G Cesarelli

Affiliations

Department of Chemical, Materials and Production Engineering, University of Naples "Federico II", Naples, Italy; Istituto Italiano di Tecnologia, Naples, Italy.

Publications (29)

A Comprehensive Review of Techniques for Processing and Analyzing Fetal Heart Rate Signals.

Sensors (Basel, Switzerland)

Avec: Alfonso Maria Ponsiglione , Carlo Cosentino , Giuseppe Cesarelli , Francesco Amato , Maria Romano

A multiple linear regression approach to extimate lifted load from features extracted from inertial data.

Giornale italiano di medicina del lavoro ed ergonomia

Avec: Leandro Donisi , Edda Maria Capodaglio , Federica Amitrano , Giuseppe Cesarelli , Gaetano Pagano , Giovanni D'Addio

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

Diagnostics (Basel, Switzerland)

Avec: Giuseppe Cesarelli , Leandro Donisi , Armando Coccia , Federica Amitrano , Giovanni D'Addio , Carlo Ricciardi

Gait asymmetry in stroke patients with unilateral spatial neglect.

Medical & biological engineering & computing

Avec: Pasquale Moretta , Leandro Donisi , Pietro Balbi , Giuseppe Cesarelli , Luigi Trojano , Giovanni D'Addio

Machine Learning for Biomedical Applications.

Bioengineering (Basel, Switzerland)

Avec: Giuseppe Cesarelli , Alfonso Maria Ponsiglione , Mario Sansone , Francesco Amato , Leandro Donisi , Carlo Ricciardi

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

Sensors (Basel, Switzerland)

Avec: Federica Amitrano , Armando Coccia , Carlo Ricciardi , Leandro Donisi , Giuseppe Cesarelli , Edda Maria Capodaglio , Giovanni D'Addio

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

Healthcare (Basel, Switzerland)

Avec: Giuseppe Cesarelli , Rita Petrelli , Carlo Ricciardi , Giovanni D'Addio , Orjela Monce , Maria Ruccia , Mario Cesarelli

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

Frontiers in neurology

Avec: Marianna Amboni , Carlo Ricciardi , Sarah Adamo , Emanuele Nicolai , Antonio Volzone , Roberto Erro , Sofia Cuoco , Giuseppe Cesarelli , Luca Basso , Giovanni D'Addio , Marco Salvatore , Leonardo Pace , Paolo Barone

Modular Strategies to Build Cell-Free and Cell-Laden Scaffolds towards Bioengineered Tissues and Organs.

Journal of clinical medicine

Avec: Aurelio Salerno , Giuseppe Cesarelli , Parisa Pedram , Paolo Antonio Netti

Comparing the Prognostic Value of Stress Myocardial Perfusion Imaging by Conventional and Cadmium-Zinc Telluride Single-Photon Emission Computed Tomography through a Machine Learning Approach.

Computational and mathematical methods in medicine

Avec: Valeria Cantoni , Roberta Green , Carlo Ricciardi , Roberta Assante , Leandro Donisi , Emilia Zampella , Giuseppe Cesarelli , Carmela Nappi , Vincenzo Sannino , Valeria Gaudieri , Teresa Mannarino , Andrea Genova , Giovanni De Simini , Alessia Giordano , Adriana D'Antonio , Wanda Acampa , Mario Petretta , Alberto Cuocolo

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

Mathematical biosciences and engineering : MBE

Avec: Leandro Donisi , Giuseppe Cesarelli , Pietro Balbi , Vincenzo Provitera , Bernardo Lanzillo , Armando Coccia , Giovanni D'Addio

The role of bone mineral density and cartilage volume to predict knee cartilage degeneration.

European journal of translational myology

Avec: Federica Kiyomi Ciliberti , Giuseppe Cesarelli , Lorena Guerrini , Arnar Evgeni Gunnarsson , Riccardo Forni , Romain Aubonnet , Marco Recenti , Deborah Jacob , Halldór Jónsson , Vincenzo Cangiano , Anna Sigríður Islind , Monica Gambacorta , Paolo Gargiulo

Wearable Sensors and Artificial Intelligence for Physical Ergonomics: A Systematic Review of Literature.

Diagnostics (Basel, Switzerland)

Avec: Leandro Donisi , Giuseppe Cesarelli , Noemi Pisani , Alfonso Maria Ponsiglione , Carlo Ricciardi , Edda Capodaglio

Diagnostic Applications of Intraoral Scanners: A Systematic Review.

Journal of imaging

Avec: Francesca Angelone , Alfonso Maria Ponsiglione , Carlo Ricciardi , Giuseppe Cesarelli , Mario Sansone , Francesco Amato

Comparing Two Approaches for Thyroidectomy: A Health Technology Assessment through DMAIC Cycle.

Healthcare (Basel, Switzerland)

Avec: Carlo Ricciardi , Adelmo Gubitosi , Donatella Vecchione , Giuseppe Cesarelli , Francesco De Nola , Roberto Ruggiero , Ludovico Docimo , Giovanni Improta

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

Bioengineering (Basel, Switzerland)

Avec: Giovanni D'Addio , Leandro Donisi , Giuseppe Cesarelli , Federica Amitrano , Armando Coccia , Maria Teresa La Rovere , Carlo Ricciardi

Machine Learning Approaches in Parkinson's Disease.

Current medicinal chemistry

Avec: Annamaria Landolfi , Carlo Ricciardi , Leandro Donisi , Giuseppe Cesarelli , Jacopo Troisi , Carmine Vitale , Paolo Barone , Marianna Amboni

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

Scientific reports

Avec: 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

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

Sensors (Basel, Switzerland)

Avec: Alfonso Maria Ponsiglione , Carlo Ricciardi , Francesco Amato , Mario Cesarelli , Giuseppe Cesarelli , Giovanni D'Addio

Classifying the type of delivery from cardiotocographic signals: A machine learning approach.

Computer methods and programs in biomedicine

Avec: C Ricciardi , G Improta , F Amato , M Romano

A Combined Radiomics and Machine Learning Approach to Distinguish Clinically Significant Prostate Lesions on a Publicly Available MRI Dataset.

Journal of imaging

Avec: Leandro Donisi , Giuseppe Cesarelli , Anna Castaldo , Davide Raffaele De Lucia , Francesca Nessuno , Gaia Spadarella , Carlo Ricciardi

Machine Learning Evaluation of Biliary Atresia Patients to Predict Long-Term Outcome after the Kasai Procedure.

Bioengineering (Basel, Switzerland)

Avec: Martina Caruso , Carlo Ricciardi , Gregorio Delli Paoli , Fabiola Di Dato , Leandro Donisi , Valeria Romeo , Mario Petretta , Raffaele Iorio , Giuseppe Cesarelli , Arturo Brunetti , Simone Maurea

[Effects of the school backpack on walking kinematics: a mechanical overload potentially causing musculoskeletal disorders in developmental age?]

Giornale italiano di medicina del lavoro ed ergonomia

Avec: Gianni D'Addio , Leonardo Dionisi , Gaetano Pagano , Luca Mercogliano , Mario Cesarelli , Giuseppe Cesarelli

Improving Prosthetic Selection and Predicting BMD from Biometric Measurements in Patients Receiving Total Hip Arthroplasty.

Diagnostics (Basel, Switzerland)

Avec: Carlo Ricciardi , Halldór Jónsson , Deborah Jacob , Giovanni Improta , Marco Recenti , Magnús Kjartan Gíslason , Giuseppe Cesarelli , Luca Esposito , Vincenzo Minutolo , Paolo Bifulco , Paolo Gargiulo

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

Sensors (Basel, Switzerland)

Avec: Leandro Donisi , Giuseppe Cesarelli , Armando Coccia , Monica Panigazzi , Edda Maria Capodaglio , Giovanni D'Addio

Interplay between gait and neuropsychiatric symptoms in Parkinson's Disease.

European journal of translational myology

Avec: Michela Russo , Marianna Amboni , Antonio Volzone , Gianluca Ricciardelli , Giuseppe Cesarelli , Alfonso Maria Ponsiglione , Paolo Barone , Maria Romano , Carlo Ricciardi

A Logistic Regression Model for Biomechanical Risk Classification in Lifting Tasks.

Diagnostics (Basel, Switzerland)

Avec: Leandro Donisi , Giuseppe Cesarelli , Edda Capodaglio , Monica Panigazzi , Giovanni D'Addio , Mario Cesarelli , Francesco Amato

Combined mechanistic modeling and machine-learning approaches in systems biology - A systematic literature review.

Computer methods and programs in biomedicine

Avec: Anna Procopio , Giuseppe Cesarelli , Leandro Donisi , Alessio Merola , Francesco Amato , Carlo Cosentino

Using Features Extracted from Upper Limb Reaching Tasks to Detect Parkinson's Disease by means of Machine Learning Models.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

Avec: Giuseppe Cesarelli , Leandro Donisi , Francesco Amato , Maria Romano , Mario Cesarelli , Giovanni D'Addio , Alfonso M Ponsiglione , Carlo Ricciardi

Réseau de co-auteurs

Giuseppe Cesarelli 28 collaborations

Carlo Ricciardi 18 collaborations

Leandro Donisi 16 collaborations

Giovanni D'Addio 13 collaborations

Francesco Amato 7 collaborations

Alfonso Maria Ponsiglione 6 collaborations

Mario Cesarelli 6 collaborations

Armando Coccia 5 collaborations

Federica Amitrano 4 collaborations

Marianna Amboni 4 collaborations

Paolo Barone 4 collaborations

Maria Romano 3 collaborations

Edda Maria Capodaglio 3 collaborations

Carlo Cosentino 2 collaborations

Gaetano Pagano 2 collaborations

Pietro Balbi 2 collaborations

Mario Sansone 2 collaborations

Antonio Volzone 2 collaborations

Mario Petretta 2 collaborations

Marco Recenti 2 collaborations

Deborah Jacob 2 collaborations

Halldór Jónsson 2 collaborations

Paolo Gargiulo 2 collaborations

Edda Capodaglio 2 collaborations

Giovanni Improta 2 collaborations

Gianluca Ricciardelli 2 collaborations

Monica Panigazzi 2 collaborations

Pasquale Moretta 1 collaboration

Luigi Trojano 1 collaboration

Rita Petrelli 1 collaboration

Orjela Monce 1 collaboration

Maria Ruccia 1 collaboration

Sarah Adamo 1 collaboration

Emanuele Nicolai 1 collaboration

Roberto Erro 1 collaboration

Sofia Cuoco 1 collaboration

Luca Basso 1 collaboration

Marco Salvatore 1 collaboration

Leonardo Pace 1 collaboration

Aurelio Salerno 1 collaboration

Parisa Pedram 1 collaboration

Paolo Antonio Netti 1 collaboration

Valeria Cantoni 1 collaboration

Roberta Green 1 collaboration

Roberta Assante 1 collaboration

Emilia Zampella 1 collaboration

Carmela Nappi 1 collaboration

Vincenzo Sannino 1 collaboration

Valeria Gaudieri 1 collaboration

Teresa Mannarino 1 collaboration

Andrea Genova 1 collaboration

Giovanni De Simini 1 collaboration

Alessia Giordano 1 collaboration

Adriana D'Antonio 1 collaboration

Wanda Acampa 1 collaboration

Alberto Cuocolo 1 collaboration

Vincenzo Provitera 1 collaboration

Bernardo Lanzillo 1 collaboration

Federica Kiyomi Ciliberti 1 collaboration

Lorena Guerrini 1 collaboration

Arnar Evgeni Gunnarsson 1 collaboration

Riccardo Forni 1 collaboration

Romain Aubonnet 1 collaboration

Vincenzo Cangiano 1 collaboration

Anna Sigríður Islind 1 collaboration

Monica Gambacorta 1 collaboration

Noemi Pisani 1 collaboration

Francesca Angelone 1 collaboration

Adelmo Gubitosi 1 collaboration

Donatella Vecchione 1 collaboration

Francesco De Nola 1 collaboration

Roberto Ruggiero 1 collaboration

Ludovico Docimo 1 collaboration

Maria Teresa La Rovere 1 collaboration

Annamaria Landolfi 1 collaboration

Jacopo Troisi 1 collaboration

Carmine Vitale 1 collaboration

Marina Picillo 1 collaboration

Chiara De Santis 1 collaboration

Filomena Abate 1 collaboration

Maria Francesca Tepedino 1 collaboration

Giampiero Volpe 1 collaboration

Maria Consiglia Calabrese 1 collaboration

C Ricciardi 1 collaboration

G Improta 1 collaboration

F Amato 1 collaboration

M Romano 1 collaboration

Anna Castaldo 1 collaboration

Davide Raffaele De Lucia 1 collaboration

Francesca Nessuno 1 collaboration

Gaia Spadarella 1 collaboration

Martina Caruso 1 collaboration

Gregorio Delli Paoli 1 collaboration

Fabiola Di Dato 1 collaboration

Valeria Romeo 1 collaboration

Raffaele Iorio 1 collaboration

Arturo Brunetti 1 collaboration

Simone Maurea 1 collaboration

Gianni D'Addio 1 collaboration

Leonardo Dionisi 1 collaboration

Luca Mercogliano 1 collaboration

Magnús Kjartan Gíslason 1 collaboration

Luca Esposito 1 collaboration

Vincenzo Minutolo 1 collaboration

Paolo Bifulco 1 collaboration

Michela Russo 1 collaboration

Anna Procopio 1 collaboration

Alessio Merola 1 collaboration

Alfonso M Ponsiglione 1 collaboration