Cereatti, Andrea

A machine Learning Framework for Gait classification using inertial sensors: application to Elderly, Post-Stroke and Huntington’s Disease Patients

Mannini, A., Trojaniello, D., Cereatti, A., & Sabatini, A. (2016) · Sensors

Gait Recognition and AnalysisBalance, Gait, and Falls Prevention

Cited by 242

ISB recommendations on the definition, estimation, and reporting of joint kinematics in human motion analysis applications using wearable inertial measurement technology

Cereatti, A., Gurchiek, R., Mündermann, A., Fantozzi, S., Horak, F., Delp, S., & Aminian, K. (2024) · Journal of Biomechanics

Context-Aware Activity Recognition SystemsLower Extremity Biomechanics and Pathologies

Cited by 79

Mobility recorded by wearable devices and gold standards: the Mobilise-D procedure for data standardization

Palmerini, L., Reggi, L., Bonci, T., Del Din, S., Micó-Amigo, M. E., Salis, F., Bertuletti, S., Caruso, M., Cereatti, A., Gazit, E., et al. (2023) · Scientific Data

Context-Aware Activity Recognition SystemsPhysical Activity and Health

Cited by 52

Self-supervised learning of wrist-worn daily living accelerometer data improves the automated detection of gait in older adults

Brand, Y. E., Kluge, F., Palmerini, L., Paraschiv-Ionescu, A., Becker, C., Cereatti, A., Maetzler, W., Sharrack, B., Vereijken, B., Yarnall, A. J., et al. (2024) · Scientific Reports

Context-Aware Activity Recognition SystemsBalance, Gait, and Falls Prevention

Cited by 19

Automated Gait Detection in Older Adults during Daily-Living using Self-Supervised Learning of Wrist- Worn Accelerometer Data: Development and Validation of ElderNet

Brand, Y. E., Kluge, F., Palmerini, L., Paraschiv-Ionescu, A., Becker, C., Cereatti, A., Maetzler, W., Sharrack, B., Vereijken, B., Yarnall, A. J., et al. (2024) · Scientific Reports

Context-Aware Activity Recognition SystemsBalance, Gait, and Falls Prevention

Cited by 19