Congress of the European College of Sport Science (ECSS). Ed.: G. Guilhem, 850–851.
Stetter, B. J. (2023). Data Science und Sportbiomechanik – Anwendungen im Bereich Sport, Medizin und Gesundheit. 2. Sports, Medicine and Health Summit 2023 (2023), Hamburg, Germany, June 22–24, 2023.
2022
Steingrebe, H.; Stetter, B. J.; Sell, S.; Stein, T. (2022). Effects of Hip Bracing on Gait Biomechanics, Pain and Function in Subjects With Mild to Moderate Hip Osteoarthritis. Frontiers in Bioengineering and Biotechnology, 10, Art.Nr. 888775. doi:10.3389/fbioe.2022.888775
2021
Möhler, F.; Stetter, B.; Müller, H.; Stein, T. (2021). Stride-to-Stride Variability of the Center of Mass in Male Trained Runners After an Exhaustive Run: A Three Dimensional Movement Variability Analysis With a Subject-Specific Anthropometric Model. Frontiers in sports and active living, 3, Art.-Nr. 665500. doi:10.3389/fspor.2021.665500
Stetter, B. J. (2021, April 6). Wearable Sensors and Machine Learning based Human Movement Analysis – Applications in Sports and Medicine. PhD dissertation. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000131001
Drongelen, S. van; Stetter, B. J.; Böhm, H.; Stief, F.; Stein, T.; Meurer, A. (2021). Identification of Patients with Similar Gait Compensating Strategies Due to Unilateral Hip Osteoarthritis and the Effect of Total Hip Replacement: A Secondary Analysis. Journal of Clinical Medicine, 10 (10), Article: 2167. doi:10.3390/jcm10102167
2020
Fadillioglu, C.; Stetter, B. J.; Ringhof, S.; Krafft, F. C.; Sell, S.; Stein, T. (2020). Automated gait event detection for a variety of locomotion tasks using a novel gyroscope-based algorithm. Gait & posture, 81, 102–108. doi:10.1016/j.gaitpost.2020.06.019
Krafft, F. C.; Stetter, B. J.; Stein, T.; Ellermann, A.; Flechtenmacher, J.; Eberle, C.; Sell, S.; Potthast, W. (2020). Deficient knee joint biomechanics in bilateral jumping after anterior cruciate ligament reconstruction. Clinical biomechanics, 77, Article no: 105048. doi:10.1016/j.clinbiomech.2020.105048
Stetter, B. J.; Herzog, M.; Möhler, F.; Sell, S.; Stein, T. (2020). Modularity in motor control : similarities in kinematic synergies across varying locomotion tasks. Frontiers in sports and active living, (2), Art.-Nr.: 596063. doi:10.3389/fspor.2020.596063
Stetter, B. J.; Möhler, F.; Krafft, F. C.; Sell, S.; Stein, T. (2020). Identification of fatigue-related kinematic changes in elite runners using a support vector machine approach. ISBS Proceedings Archive, 38 (1), Article no: 68.
Krafft, F.; Kiefer, T.; Stetter, B.; Sell, S.; Stein, T. (2020). Why is the left knee rather prone to injury during team handball-specific side-cutting maneuvers to the right?. ISBS Conference Proceedings Archive / International Society of Biomechanics in Sports, 38 (1), Art. 126/S. 496–499.
Stetter, B. J.; Krafft, F. C.; Ringhof, S.; Stein, T.; Sell, S. (2020). A Machine Learning and Wearable Sensor Based Approach to Estimate External Knee Flexion and Adduction Moments During Various Locomotion Tasks. Frontiers in Bioengineering and Biotechnology, 8, Article: 9. doi:10.3389/fbioe.2020.00009
2019
Möhler, F.; Ringhof, S.; Derbertin, D.; Stetter, B.; Stein, T. (2019, January 16). The influence of fatigue on running coordination: a 3D uncontrolled manifold analysis. 16. Jahrestagung der Sektion Sportmotorik der Deutschen Vereinigung für Sportwissenschaft - Adaptation, Lernen und virtuelle Welten (2019), Bern, Switzerland, January 16–18, 2019.
Krafft, F.; Stetter, B.; Potthast, W.; Ellermann, A.; Flechtenmacher, S.; Eberle, C.; Sell, S.; Stein, T. (2019). Kinematic and Kinetic Compensations during Bilateral Landing Six Months after ACL Reconstruction. Book of Abstract of the 27th Congress of the International Society of Biomechanics (ISB2019) and 43rd Annual Meeting of the American Society of Biomechanics (ASB2019), Calgary, Canada, July 31st - August 4th.
Möhler, F.; Stetter, B.; Ringhof, S.; Stein, T. (2019). Influence of fatigue on coordination in competitive runners. Progress in Motor Control XII : Movement Improvement, Amsterdam.
Stetter, B.; Herzog, M.; Moehler, F.; Sell, S.; Stein Thorsten. (2019). Eine vergleichende Analyse modularer Kontrollstrategien bei unterschiedlichen alltagsrelevanten Lokomotionsaufgaben. Sport im öffentlichen Raum : 24. dvs-Hochschultag, Berlin, 18.-20. September 2019 : Abstracts. Hrsg.: A. Arampatzis, Feldhaus.
Stetter, B.; Herzog, M.; Sell, S.; Stein, T. (2019). Similarities in modular control structures across varying locomotion tasks. Book of Abstracts of the 27th Congress of the International Society of Biomechanics (ISB2019) and 43rd Annual Meeting of the American Society of Biomechanics (ASB2019), Calgary, Canada, Juli 31 - August 4, 2019, Calgary.
Stetter, B.; Krafft, F.; Ringhof, S.; Sell, S.; Stein, T. (2019). Assessing knee joint forces using wearable sensors and machine learning techniques. Proceedings der DVS-Jahrestagung Biomechanik 2019, Konstanz, 10 - 12 April 2019. Hrsg.: M. Vieten, L. Assländer, H. Riehle, M. Gruber, 55–56, Universität Konstanz.
Stetter, B. J.; Ringhof, S.; Krafft, F.; Sell, S.; Stein, T. (2019). Estimation of Knee Joint Forces in Sport Movements Using Wearable Sensors and Machine Learning. Sensors, 19 (17), Article: 3690. doi:10.3390/s19173690
Richert, F. C.; Stein, T.; Ringhof, S.; Stetter, B. J. (2019). The effect of the heel-to-toe drop of standard running shoes on lower limb biomechanics. Footwear science, 1–10. doi:10.1080/19424280.2019.1630016
Stetter, B. J.; Buckeridge, E.; Nigg, S. R.; Sell, S.; Stein, T. (2019). Towards a wearable monitoring tool for in-field ice hockey skating performance analysis. European journal of sport science, 19 (7), 893–901. doi:10.1080/17461391.2018.1563634
2018
Stetter, B., J.; Buckeridge, E.; Nigg, S. R.; Stein, T.; Sell, S.; Nigg, B. M. (2018). Biomechanical performance analysis of ice hockey skating based on a body worn accelerometer. Book of Abstracts of the 23rd Annual Congress of the European College of Sport Science (ECSS), 4th - 7th July 2018, Dublin, Ireland. Ed.: M. Murphy, ECSS.
Stetter, B. J.; Krafft, F. C.; Ringhof, S.; Gruber, R.; Sell, S.; Stein, T. (2018). Estimation of the knee joint load in sport-specific movements using wearable sensors. spinfortec 2018 - 12. Symposium der Sektion Sportinformatik und Sporttechnologie der Deutschen Vereinigung für Sportwissenschaft (dvs) (Book of Abstracts), Garching bei München, 4 - 7 September 2018.
Krafft, F. C.; Stetter, B.; Potthast, W.; Ellermann, A.; Flechtenmacher, J.; Eberle, C.; Sell, S.; Stein, T. (2018). Functional Adaptations of ACL Reconstructed Subjects in 90° Walking Turns. Book of Abstracts of the 23rd Annual Congress oft he European College of Sports Science (ECSS), Dublin, IRL, July 4-7, 2018.
2017
Krafft, F. C.; Ringhof, S.; Stetter, B.; Potthast, W.; Ellermann, A.; Flechtenmacher, J.; Eberle, C.; Sell, S.; Stein, T. (2017). Changes in Dynamic Stability after ACL reconstruction and Rehabilitation. 22nd Annual Congress of European College of Sport Science (ECSS). Essen, Germany. 5. - 8. July 2017.
Krafft, F. C.; Stetter, B. J.; Stein, T.; Ellermann, A.; Flechtenmacher, J.; Eberle, C.; Sell, S.; Potthast, W. (2017). How does functionality proceed in ACL reconstructed subjects? Proceeding of functional performance from pre- to six months post-ACL reconstruction. PLoS one, 12 (5), e0178430. doi:10.1371/journal.pone.0178430
2016
Krafft, F. C.; Stetter, B.; Stein, T.; Ellermann, A.; Flechtenmacher, J.; Eberle, C.; Sell, S.; Potthast, W. (2016). Functional performance deficits six month after Anterior Cruciate Ligament (ACL) Reconstruction. 21st annual congress of the European College of Sport Science, 6th-9th July, Vienna, Austria, University of Vienna.
Krafft, F. C.; Stetter, B.; Stein, T.; Sell, S.; Ellermann, A.; Eberle, C.; Flechtenmacher, J.; Potthast, W. (2016). Multiple functional testing after ACL reconstruction. Human Movement and Technology: Book of Abstracts - 11th joint Conference on Motor Control & Learning, Biomechanics & Training - Human Movement and Technology. Hrsg.: J. Wiemeyer, 44–46, Shaker Verlag.
Stetter, B.; Buckeridge, E.; Tscharner, V. von; Nigg, S. R.; Nigg, B. M. (2016). A novel approach to determine strides, ice contact, and swing phase during ice hockey skating using a single accelerometer. Journal of applied biomechanics, 32 (1), 101–106. doi:10.1123/jab.2014-0245
2015
Buckeridge, E.; LeVangie, M. C.; Stetter, B.; Nigg, S. R.; Nigg, B. M. (2015). An on-ice measurement approach to analyse the biomechanics of ice hockey skating. PLoS one, 10 (5), e0127324. doi:10.1371/journal.pone.0127324
Research interests
- Biomechanics of human movement
- Clinical biomechanics
- Wearable sensors based on human movement analysis
- Machine learning in biomechanics
Research projects
- Improving surgical treatment outcomes in Hip Osteoarthritis based on Biomechanical and Biomarkers Discoveries (HOBBID)
- Biomechanical evaluation of a knee brace for the treatment of medio-tibiofemoral knee osteoarthritis
- Biomechanical evaluation of a sensor-equipped knee brace for joint load estimation in patiens with knee osteoarthritis
Teaching
- VL "Neuromechanics: Motor Control and Biomechanics of Human Movements" (Master)
- PS "Anatomy"
- PS "Exercise Science"
- Ü "Gait and Balance Analysis"
Vita
| Since 2021 | Research associate / Postdoc, IfSS, KIT |
| 2015 - 2021 | Research assistant and PhD Student, IfSS, KIT |
| 2014/2015 | Research assistant, Pattern Recognition Lab, Department of Computer Science, Friedrich-Alexander-University of Erlangen-Nuernberg |
| 2014 |
Research stay at the Human Performance Lab, University of Calgary, Canada |
| 2011 – 2014 |
Master of Science in Sports Science (major: Movement and Technology), KIT |
| 2013 |
Semester abroad at Human Performance Lab, University of Calgary, Canada |
| 2008 – 2011 | Bachelor of Engineering in Technical Orthopedics, University of Applied Sciences Münster |
Prices and Scholarships
- 1st place at the dvs-young-generation-keynote 2023 at the Sports, Medicine and Health Summit in Hamburg
- 3rd place at the dvs-young-generation-awards 2019 at the 24th day of sport scientific universities of the dvs
- Travel scholarship in the circumstances of the dvs-young-generation-awards 2019
- Graduate Award 2014 of the IfSS for the Master's Program "Movement and Technology"
- PROMOS-Scholarship (2013)
- NRW-Scholarship (2010/11)