Dear ESB members,
Registration is still open for the first 2025 ESB Webinar, organised by the ESB Early Career Committee (formerly the ESB Student Committee).
Title: The Role of Machine Learning in Biomechanics: Power, Precision, and Critical Thinking
Speaker: Dr. Matteo Tanadini (Lecturer at ETH Zurich and the University of Oxford)
Date: Monday, 17 March 2025, 16:00 CET
Abstract:
Machine Learning is revolutionising research in biomechanics, accelerating analysis and uncovering insights at an unprecedented pace. However, while these tools are powerful, they do not replace the need for critical thinking and creativity in research. To fully harness machine learning’s potential, researchers must thoughtfully design their approaches, interpret results with scrutiny, and ensure models align with real-world biomechanical principles. This talk will explore how Machine Learning accelerates research while reinforcing the irreplaceable role of human expertise in guiding and validating these powerful tools.
Key takeaways:
Human knowledge, critical thinking and creativity (still) play a fundamental role in making good research in biomechanics and related fields.
Short bio:
Dr. Matteo Tanadini studied Biology at the University of Lausanne (Switzerland). During his Master’s in Evolutionary Biology, his growing interest in Statistics led him to pursue a Master’s degree in Statistics at ETH Zurich. He later worked for two years at the Statistical Consulting Service of ETH Zurich, providing expertise to researchers across disciplines. He then moved to the UK, where he earned a PhD in Applied Statistics from the University of Oxford. Following his PhD, Matteo worked as a data scientist for several consulting firms before founding his own data science company in 2020. His current work focuses on statistical modeling and model validation, with expertise in modern parametric models and the statistical software R. Matteo is currently a lecturer at ETH Zurich and the University of Oxford.
With Kind Regards,
ESB Early Career committee
