Andrea Mannini

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 29

Top Topics

Extended Kalman Filter

Outcome Prediction

Machine Learning

Top Venues

IEEE J. Biomed. Health Informatics

IEEE Robotics Autom. Lett.

Publications

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) (2023)
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) (2023)
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) (2023)
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) (2023)
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)
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) (2022)
Piergiuseppe Liuzzi, Francesco De Bellis, Alfonso Magliacano, Anna Estraneo, Andrea Mannini
Consciousness-Domain Index: a data-driven clustering-based consciousness labeling. EMBC (2022)
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) (2022)
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) (2022)
Luca Pedrelli, Marco Tramontano, Giuseppe Vannozzi, Andrea Mannini
Deep Echo State Networks for Functional Ambulation Categories Estimation. ESANN (2021)
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)
Marta Gherardini, Andrea Mannini, Christian Cipriani
Optimal Spatial Sensor Design for Magnetic Tracking in a Myokinetic Control Interface. Comput. Methods Programs Biomed. 211 (2021)
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) (2021)
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 (2021)
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)
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) (2021)
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)
Eleonora Vendrame, Lorenzo Rum, Valeria Belluscio, Luigi Truppa, Giuseppe Vannozzi, Aldo Lazich, Elena Bergamini, Andrea Mannini
. EMBC (2021)
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)
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) (2019)
Andrea Mannini, Stephen S. Intille
Classifier Personalization for Activity Recognition Using Wrist Accelerometers. IEEE J. Biomed. Health Informatics 23 (4) (2019)
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)
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)
Vincenzo Genovese, Andrea Mannini, Angelo M. Sabatini
A Smartwatch Step Counter for Slow and Intermittent Ambulation. IEEE Access 5 (2017)
Angelo Maria Sabatini, Andrea Mannini
Ambulatory Assessment of Instantaneous Velocity during Walking Using Inertial Sensor Measurements. Sensors 16 (12) (2016)
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) (2016)
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)
Andrea Mannini, Angelo M. Sabatini
A smartphone-centered wearable sensor network for fall risk assessment in the elderly. BODYNETS (2015)
Andrea Mannini, Angelo M. Sabatini, Stephen S. Intille
Accelerometry-based recognition of the placement sites of a wearable sensor. Pervasive Mob. Comput. 21 (2015)
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) (2014)
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)
Andrea Mannini, Angelo Maria Sabatini
A hidden Markov model-based technique for gait segmentation using a foot-mounted gyroscope. EMBC (2011)
Andrea Mannini, Angelo M. Sabatini
Classification of Human Physical Activities from On-body Accelerometers - A Markov Modeling Approach. BIOSIGNALS (2011)
Andrea Mannini, Angelo M. Sabatini
Accelerometry-Based Classification of Human Activities Using Markov Modeling. Comput. Intell. Neurosci. 2011 (2011)
Andrea Mannini, Angelo Maria Sabatini
Machine Learning Methods for Classifying Human Physical Activity from On-Body Accelerometers. Sensors 10 (2) (2010)