Giuseppe Cesarelli

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 31

Top Topics

Systematic Review

Healthcare Systems

School Children

Machine Learning

Top Venues

Publications

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)
Danilo Calderone, Giuseppe Cesarelli, Mario Cesarelli, Luigi Iuppariello, Pasquale Guida, Antonio Casaburi, Gemma Romano, Francesco Amato, Fabrizio Clemente
Optimization Of 3D Fused Deposition Modeling Printing Process For The Manufacturing Of Devices For Medical Use. 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)
Francesca Angelone, Alfonso Maria Ponsiglione, Emilio Andreozzi, Danilo Calderone, Giuseppe Cesarelli, Francesco Amato, Maria Romano
3D Dental Reconstruction with Photogrammetry Technology. MetroXRAINE (2023)
Francesca Angelone, Alfonso Maria Ponsiglione, Carlo Ricciardi, Giuseppe Cesarelli, Mario Sansone, Francesco Amato
Diagnostic Applications of Intraoral Scanners: A Systematic Review. J. Imaging 9 (7) (2023)
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)
Alfonso Maria Ponsiglione, Carlo Ricciardi, Francesco Amato, Mario Cesarelli, Giuseppe Cesarelli, Giovanni D'Addio
Statistical Analysis and Kinematic Assessment of Upper Limb Reaching Task in Parkinson's Disease. Sensors 22 (5) (2022)
Carlo Ricciardi, Giuseppe Cesarelli, Alfonso Maria Ponsiglione, Gianmaria De Tommasi, Mario Cesarelli, Maria Romano, Giovanni Improta, Francesco Amato
Combining simulation and machine learning for the management of healthcare systems. MetroXRAINE (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)
Arianna Scala, Ilaria Loperto, Lucia Rossano, Giuseppe Cesarelli, Antonietta Ferrara, Anna Borrelli
Multiple Regression and Machine Learning to investigate factors influencing the length of hospital stay after valvuloplasty. ICMHI (2021)
Giuseppe Cesarelli, Martina Profeta, Cristiana Giglio, Giuseppe Ferrucci, Anna Borrelli, Maria Romano, Francesco Amato
Trend of the LOS for patients suffering from different kidney injuries. BECB (2021)
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)
Alfonso Maria Ponsiglione, Giuseppe Cesarelli, Francesco Amato, Maria Romano
Optimization of an artificial neural network to study accelerations of foetal heart rhythm. RTSI (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)
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)
Ylenia Colella, Arianna Scala, Chiara De Lauri, Francesco Bruno, Giuseppe Cesarelli, Giuseppe Ferrucci, Anna Borrelli
Studying variables affecting the length of stay in patients with lower limb fractures by means of Machine Learning. ICMHI (2021)
Alfonso Maria Ponsiglione, Carlo Cosentino, Giuseppe Cesarelli, Francesco Amato, Maria Romano
A Comprehensive Review of Techniques for Processing and Analyzing Fetal Heart Rate Signals. Sensors 21 (18) (2021)
Martina Profeta, Giuseppe Cesarelli, Cristiana Giglio, Giuseppe Ferrucci, Anna Borrelli, Francesco Amato
Influence of demographic and organizational factors on the length of hospital stay in a general medicine department: Factors influencing length of stay in general medicine. BECB (2021)
Martina Profeta, Giuseppe Cesarelli, Cristiana Giglio, Giovanni Rossi, Anna Borrelli, Francesco Amato, Maria Romano
Impact of diagnostic techniques on the length of stay in emergency medicine. BECB (2021)
Emilio Andreozzi, Maria Agnese Pirozzi, Antonio Fratini, Giuseppe Cesarelli, Paolo Bifulco
Quantitative performance comparison of derivative operators for intervertebral kinematics analysis. MeMeA (2020)
Carlo Ricciardi, Luigi Iuppariello, Gianluca Ricciardelli, Marianna Amboni, Giuseppe Cesarelli, Giovanni Improta, Giovanni D'Addio, Giovanni Cannaviello, Mario Cesarelli
A quantitative analysis of muscular co-activation on EMG signals in spastic patients treated with Botulinum toxin. 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)
Carlo Ricciardi, Marianna Amboni, Chiara De Santis, Gianluca Ricciardelli, Giovanni Improta, Giuseppe Cesarelli, Giovanni D'Addio, Paolo Barone
Classifying patients affected by Parkinson's disease into freezers or non-freezers through machine learning. 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)
Carlo Ricciardi, Giovanni Improta, Francesco Amato, Giuseppe Cesarelli, Maria Romano
Classifying the type of delivery from cardiotocographic signals: A machine learning approach. Comput. Methods Programs Biomed. 196 (2020)
Daniele Esposito, Gaetano Dario Gargiulo, Nawadita Parajuli, Giuseppe Cesarelli, Emilio Andreozzi, Paolo Bifulco
Measurement of muscle contraction timing for prosthesis control: a comparison between electromyography and force-myography. MeMeA (2020)