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ORCIDAndrea Mannini
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2020 – today
- 2023
[j20]Leonardo Corsi, Piergiuseppe Liuzzi
, Sara Ballanti, Maenia Scarpino, Antonio Maiorelli, Raisa Sterpu, Claudio Macchi, Francesca Cecchi, Bahia Hakiki, Antonello Grippo, Antonio Lanatà, Maria Chiara Carrozza, Leonardo Bocchi, Andrea Mannini:
EEG asymmetry detection in patients with severe acquired brain injuries via machine learning methods. Biomed. Signal Process. Control. 79(Part): 104260 (2023)- [j19]Daniele D'Accolti, Francesco Clemente, Andrea Mannini, Enzo Mastinu, Max Ortiz-Catalan, Christian Cipriani:
Online Classification of Transient EMG Patterns for the Control of the Wrist and Hand in a Transradial Prosthesis. IEEE Robotics Autom. Lett. 8(2): 1045-1052 (2023) - [j18]Silvia Campagnini, Guido Pasquini, Florian Schlechtriem, Giulia Fransvea, Laura Simoni, Filippo Gerli, Federica Magaldi, Giovanna Cristella, Robert Riener, Maria Chiara Carrozza, Andrea Mannini:
Estimation of Spatiotemporal Gait Parameters in Walking on a Photoelectric System: Validation on Healthy Children by Standard Gait Analysis. Sensors 23(13): 6059 (2023) - [j17]Piergiuseppe Liuzzi, Bahia Hakiki, Alfonso Magliacano, Giorgio Chiesa, Francesco De Bellis, Francesca Cecchi, Anna Estraneo, Andrea Mannini:
The Consciousness Domain Index: External Validation and Prognostic Relevance of a Data-Driven Assessment. IEEE J. Biomed. Health Informatics 27(7): 3559-3568 (2023) - 2022
- [j16]Piergiuseppe Liuzzi, Silvia Campagnini, Chiara Fanciullacci, Chiara Arienti, Michele Patrini, Maria Chiara Carrozza, Andrea Mannini:
Predicting SARS-CoV-2 infection duration at hospital admission: a deep learning solution. Medical Biol. Eng. Comput. 60(2): 459-470 (2022) - [j15]Marta Gherardini, Agnes Sturma, Anna Bösendorfer, Valerio Ianniciello, Andrea Mannini, Oskar C. Aszmann, Christian Cipriani:
Feasibility Study on Disentangling Muscle Movements in TMR Patients Through a Myokinetic Control Interface for the Control of Artificial Hands. IEEE Robotics Autom. Lett. 7(3): 7240-7246 (2022) - [j14]Luigi Truppa, Lorenzo Nuti, Stefano Mazzoleni, Pietro Garofalo, Andrea Mannini:
Quantitative Analysis of Performance Recovery in Semi-Professional Football Players after the COVID-19 Forced Rest Period. Sensors 22(1): 242 (2022) - [c15]Piergiuseppe Liuzzi, Francesco De Bellis, Alfonso Magliacano, Anna Estraneo, Andrea Mannini:
Consciousness-Domain Index: a data-driven clustering-based consciousness labeling. EMBC 2022: 1062-1065 - [c14]Silvia Campagnini, Piergiuseppe Liuzzi, Silvia Galeri, Angelo Montesano, Manuela Diverio, Francesca Cecchi, Catuscia Falsini, Emanuele Langone, Rita Mosca, Marco Germanotta, Maria Chiara Carrozza, Irene Aprile, Andrea Mannini:
Cross-Validation of Machine Learning Models for the Functional Outcome Prediction after Post-Stroke Robot-Assisted Rehabilitation. EMBC 2022: 4950-4953 - 2021
- [j13]Andrea Mannini, Bahia Hakiki, Piergiuseppe Liuzzi, Silvia Campagnini, Annamaria Romoli, Francesca Draghi, Claudio Macchi, Maria Chiara Carrozza:
Data-driven prediction of decannulation probability and timing in patients with severe acquired brain injury. Comput. Methods Programs Biomed. 209: 106345 (2021) - [j12]Marta Gherardini, Andrea Mannini, Christian Cipriani:
Optimal Spatial Sensor Design for Magnetic Tracking in a Myokinetic Control Interface. Comput. Methods Programs Biomed. 211: 106407 (2021) - [j11]Luigi Truppa, Michelangelo Guaitolini, Pietro Garofalo, Carlo Castagna, Andrea Mannini:
Assessment of Biomechanical Response to Fatigue through Wearable Sensors in Semi-Professional Football Referees. Sensors 21(1): 66 (2021) - [j10]Lorenzo Rum, Oscar Sten, Eleonora Vendrame, Valeria Belluscio, Valentina Camomilla, Giuseppe Vannozzi, Luigi Truppa, Marco Notarantonio, Tommaso Sciarra, Aldo Lazich, Andrea Mannini, Elena Bergamini:
Wearable Sensors in Sports for Persons with Disability: A Systematic Review. Sensors 21(5): 1858 (2021) - [c13]Elisa Setti, Piergiuseppe Liuzzi, Silvia Campagnini, Chiara Fanciullacci, Chiara Arienti, Michele Patrini, Andrea Mannini, Maria Chiara Carrozza:
Predicting post COVID-19 rehabilitation duration with linear kernel SVR. BHI 2021: 1-5 - [c12]Luigi Truppa, Pietro Garofalo, Michele Raggi, Elena Bergamini, Giuseppe Vannozzi, Angelo M. Sabatini, Andrea Mannini:
Magnetic-free Extended Kalman Filter for upper limb kinematic assessment in Yoga. EMBC 2021: 937-940 - [c11]Eleonora Vendrame, Lorenzo Rum, Valeria Belluscio, Luigi Truppa, Giuseppe Vannozzi, Aldo Lazich, Elena Bergamini, Andrea Mannini:
Muscle synergies in archery: an explorative study on experienced athletes with and without physical disability*. EMBC 2021: 6220-6223 - [c10]Luca Pedrelli, Marco Tramontano, Giuseppe Vannozzi, Andrea Mannini:
Deep Echo State Networks for Functional Ambulation Categories Estimation. ESANN 2021 - [c9]Luigi Truppa, Lorenzo Nuti, Stefano Mazzoleni, Pietro Garofalo, Andrea Mannini:
Ballistic skills assessment in semi-professional football players through inertial sensors: the effects of COVID-19 forced rest period. MetroInd4.0&IoT 2021: 187-191 - 2020
- [c8]Michelangelo Guaitolini, Luigi Truppa, Angelo M. Sabatini, Andrea Mannini, Carlo Castagna:
Sport-induced fatigue detection in gait parameters using inertial sensors and support vector machines. BioRob 2020: 170-174
2010 – 2019
- 2019
- [j9]Michelangelo Guaitolini, Federica Aprigliano, Andrea Mannini, Silvestro Micera, Vito Monaco, Angelo Maria Sabatini:
Ambulatory Assessment of the Dynamic Margin of Stability Using an Inertial Sensor Network. Sensors 19(19): 4117 (2019) - [j8]Andrea Mannini, Stephen S. Intille:
Classifier Personalization for Activity Recognition Using Wrist Accelerometers. IEEE J. Biomed. Health Informatics 23(4): 1585-1594 (2019) - [c7]Michelangelo Guaitolini, Federica Aprigliano, Andrea Mannini, Vito Monaco, Silvestro Micera, Angelo Maria Sabatini:
Evaluation of time-frequency features as detectors of lack of balance due to tripping-like perturbations. EMBC 2019: 2443-2446 - 2018
- [c6]Itzel Jared Rodriguez Martinez, Francesco Clemente, Gunter Kanitz, Andrea Mannini, Angelo Maria Sabatini, Christian Cipriani:
Grasp Force Estimation from HD-EMG Recordings with Channel Selection Using Elastic Nets: Preliminary Study. BioRob 2018: 25-30 - 2017
- [j7]Vincenzo Genovese, Andrea Mannini, Angelo M. Sabatini:
A Smartwatch Step Counter for Slow and Intermittent Ambulation. IEEE Access 5: 13028-13037 (2017) - 2016
- [j6]Andrea Mannini, Diana Trojaniello, Andrea Cereatti, Angelo M. Sabatini:
A Machine Learning Framework for Gait Classification Using Inertial Sensors: Application to Elderly, Post-Stroke and Huntington's Disease Patients. Sensors 16(1): 134 (2016) - [j5]Angelo Maria Sabatini, Andrea Mannini:
Ambulatory Assessment of Instantaneous Velocity during Walking Using Inertial Sensor Measurements. Sensors 16(12): 2206 (2016) - 2015
- [j4]Andrea Mannini, Angelo M. Sabatini, Stephen S. Intille:
Accelerometry-based recognition of the placement sites of a wearable sensor. Pervasive Mob. Comput. 21: 62-74 (2015) - [c5]Andrea Mannini, Angelo M. Sabatini:
A smartphone-centered wearable sensor network for fall risk assessment in the elderly. BODYNETS 2015 - [c4]Andrea Mannini, Diana Trojaniello, Ugo Della Croce, Angelo M. Sabatini:
Hidden Markov model-based strategy for gait segmentation using inertial sensors: Application to elderly, hemiparetic patients and Huntington's disease patients. EMBC 2015: 5179-5182 - 2014
- [j3]Andrea Mannini, Vincenzo Genovese, Angelo Maria Sabatini:
Online Decoding of Hidden Markov Models for Gait Event Detection Using Foot-Mounted Gyroscopes. IEEE J. Biomed. Health Informatics 18(4): 1122-1130 (2014) - 2011
- [j2]Andrea Mannini, Angelo M. Sabatini:
Accelerometry-Based Classification of Human Activities Using Markov Modeling. Comput. Intell. Neurosci. 2011: 647858:1-647858:10 (2011) - [c3]Andrea Mannini, Angelo M. Sabatini:
Classification of Human Physical Activities from On-body Accelerometers - A Markov Modeling Approach. BIOSIGNALS 2011: 201-208 - [c2]Andrea Mannini, Angelo Maria Sabatini:
On-line classification of human activity and estimation of walk-run speed from acceleration data using support vector machines. EMBC 2011: 3302-3305 - [c1]Andrea Mannini, Angelo Maria Sabatini:
A hidden Markov model-based technique for gait segmentation using a foot-mounted gyroscope. EMBC 2011: 4369-4373 - 2010
- [j1]Andrea Mannini, Angelo Maria Sabatini:
Machine Learning Methods for Classifying Human Physical Activity from On-Body Accelerometers. Sensors 10(2): 1154-1175 (2010)
Coauthor Index
aka: Angelo Maria Sabatini
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