A Novel Framework Based on Deep Learning Architecture for Continuous Human Activity Recognition with Inertial Sensors

by Vladimiro Suglia, Lucia Palazzo, Vitoantonio Bevilacqua, Andrea Passantino, Gaetano Pagano, Giovanni D’Addio
Published 2024-03-01

The E-Textile for Biomedical Applications: A Systematic Review of Literature

by Giuseppe Cesarelli, Leandro Donisi, Armando Coccia, Federica Amitrano, Giovanni D’Addio, Carlo Ricciardi
Published 2021-12-01

Statistical Analysis and Kinematic Assessment of Upper Limb Reaching Task in Parkinson’s Disease

by Alfonso Maria Ponsiglione, Carlo Ricciardi, Francesco Amato, Mario Cesarelli, Giuseppe Cesarelli, Giovanni D’Addio
Published 2022-02-01

Work-Related Risk Assessment According to the Revised NIOSH Lifting Equation: A Preliminary Study Using a Wearable Inertial Sensor and Machine Learning

by Leandro Donisi, Giuseppe Cesarelli, Armando Coccia, Monica Panigazzi, Edda Maria Capodaglio, Giovanni D’Addio
Published 2021-04-01

Bidimensional and Tridimensional Poincaré Maps in Cardiology: A Multiclass Machine Learning Study

by Leandro Donisi, Carlo Ricciardi, Giuseppe Cesarelli, Armando Coccia, Federica Amitrano, Sarah Adamo, Giovanni D’Addio
Published 2022-02-01

Reducing the Healthcare-Associated Infections in a Rehabilitation Hospital under the Guidance of Lean Six Sigma and DMAIC

by Giuseppe Cesarelli, Rita Petrelli, Carlo Ricciardi, Giovanni D’Addio, Orjela Monce, Maria Ruccia, Mario Cesarelli
Published 2021-12-01

Measuring Surface Electromyography with Textile Electrodes in a Smart Leg Sleeve

by Federica Amitrano, Armando Coccia, Gaetano Pagano, Arcangelo Biancardi, Giuseppe Tombolini, Vito Marsico, Giovanni D’Addio
Published 2024-04-01

Positive impact of short-term gait rehabilitation in Parkinson patients: a combined approach based on statistics and machine learning

by Leandro Donisi, Giuseppe Cesarelli, Pietro Balbi, Vincenzo Provitera, Bernardo Lanzillo, Armando Coccia, Giovanni D'Addio
Published 2021-08-01

A Logistic Regression Model for Biomechanical Risk Classification in Lifting Tasks

by Leandro Donisi, Giuseppe Cesarelli, Edda Capodaglio, Monica Panigazzi, Giovanni D’Addio, Mario Cesarelli, Francesco Amato
Published 2022-10-01

Biomechanical Effects of Using a Passive Exoskeleton for the Upper Limb in Industrial Manufacturing Activities: A Pilot Study

by Armando Coccia, Edda Maria Capodaglio, Federica Amitrano, Vittorio Gabba, Monica Panigazzi, Gaetano Pagano, Giovanni D’Addio
Published 2024-02-01

Design and Validation of an E-Textile-Based Wearable Sock for Remote Gait and Postural Assessment

by Federica Amitrano, Armando Coccia, Carlo Ricciardi, Leandro Donisi, Giuseppe Cesarelli, Edda Maria Capodaglio, Giovanni D’Addio
Published 2020-11-01

A novel approach to estimate the upper limb reaching movement in three-dimensional space

by Luigi Iuppariello, Giovanni D'addio, Bernardo Lanzillo, Piero Balbi, Emilio Andreozzi, Giovanni Improta, Giuliana Faiella, Mario Cesarelli
Published 2019-01-01

Extracting Features from Poincaré Plots to Distinguish Congestive Heart Failure Patients According to NYHA Classes

by Giovanni D’Addio, Leandro Donisi, Giuseppe Cesarelli, Federica Amitrano, Armando Coccia, Maria Teresa La Rovere, Carlo Ricciardi
Published 2021-10-01

A Machine Learning Approach to Predict the Rehabilitation Outcome in Convalescent COVID-19 Patients

by Sarah Adamo, Pasquale Ambrosino, Carlo Ricciardi, Mariasofia Accardo, Marco Mosella, Mario Cesarelli, Giovanni d’Addio, Mauro Maniscalco
Published 2022-02-01

Using Features Extracted From Upper Limb Reaching Tasks to Detect Parkinson’s Disease by Means of Machine Learning Models

by Giuseppe Cesarelli, Leandro Donisi, Francesco Amato, Maria Romano, Mario Cesarelli, Giovanni D'Addio, Alfonso M. Ponsiglione, Carlo Ricciardi
Published 2023-01-01

Evaluation of Grip Force and Energy Efficiency of the “Federica” Hand

by Daniele Esposito, Sergio Savino, Chiara Cosenza, Emilio Andreozzi, Gaetano Dario Gargiulo, Caitlin Polley, Giuseppe Cesarelli, Giovanni D’Addio, Paolo Bifulco
Published 2021-01-01

A case of pulmonary hyperinflation in chronic heart failure: role of diuretic therapy and cardiorespiratory rehabilitation

by Claudio Di Gioia, Giuseppe De Simone, Antonio Di Sorbo, Gabriele Borzillo, Giovanni D’Addio, Alessandro Ciarimboli, Ilernando Meoli, Massimo Romano, Andrea Bianco
Published 2011-06-01

A Piezoresistive Array Armband With Reduced Number of Sensors for Hand Gesture Recognition

by Daniele Esposito, Daniele Esposito, Emilio Andreozzi, Emilio Andreozzi, Gaetano D. Gargiulo, Antonio Fratini, Giovanni D’Addio, Ganesh R. Naik, Paolo Bifulco, Paolo Bifulco
Published 2020-01-01

Gait analysis may distinguish progressive supranuclear palsy and Parkinson disease since the earliest stages

by Marianna Amboni, Carlo Ricciardi, Marina Picillo, Chiara De Santis, Gianluca Ricciardelli, Filomena Abate, Maria Francesca Tepedino, Giovanni D’Addio, Giuseppe Cesarelli, Giampiero Volpe, Maria Consiglia Calabrese, Mario Cesarelli, Paolo Barone
Published 2021-04-01

Machine learning can predict mild cognitive impairment in Parkinson's disease

by Marianna Amboni, Marianna Amboni, Carlo Ricciardi, Carlo Ricciardi, Sarah Adamo, Sarah Adamo, Emanuele Nicolai, Antonio Volzone, Roberto Erro, Sofia Cuoco, Giuseppe Cesarelli, Giuseppe Cesarelli, Luca Basso, Giovanni D'Addio, Marco Salvatore, Leonardo Pace, Paolo Barone
Published 2022-11-01