Andrea Mannini

35 papers B 1Journal 20Unranked 14

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	EEG asymmetry detection in patients with severe acquired brain injuries via machine learning methods. Biomed. Signal Process. Control. 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
2023	J	`jnl`	Estimation of Spatiotemporal Gait Parameters in Walking on a Photoelectric System: Validation on Healthy Children by Standard Gait Analysis. Sensors Silvia Campagnini, Guido Pasquini, Florian Schlechtriem, Giulia Fransvea, Laura Simoni, Filippo Gerli, Federica Magaldi, Giovanna Cristella, Robert Riener, Maria Chiara Carrozza, Andrea Mannini
2023	J	`jnl`	Online Classification of Transient EMG Patterns for the Control of the Wrist and Hand in a Transradial Prosthesis. IEEE Robotics Autom. Lett. Daniele D'Accolti, Francesco Clemente, Andrea Mannini, Enzo Mastinu, Max Ortiz-Catalan, Christian Cipriani
2023	J	`jnl`	The Consciousness Domain Index: External Validation and Prognostic Relevance of a Data-Driven Assessment. IEEE J. Biomed. Health Informatics Piergiuseppe Liuzzi, Bahia Hakiki, Alfonso Magliacano, Giorgio Chiesa, Francesco De Bellis, Francesca Cecchi, Anna Estraneo, Andrea Mannini
2022	—	`conf`	Consciousness-Domain Index: a data-driven clustering-based consciousness labeling. EMBC Piergiuseppe Liuzzi, Francesco De Bellis, Alfonso Magliacano, Anna Estraneo, Andrea Mannini
2022	—	`conf`	Cross-Validation of Machine Learning Models for the Functional Outcome Prediction after Post-Stroke Robot-Assisted Rehabilitation. EMBC 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
2022	J	`jnl`	Feasibility Study on Disentangling Muscle Movements in TMR Patients Through a Myokinetic Control Interface for the Control of Artificial Hands. IEEE Robotics Autom. Lett. Marta Gherardini, Agnes Sturma, Anna Bösendorfer, Valerio Ianniciello, Andrea Mannini, Oskar C. Aszmann, Christian Cipriani
2022	J	`jnl`	Predicting SARS-CoV-2 infection duration at hospital admission: a deep learning solution. Medical Biol. Eng. Comput. Piergiuseppe Liuzzi, Silvia Campagnini, Chiara Fanciullacci, Chiara Arienti, Michele Patrini, Maria Chiara Carrozza, Andrea Mannini
2022	J	`jnl`	Quantitative Analysis of Performance Recovery in Semi-Professional Football Players after the COVID-19 Forced Rest Period. Sensors Luigi Truppa, Lorenzo Nuti, Stefano Mazzoleni, Pietro Garofalo, Andrea Mannini
2021	J	`jnl`	Assessment of Biomechanical Response to Fatigue through Wearable Sensors in Semi-Professional Football Referees. Sensors Luigi Truppa, Michelangelo Guaitolini, Pietro Garofalo, Carlo Castagna, Andrea Mannini
2021	—	`conf`	Ballistic skills assessment in semi-professional football players through inertial sensors: the effects of COVID-19 forced rest period. MetroInd4.0&IoT Luigi Truppa, Lorenzo Nuti, Stefano Mazzoleni, Pietro Garofalo, Andrea Mannini
2021	J	`jnl`	Data-driven prediction of decannulation probability and timing in patients with severe acquired brain injury. Comput. Methods Programs Biomed. Andrea Mannini, Bahia Hakiki, Piergiuseppe Liuzzi, Silvia Campagnini, Annamaria Romoli, Francesca Draghi, Claudio Macchi, Maria Chiara Carrozza
2021	B	`conf`	Deep Echo State Networks for Functional Ambulation Categories Estimation. ESANN Luca Pedrelli, Marco Tramontano, Giuseppe Vannozzi, Andrea Mannini
2021	—	`conf`	Magnetic-free Extended Kalman Filter for upper limb kinematic assessment in Yoga. EMBC Luigi Truppa, Pietro Garofalo, Michele Raggi, Elena Bergamini, Giuseppe Vannozzi, Angelo M. Sabatini, Andrea Mannini
2021	—	`conf`	Muscle synergies in archery: an explorative study on experienced athletes with and without physical disability EMBC Eleonora Vendrame, Lorenzo Rum, Valeria Belluscio, Luigi Truppa, Giuseppe Vannozzi, Aldo Lazich, Elena Bergamini, Andrea Mannini
2021	J	`jnl`	Optimal Spatial Sensor Design for Magnetic Tracking in a Myokinetic Control Interface. Comput. Methods Programs Biomed. Marta Gherardini, Andrea Mannini, Christian Cipriani
2021	—	`conf`	Predicting post COVID-19 rehabilitation duration with linear kernel SVR. BHI Elisa Setti, Piergiuseppe Liuzzi, Silvia Campagnini, Chiara Fanciullacci, Chiara Arienti, Michele Patrini, Andrea Mannini, Maria Chiara Carrozza
2021	J	`jnl`	Wearable Sensors in Sports for Persons with Disability: A Systematic Review. Sensors Lorenzo Rum, Oscar Sten, Eleonora Vendrame, Valeria Belluscio, Valentina Camomilla, Giuseppe Vannozzi, Luigi Truppa, Marco Notarantonio, Tommaso Sciarra, Aldo Lazich, Andrea Mannini, Elena Bergamini
2020	—	`conf`	Sport-induced fatigue detection in gait parameters using inertial sensors and support vector machines. BioRob Michelangelo Guaitolini, Luigi Truppa, Angelo M. Sabatini, Andrea Mannini, Carlo Castagna
2019	J	`jnl`	Ambulatory Assessment of the Dynamic Margin of Stability Using an Inertial Sensor Network. Sensors Michelangelo Guaitolini, Federica Aprigliano, Andrea Mannini, Silvestro Micera, Vito Monaco, Angelo Maria Sabatini
2019	J	`jnl`	Classifier Personalization for Activity Recognition Using Wrist Accelerometers. IEEE J. Biomed. Health Informatics Andrea Mannini, Stephen S. Intille
2019	—	`conf`	Evaluation of time-frequency features as detectors of lack of balance due to tripping-like perturbations. EMBC Michelangelo Guaitolini, Federica Aprigliano, Andrea Mannini, Vito Monaco, Silvestro Micera, Angelo Maria Sabatini
2018	—	`conf`	Grasp Force Estimation from HD-EMG Recordings with Channel Selection Using Elastic Nets: Preliminary Study. BioRob Itzel Jared Rodriguez Martinez, Francesco Clemente, Gunter Kanitz, Andrea Mannini, Angelo Maria Sabatini, Christian Cipriani
2017	J	`jnl`	A Smartwatch Step Counter for Slow and Intermittent Ambulation. IEEE Access Vincenzo Genovese, Andrea Mannini, Angelo M. Sabatini
2016	J	`jnl`	A Machine Learning Framework for Gait Classification Using Inertial Sensors: Application to Elderly, Post-Stroke and Huntington's Disease Patients. Sensors Andrea Mannini, Diana Trojaniello, Andrea Cereatti, Angelo M. Sabatini
2016	J	`jnl`	Ambulatory Assessment of Instantaneous Velocity during Walking Using Inertial Sensor Measurements. Sensors Angelo Maria Sabatini, Andrea Mannini
2015	—	`conf`	A smartphone-centered wearable sensor network for fall risk assessment in the elderly. BODYNETS Andrea Mannini, Angelo M. Sabatini
2015	J	`jnl`	Accelerometry-based recognition of the placement sites of a wearable sensor. Pervasive Mob. Comput. Andrea Mannini, Angelo M. Sabatini, Stephen S. Intille
2015	—	`conf`	Hidden Markov model-based strategy for gait segmentation using inertial sensors: Application to elderly, hemiparetic patients and Huntington's disease patients. EMBC Andrea Mannini, Diana Trojaniello, Ugo Della Croce, Angelo M. Sabatini
2014	J	`jnl`	Online Decoding of Hidden Markov Models for Gait Event Detection Using Foot-Mounted Gyroscopes. IEEE J. Biomed. Health Informatics Andrea Mannini, Vincenzo Genovese, Angelo Maria Sabatini
2011	—	`conf`	A hidden Markov model-based technique for gait segmentation using a foot-mounted gyroscope. EMBC Andrea Mannini, Angelo Maria Sabatini
2011	J	`jnl`	Accelerometry-Based Classification of Human Activities Using Markov Modeling. Comput. Intell. Neurosci. Andrea Mannini, Angelo M. Sabatini
2011	—	`conf`	Classification of Human Physical Activities from On-body Accelerometers - A Markov Modeling Approach. BIOSIGNALS Andrea Mannini, Angelo M. Sabatini
2011	—	`conf`	On-line classification of human activity and estimation of walk-run speed from acceleration data using support vector machines. EMBC Andrea Mannini, Angelo Maria Sabatini
2010	J	`jnl`	Machine Learning Methods for Classifying Human Physical Activity from On-Body Accelerometers. Sensors Andrea Mannini, Angelo Maria Sabatini