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J.I.M. Parmentier MSc (Jeanne)

About Me

Jeanne is a PhD candidate from the Utrecht University Faculty of Veterinary Medicine and a guest PhD from the Pervasive Systems group, EEMCS, at the University of Twente. 

Before starting her PhD track, she graduated from the Biology Engineering department of the Université de Technology de Compiègne (France) and worked as a research engineer at the National Veterinary School of Alfort. During her studies and early career, she gained experience in quadrupedal gait analysis and the development of measurement tools and algorithms for locomotion evaluation (3D motion capture, force plate, and inertial measurement unit).

Her PhD focuses on bringing more information during equine locomotion evaluations, using sensor networks and machine/deep learning techniques. This information can include kinetic and kinematic analyses, context detection, and ultimately lameness detection. She is part of a multidisciplinary team, including veterinarians, sports physiology and locomotion experts, machine learning and sensing technology specialists, aiming to improve equine welfare and performance. 

Expertise

Agriculture & Biology
Electrodes
Hooves
Horses
Kinetics
Limbs (Animal)
Neural Networks
Prediction
Standardization

Publications

Recent
Parmentier, J. I. M., Serra Bragança, F. M., Hernlund, E. , & van der Zwaag, B. J. (2023). Terrain Type Detection for Smart Equine Gait Analysis Systems Using Inertial Sensors and Machine Learning. 103-111. Paper presented at 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things, DCOSS-IoT 2023, Paphos, Cyprus. https://doi.org/10.1109/DCOSS-IoT58021.2023.00029
Parmentier, J. I. M. , van der Zwaag, B. J., Hernlund, E., Rhodin, M., & Serra Bragança, F. M. (2023). Applying deep learning to IMU data to classify lameness location in horses. S10. Abstract from 9th International Conference on Equine and Canine Locomotion, ICEL 2023, Utrecht, Netherlands. https://doi.org/10.3920/cep2023.s1
Parmentier, J. I. M., Darbandi, H., Munsters, C. C. B. M., & Serra Bragança, F. M. (2022). The effect of standardised exercise tests on equine kinematics varies between disciplines. Comparative Exercise Physiology, 18(Suppl. 1), S74-S74. https://doi.org/10.3920/cep2022.s1
Parmentier, J. I. M., Malmei, S. N., Hartmann, M., & Brommer, H. (2022). Effects of 3D-printed horseshoes on kinematic hoof-parameters at trot on hard surface. Comparative Exercise Physiology, 18(Suppl. 1), S73-S73. https://doi.org/10.3920/cep2022.s1
Parmentier, J. I. M. , Zwaag, B. J. V. D., Weishaupt, M. A., Gmel, A. I. , Havinga, P. J. M., van Weeren, P. R., & Serra Bragança, F. M. (2022). Prediction of kinetic parameters from body mounted IMU data using recurrent neural networks. Comparative Exercise Physiology, 18(Suppl. 1), S45-S45. https://doi.org/10.3920/cep2022.s1

Google Scholar Link

Education

Instructor in: 

- Practical parts of "Lameness Diagnostic, Theory of Acute Lameness in Horses", Utrecht University

- Practical parts of the EGAS modules, Utrecht University

Supervisor in:

Pervasive Computing, University of Twente

Contact Details

Visiting Address

University of Twente
Drienerlolaan 5
7522 NB Enschede
The Netherlands

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Mailing Address

University of Twente
P.O. Box 217
7500 AE Enschede
The Netherlands

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