Andrea Mannini
Andrea Mannini
IRCCS Fondazione Don Carlo Gnocchi Onlus, Firenze
Потвърден имейл адрес: dongnocchi.it
Machine learning methods for classifying human physical activity from on-body accelerometers
A Mannini, AM Sabatini
Sensors 10 (2), 1154-1175, 2010
Activity recognition using a single accelerometer placed at the wrist or ankle
A Mannini, SS Intille, M Rosenberger, AM Sabatini, W Haskell
Medicine and science in sports and exercise 45 (11), 2193, 2013
A Machine Learning Framework for Gait Classification Using Inertial Sensors: Application to Elderly, Post-Stroke and Huntington’s Disease Patients
A Mannini, D Trojaniello, A Cereatti, AM Sabatini
Sensors 16 (1), 134, 2016
Gait phase detection and discrimination between walking–jogging activities using hidden Markov models applied to foot motion data from a gyroscope
A Mannini, AM Sabatini
Gait & posture 36 (4), 657-661, 2012
Online Decoding of Hidden Markov Models for Gait Event Detection Using Foot-Mounted Gyroscopes
A Mannini, V Genovese, AM Sabatini
IEEE Journal of Biomedical and Health Informatics 18 (4), 1122 - 1130, 2014
A hidden Markov model-based technique for gait segmentation using a foot-mounted gyroscope
A Mannini, AM Sabatini
2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011
Activity Recognition in Youth Using Single Accelerometer Placed at Wrist or Ankle.
A Mannini, M Rosenberger, WL Haskell, AM Sabatini, SS Intille
Medicine and science in sports and exercise 49 (4), 801-812, 2017
Prior-to-and post-impact fall detection using inertial and barometric altimeter measurements
A Sabatini, G Ligorio, A Mannini, V Genovese, L Pinna
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2015
Accelerometry-Based Classification of Human Activities Using Markov Modeling
A Mannini, AM Sabatini
Computational Intelligence and Neuroscience, 2011
Walking speed estimation using foot-mounted inertial sensors: Comparing machine learning and strap-down integration methods
A Mannini, AM Sabatini
Medical engineering & physics 36 (10), 1312-1321, 2014
Wearable Sensors in Sports for Persons with Disability: A Systematic Review
L Rum, O Sten, E Vendrame, V Belluscio, V Camomilla, G Vannozzi, ...
Sensors 21 (5), 1858, 2021
Accelerometry-based recognition of the placement sites of a wearable sensor
A Mannini, AM Sabatini, SS Intille
Pervasive and Mobile Computing 21, 62–74, 2015
Classifier Personalization for Activity Recognition using Wrist Accelerometers
A Mannini, SS Intille
IEEE Journal of Biomedical and Health Informatics, 2018
Machine learning methods for functional recovery prediction and prognosis in post-stroke rehabilitation: a systematic review
S Campagnini, C Arienti, M Patrini, P Liuzzi, A Mannini, MC Carrozza
Journal of NeuroEngineering and Rehabilitation 19 (1), 54, 2022
On-line classification of human activity and estimation of walk-run speed from acceleration data using support vector machines
A Mannini, AM Sabatini
2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011
Grasp force estimation from the transient EMG using high-density surface recordings
IJR Martinez, A Mannini, F Clemente, AM Sabatini, C Cipriani
Journal of Neural Engineering 17 (1), 016052, 2020
A Smartwatch Step Counter for Slow and Intermittent Ambulation
V Genovese, A Mannini, AM Sabatini
IEEE Access 5, 13028-13037, 2017
Hidden Markov Model-Based Strategy for Gait Segmentation using Inertial Sensors: Application to Elderly, Hemiparetic Patients and Huntington's Disease Patients
A Mannini, D Trojaniello, U Della Croce, AM Sabatini
Proceedings of the 37th Annual International Conference of the IEEE …, 2015
Fourier-based integration of quasi-periodic gait accelerations for drift-free displacement estimation using inertial sensors
AM Sabatini, G Ligorio, A Mannini
Biomedical Engineering Online 14 (106), 1-18, 2015
Automatic classification of gait in children with early-onset ataxia or developmental coordination disorder and controls using inertial sensors
A Mannini, O Martinez-Manzanera, TF Lawerman, D Trojaniello, ...
Gait & Posture 52, 287-292, 2017
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