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Andrea Mannini
Andrea Mannini
IRCCS Fondazione Don Carlo Gnocchi Onlus, Firenze
Verified email at dongnocchi.it
Title
Cited by
Cited by
Year
Machine learning methods for classifying human physical activity from on-body accelerometers
A Mannini, AM Sabatini
Sensors 10 (2), 1154-1175, 2010
9952010
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
4842013
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
2512016
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
2002012
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
1372014
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
1232011
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
982017
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
902015
Accelerometry-Based Classification of Human Activities Using Markov Modeling
A Mannini, AM Sabatini
Computational Intelligence and Neuroscience, 2011
892011
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
752014
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
632021
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
562015
Classifier Personalization for Activity Recognition using Wrist Accelerometers
A Mannini, SS Intille
IEEE Journal of Biomedical and Health Informatics, 2018
542018
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
492011
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
482022
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
432020
A Smartwatch Step Counter for Slow and Intermittent Ambulation
V Genovese, A Mannini, AM Sabatini
IEEE Access 5, 13028-13037, 2017
422017
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
402015
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
352015
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
332017
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