Leandro Donisi

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 27

Top Topics

Machine Learning

Clinical Medicine

Spatiotemporal Features

Top Venues

Publications

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) (2023)
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 (2023)
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)
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) (2023)
Giuseppe Prisco, Klara Komici, Francesco Mercaldo, Leandro Donisi, Mario Cesarelli, Germano Guerra, Antonella Santone
A Machine Learning approach to classify ventilatory efficiency. MetroXRAINE (2023)
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)
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)
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)
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)
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)
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)
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)
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) (2021)
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) (2021)
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)
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)
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)
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)
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)
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)
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)
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) (2020)
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)
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)
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)
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)
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)