Andrea Mannini
Orcid: 0000-0003-0760-052X
According to our database1,
Andrea Mannini
authored at least 35 papers
between 2010 and 2023.
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Bibliography
2023
The Consciousness Domain Index: External Validation and Prognostic Relevance of a Data-Driven Assessment.
IEEE J. Biomed. Health Informatics, July, 2023
Estimation of Spatiotemporal Gait Parameters in Walking on a Photoelectric System: Validation on Healthy Children by Standard Gait Analysis.
Sensors, July, 2023
Online Classification of Transient EMG Patterns for the Control of the Wrist and Hand in a Transradial Prosthesis.
IEEE Robotics Autom. Lett., 2023
EEG asymmetry detection in patients with severe acquired brain injuries via machine learning methods.
Biomed. Signal Process. Control., 2023
2022
Quantitative Analysis of Performance Recovery in Semi-Professional Football Players after the COVID-19 Forced Rest Period.
Sensors, 2022
Feasibility Study on Disentangling Muscle Movements in TMR Patients Through a Myokinetic Control Interface for the Control of Artificial Hands.
IEEE Robotics Autom. Lett., 2022
Predicting SARS-CoV-2 infection duration at hospital admission: a deep learning solution.
Medical Biol. Eng. Comput., 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Cross-Validation of Machine Learning Models for the Functional Outcome Prediction after Post-Stroke Robot-Assisted Rehabilitation.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Assessment of Biomechanical Response to Fatigue through Wearable Sensors in Semi-Professional Football Referees.
Sensors, 2021
Sensors, 2021
Data-driven prediction of decannulation probability and timing in patients with severe acquired brain injury.
Comput. Methods Programs Biomed., 2021
Optimal Spatial Sensor Design for Magnetic Tracking in a Myokinetic Control Interface.
Comput. Methods Programs Biomed., 2021
Ballistic skills assessment in semi-professional football players through inertial sensors: the effects of COVID-19 forced rest period.
Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2021
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
Muscle synergies in archery: an explorative study on experienced athletes with and without physical disability<sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
2020
Sport-induced fatigue detection in gait parameters using inertial sensors and support vector machines.
Proceedings of the 8th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, 2020
2019
IEEE J. Biomed. Health Informatics, 2019
Ambulatory Assessment of the Dynamic Margin of Stability Using an Inertial Sensor Network.
Sensors, 2019
Evaluation of time-frequency features as detectors of lack of balance due to tripping-like perturbations.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Grasp Force Estimation from HD-EMG Recordings with Channel Selection Using Elastic Nets: Preliminary Study.
Proceedings of the 7th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2018
2017
2016
Ambulatory Assessment of Instantaneous Velocity during Walking Using Inertial Sensor Measurements.
Sensors, 2016
A Machine Learning Framework for Gait Classification Using Inertial Sensors: Application to Elderly, Post-Stroke and Huntington's Disease Patients.
Sensors, 2016
2015
Pervasive Mob. Comput., 2015
Hidden Markov model-based strategy for gait segmentation using inertial sensors: Application to elderly, hemiparetic patients and Huntington's disease patients.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
A smartphone-centered wearable sensor network for fall risk assessment in the elderly.
Proceedings of the 10th EAI International Conference on Body Area Networks, 2015
2014
Online Decoding of Hidden Markov Models for Gait Event Detection Using Foot-Mounted Gyroscopes.
IEEE J. Biomed. Health Informatics, 2014
2011
Comput. Intell. Neurosci., 2011
A hidden Markov model-based technique for gait segmentation using a foot-mounted gyroscope.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
On-line classification of human activity and estimation of walk-run speed from acceleration data using support vector machines.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Classification of Human Physical Activities from On-body Accelerometers - A Markov Modeling Approach.
Proceedings of the BIOSIGNALS 2011, 2011
2010
Machine Learning Methods for Classifying Human Physical Activity from On-Body Accelerometers.
Sensors, 2010