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Journal Articles
- 2023
[j6]Anna Procopio
, Giuseppe Cesarelli, Leandro Donisi, Alessio Merola, Francesco Amato, Carlo Cosentino:
Combined mechanistic modeling and machine-learning approaches in systems biology - A systematic literature review. Comput. Methods Programs Biomed. 240: 107681 (2023)- [j5]Pasquale Moretta, Leandro Donisi, Pietro Balbi, Giuseppe Cesarelli, Luigi Trojano, Giovanni D'Addio:
Gait asymmetry in stroke patients with unilateral spatial neglect. Medical Biol. Eng. Comput. 61(3): 651-659 (2023) - [j4]Carlo Ricciardi, Noemi Pisani, Leandro Donisi, Filomena Abate, Marianna Amboni, Paolo Barone, Marina Picillo, Mario Cesarelli, Francesco Amato:
Agreement between Optoelectronic System and Wearable Sensors for the Evaluation of Gait Spatiotemporal Parameters in Progressive Supranuclear Palsy. Sensors 23(24): 9859 (2023) - 2021
- [j3]Leandro Donisi, Giuseppe Cesarelli, Anna Castaldo, Davide Raffaele De Lucia, Francesca Nessuno, Gaia Spadarella, Carlo Ricciardi:
A Combined Radiomics and Machine Learning Approach to Distinguish Clinically Significant Prostate Lesions on a Publicly Available MRI Dataset. J. Imaging 7(10): 215 (2021) - [j2]Leandro Donisi, Giuseppe Cesarelli, Armando Coccia, Monica Panigazzi, Edda Maria Capodaglio, Giovanni D'Addio:
Work-Related Risk Assessment According to the Revised NIOSH Lifting Equation: A Preliminary Study Using a Wearable Inertial Sensor and Machine Learning. Sensors 21(8): 2593 (2021) - 2020
- [j1]Federica Amitrano, Armando Coccia, Carlo Ricciardi, Leandro Donisi, Giuseppe Cesarelli, Edda Maria Capodaglio, Giovanni D'Addio:
Design and Validation of an E-Textile-Based Wearable Sock for Remote Gait and Postural Assessment. Sensors 20(22): 6691 (2020)
Conference and Workshop Papers
- 2023
- [c21]Giuseppe Prisco, Klara Komici, Francesco Mercaldo, Leandro Donisi, Mario Cesarelli, Germano Guerra, Antonella Santone:
A Machine Learning approach to classify ventilatory efficiency. MetroXRAINE 2023: 646-651 - [c20]Giuseppe Prisco, Maria Romano, Fabrizio Esposito, Mario Cesarelli, Antonella Santone, Leandro Donisi:
Feasibility of Tree-Based Machine Learning Models to Discriminate Safe and Unsafe Posture During Weight Lifting. MetroXRAINE 2023: 870-875 - 2022
- [c19]Sarah Adamo, Carlo Ricciardi, Pasquale Ambrosino, Mauro Maniscalco, Arcangelo Biancardi, Giuseppe Cesarelli, Leandro Donisi, Giovanni D'Addio:
Unsupervised Machine Learning to Identify Convalescent COVID-19 Phenotypes. MeMeA 2022: 1-5 - [c18]Giuseppe Cesarelli, Leandro Donisi, Armando Coccia, Federica Amitrano, Arcangelo Biancardi, Bernardo Lanzillo, Giovanni D'Addio:
Ataxia and Parkinson's disease patients classification using tree-based machine learning algorithms fed by spatiotemporal features: a pilot study. MeMeA 2022: 1-6 - [c17]Leandro Donisi, Edda Maria Capodaglio, Gaetano Pagano, Federica Amitrano, Mario Cesarelli, Monica Panigazzi, Giovanni D'Addio:
Feasibility of Tree-based Machine Learning algorithms fed with surface electromyographic features to discriminate risk classes according to NIOSH. MeMeA 2022: 1-6 - [c16]Federica Amitrano, Armando Coccia, Giuseppe Cesarelli, Leandro Donisi, Gaetano Pagano, Mario Cesarelli, Giovanni D'Addio:
The impact of ankle-foot orthosis on walking features of drop foot patients. MetroXRAINE 2022: 87-92 - [c15]Anna Procopio, Giuseppe Cesarelli, Salvatore De Rosa, Leandro Donisi, Claudia Critelli, Alessio Merola, Ciro Indolfi, Carlo Cosentino, Francesco Amato:
A combined simulation and machine learning approach to classify severity of infarction patients. MetroXRAINE 2022: 283-288 - [c14]Marco Recenti, Deborah Jacob, Romain Aubonnet, Bérangère Burgunder, Itziar Mengual i Escalona, Arnar Evgení Gunnarsson, Federica Kiyomi Ciliberti, Riccardo Forni, Leandro Donisi, Hannes Petersen, Paolo Gargiulo:
Predicting lifestyle using BioVRSea multi-biometric paradigms. MetroXRAINE 2022: 329-334 - [c13]Leandro Donisi, Giuseppe Cesarelli, Edda Maria Capodaglio, Monica Panigazzi, Mario Cesarelli, Giovanni D'Addio:
Machine Learning and Biosignals are able to discriminate biomechanical risk classes according to the Revised NIOSH Lifting Equation. MetroXRAINE 2022: 346-351 - 2021
- [c12]Emma Montella, Arianna Scala, Maddalena Di Lillo, Marco Lamberti, Leandro Donisi, Maria Triassi, Martina Profeta:
Impact of hospital infections in the clinical medicine area of "Federico II" University Hospital of Naples assessed by means of statistical analysis and logistic regression. ICBBS 2021: 139-143 - [c11]Federica Amitrano, Armando Coccia, Leandro Donisi, Gaetano Pagano, Giuseppe Cesarelli, Giovanni D'Addio:
Gait Analysis using Wearable E-Textile Sock: an Experimental Study of Test-Retest Reliability. MeMeA 2021: 1-6 - [c10]Giuseppe Cesarelli, Leandro Donisi, Giovanni Di Caprio, Michelina Scioli, Arcangelo Biancardi, Giovanni D'Addio:
Statistical correlation analysis between kinematic features and clinical indexes and scales for obese patients. MeMeA 2021: 1-5 - [c9]Armando Coccia, Federica Amitrano, Pietro Balbi, Leandro Donisi, Arcangelo Biancardi, Giovanni D'Addio:
Analysis of Test-Retest Repeatability of Gait Analysis Parameters in Hereditary Spastic Paraplegia. MeMeA 2021: 1-6 - [c8]Leandro Donisi, Pasquale Moretta, Armando Coccia, Federica Amitrano, Arcangelo Biancardi, Giovanni D'Addio:
Distinguishing Stroke patients with and without Unilateral Spatial Neglect by means of Clinical Features: a Tree-based Machine Learning Approach. MeMeA 2021: 1-5 - [c7]Gaetano Pagano, Leandro Donisi, Vito Marsico, Ernesto Losavio, Mario Cesarelli, Giovanni D'Addio:
Reliability of kinematic parameters related to the Timed Up and Go Test in patients with gait impairments. MeMeA 2021: 1-5 - 2020
- [c6]Federica Amitrano, Leandro Donisi, Armando Coccia, Arcangelo Biancardi, Gaetano Pagano, Giovanni D'Addio:
Experimental Development and Validation of an E-Textile Sock Prototype. MeMeA 2020: 1-5 - [c5]Armando Coccia, Bernardo Lanzillo, Leandro Donisi, Federica Amitrano, Giuseppe Cesarelli, Giovanni D'Addio:
Repeatability of Spatio-Temporal Gait Measurements in Parkinson's Disease. MeMeA 2020: 1-6 - [c4]Leandro Donisi, Armando Coccia, Federica Amitrano, Luca Mercogliano, Giuseppe Cesarelli, Giovanni D'Addio:
Backpack Influence on Kinematic Parameters related to Timed Up and Go (TUG) Test in School Children. MeMeA 2020: 1-5 - [c3]Gaetano Pagano, Giovanni D'Addio, Maurizio De Campi, Leandro Donisi, Arcangelo Biancardi, Mario Cesarelli:
Rehabilitation Outcome in Patients undergone Hip or Knee Replacement Surgery using Inertial Technology for Gait Analysis. MeMeA 2020: 1-5 - 2019
- [c2]Giovanni D'Addio, Leandro Donisi, Gaetano Pagano, Giovanni Improta, Arcangelo Biancardi, Mario Cesarelli:
Agreement between Opal and G-Walk Wearable Inertial Systems in Gait Analysis on Normal and Pathological Subjects. EMBC 2019: 3286-3289 - [c1]Giovanni D'Addio, Simone Evangelista, Leandro Donisi, Arcangelo Biancardi, Emilio Andreozzi, Gaetano Pagano, Pasquale Arpaia, Mario Cesarelli:
Development of a Prototype E-Textile Sock. EMBC 2019: 17498-1752
Coauthor Index
aka: Giovanni D'Addio
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