Machine Learning Methods for Classifying Human Physical Activity from On-Body Accelerometers. - Andrea Mannini; Angelo Maria Sabatini (Sensors, 2010)

Classification of Human Physical Activities from On-body Accelerometers - A Markov Modeling Approach. - Andrea Mannini; Angelo M. Sabatini (BIOSIGNALS, 2011)

On-line classification of human activity and estimation of walk-run speed from acceleration data using support vector machines. - Andrea Mannini; Angelo Maria Sabatini (EMBC, 2011)

A hidden Markov model-based technique for gait segmentation using a foot-mounted gyroscope. - Andrea Mannini; Angelo Maria Sabatini (EMBC, 2011)

Accelerometry-Based Classification of Human Activities Using Markov Modeling. - Andrea Mannini; Angelo M. Sabatini (Comput. Intell. Neurosci., 2011)

Online Decoding of Hidden Markov Models for Gait Event Detection Using Foot-Mounted Gyroscopes. - Andrea Mannini; Vincenzo Genovese; Angelo Maria Sabatini (IEEE J. Biomed. Health Informatics, 2014)

A smartphone-centered wearable sensor network for fall risk assessment in the elderly. - Andrea Mannini; Angelo M. Sabatini (BODYNETS, 2015)

Hidden Markov model-based strategy for gait segmentation using inertial sensors: Application to elderly, hemiparetic patients and Huntington's disease patients. - Andrea Mannini; Diana Trojaniello; Ugo Della Croce; Angelo M. Sabatini (EMBC, 2015)

Accelerometry-based recognition of the placement sites of a wearable sensor. - Andrea Mannini; Angelo M. Sabatini; Stephen S. Intille (Pervasive Mob. Comput., 2015)

A Machine Learning Framework for Gait Classification Using Inertial Sensors: Application to Elderly, Post-Stroke and Huntington's Disease Patients. - Andrea Mannini; Diana Trojaniello; Andrea Cereatti; Angelo M. Sabatini (Sensors, 2016)

Ambulatory Assessment of Instantaneous Velocity during Walking Using Inertial Sensor Measurements. - Angelo Maria Sabatini; Andrea Mannini (Sensors, 2016)

A Smartwatch Step Counter for Slow and Intermittent Ambulation. - Vincenzo Genovese; Andrea Mannini; Angelo M. Sabatini (IEEE Access, 2017)

Grasp Force Estimation from HD-EMG Recordings with Channel Selection Using Elastic Nets: Preliminary Study. - Itzel Jared Rodriguez Martinez; Francesco Clemente; Gunter Kanitz; Andrea Mannini; Angelo Maria Sabatini; Christian Cipriani (BioRob, 2018)

Evaluation of time-frequency features as detectors of lack of balance due to tripping-like perturbations. - Michelangelo Guaitolini; Federica Aprigliano; Andrea Mannini; Vito Monaco; Silvestro Micera; Angelo Maria Sabatini (EMBC, 2019)

Ambulatory Assessment of the Dynamic Margin of Stability Using an Inertial Sensor Network. - Michelangelo Guaitolini; Federica Aprigliano; Andrea Mannini; Silvestro Micera; Vito Monaco; Angelo Maria Sabatini (Sensors, 2019)

Classifier Personalization for Activity Recognition Using Wrist Accelerometers. - Andrea Mannini; Stephen S. Intille (IEEE J. Biomed. Health Informatics, 2019)

Sport-induced fatigue detection in gait parameters using inertial sensors and support vector machines. - Michelangelo Guaitolini; Luigi Truppa; Angelo M. Sabatini; Andrea Mannini; Carlo Castagna (BioRob, 2020)

Predicting post COVID-19 rehabilitation duration with linear kernel SVR. - Elisa Setti; Piergiuseppe Liuzzi; Silvia Campagnini; Chiara Fanciullacci; Chiara Arienti; Michele Patrini; Andrea Mannini; Maria Chiara Carrozza (BHI, 2021)

Magnetic-free Extended Kalman Filter for upper limb kinematic assessment in Yoga. - Luigi Truppa; Pietro Garofalo; Michele Raggi; Elena Bergamini; Giuseppe Vannozzi; Angelo M. Sabatini; Andrea Mannini (EMBC, 2021)

Muscle synergies in archery: an explorative study on experienced athletes with and without physical disability*. - Eleonora Vendrame; Lorenzo Rum; Valeria Belluscio; Luigi Truppa; Giuseppe Vannozzi; Aldo Lazich; Elena Bergamini; Andrea Mannini (EMBC, 2021)

Deep Echo State Networks for Functional Ambulation Categories Estimation. - Luca Pedrelli; Marco Tramontano; Giuseppe Vannozzi; Andrea Mannini (ESANN, 2021)

Ballistic skills assessment in semi-professional football players through inertial sensors: the effects of COVID-19 forced rest period. - Luigi Truppa; Lorenzo Nuti; Stefano Mazzoleni; Pietro Garofalo; Andrea Mannini (MetroInd4.0&IoT, 2021)

Optimal Spatial Sensor Design for Magnetic Tracking in a Myokinetic Control Interface. - Marta Gherardini; Andrea Mannini; Christian Cipriani (Comput. Methods Programs Biomed., 2021)

Data-driven prediction of decannulation probability and timing in patients with severe acquired brain injury. - Andrea Mannini; Bahia Hakiki; Piergiuseppe Liuzzi; Silvia Campagnini; Annamaria Romoli; Francesca Draghi; Claudio Macchi; Maria Chiara Carrozza (Comput. Methods Programs Biomed., 2021)

Wearable Sensors in Sports for Persons with Disability: A Systematic Review. - Lorenzo Rum; Oscar Sten; Eleonora Vendrame; Valeria Belluscio; Valentina Camomilla; Giuseppe Vannozzi; Luigi Truppa; Marco Notarantonio; Tommaso Sciarra; Aldo Lazich; Andrea Mannini; Elena Bergamini (Sensors, 2021)

Assessment of Biomechanical Response to Fatigue through Wearable Sensors in Semi-Professional Football Referees. - Luigi Truppa; Michelangelo Guaitolini; Pietro Garofalo; Carlo Castagna; Andrea Mannini (Sensors, 2021)

Cross-Validation of Machine Learning Models for the Functional Outcome Prediction after Post-Stroke Robot-Assisted Rehabilitation. - 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; et al. (EMBC, 2022)

Consciousness-Domain Index: a data-driven clustering-based consciousness labeling. - Piergiuseppe Liuzzi; Francesco De Bellis; Alfonso Magliacano; Anna Estraneo; Andrea Mannini (EMBC, 2022)

Predicting SARS-CoV-2 infection duration at hospital admission: a deep learning solution. - Piergiuseppe Liuzzi; Silvia Campagnini; Chiara Fanciullacci; Chiara Arienti; Michele Patrini; Maria Chiara Carrozza; Andrea Mannini (Medical Biol. Eng. Comput., 2022)

Feasibility Study on Disentangling Muscle Movements in TMR Patients Through a Myokinetic Control Interface for the Control of Artificial Hands. - Marta Gherardini; Agnes Sturma; Anna Bösendorfer; Valerio Ianniciello; Andrea Mannini; Oskar C. Aszmann; Christian Cipriani (IEEE Robotics Autom. Lett., 2022)

Quantitative Analysis of Performance Recovery in Semi-Professional Football Players after the COVID-19 Forced Rest Period. - Luigi Truppa; Lorenzo Nuti; Stefano Mazzoleni; Pietro Garofalo; Andrea Mannini (Sensors, 2022)

EEG asymmetry detection in patients with severe acquired brain injuries via machine learning methods. - 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; et al. (Biomed. Signal Process. Control., 2023)

Online Classification of Transient EMG Patterns for the Control of the Wrist and Hand in a Transradial Prosthesis. - Daniele D'Accolti; Francesco Clemente; Andrea Mannini; Enzo Mastinu; Max Ortiz-Catalan; Christian Cipriani (IEEE Robotics Autom. Lett., 2023)

Estimation of Spatiotemporal Gait Parameters in Walking on a Photoelectric System: Validation on Healthy Children by Standard Gait Analysis. - Silvia Campagnini; Guido Pasquini; Florian Schlechtriem; Giulia Fransvea; Laura Simoni; Filippo Gerli; Federica Magaldi; Giovanna Cristella; Robert Riener; Maria Chiara Carrozza; Andrea Mannini (Sensors, 2023)

The Consciousness Domain Index: External Validation and Prognostic Relevance of a Data-Driven Assessment. - Piergiuseppe Liuzzi; Bahia Hakiki; Alfonso Magliacano; Giorgio Chiesa; Francesco De Bellis; Francesca Cecchi; Anna Estraneo; Andrea Mannini (IEEE J. Biomed. Health Informatics, 2023)