Giovanni Improta

ORCID

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 47

Top Venues

BECB

ICMHI

Comput. Methods Programs Biomed.

MetroInd4.0&IoT

University of Naples Federico II, Italy (PHD)

Education History

University of Naples Federico II, Italy

PHD

Publications

Marta Rosaria Marino, Anna Borrelli, Maria Triassi, Giovanni Improta
Study of hospitalization for retinal surgery using classification algorithms. ICMHI (2023)
Marta Rosaria Marino, Anna Borrelli, Giuseppe Bifulco, Maria Triassi, Giovanni Improta
Machine learning algorithms to study the hospitalization after cesarean section: a multicenter analysis. ICMHI (2023)
Carlo Ricciardi, Marta Rosaria Marino, Teresa Angela Trunfio, Massimo Majolo, Maria Romano, Francesco Amato, Giovanni Improta
Evaluation of different machine learning algorithms for predicting the length of stay in the emergency departments: a single-centre study. Frontiers Digit. Health 5 (2023)
Marta Rosaria Marino, Ciro Costaiola, Paola Magri, Giuseppe Longo, Maria Triassi, Giovanni Improta
COVID-19 in Eye Surgery: The Case of a University Hospital. ICIMTH (2023)
Emma Montella, Marta Rosaria Marino, Giuseppe Longo, Ugo Trama, Alessandro Frangiosa, Alfonso Nardo, Maria Triassi, Giovanni Improta
Implementation of a regression model to study the hospital stay of patients undergoing Laparoscopic Appendectomy: a multicenter study. ICMHI (2023)
Giovanni Improta, Maddalena Illario, Vincenzo De Luca, Giovanni Annuzzi, Guido Iaccarino, Maria Triassi
A qualitative approach for the Health Technology Assessment of IT supported Type 2 Diabetes management tools. ICMHI (2022)
Teresa Angela Trunfio, Arianna Scala, Cristiana Giglio, Giovanni Rossi, Anna Borrelli, Maria Romano, Giovanni Improta
Multiple regression model to analyze the total LOS for patients undergoing laparoscopic appendectomy. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Rossella Alfano, Ilaria Loperto, Arianna Scala, Teresa Angela Trunfio, Andrea Lombardi, Anna Borrelli, Maria Triassi, Giovanni Improta
Mode of discharge in CoViD-19 era: the case of the C.O.U. Oncology of "San Giovanni di Dio e Ruggi d'Aragona" University Hospital. ICMHI (2022)
Giovanni Improta, Vincenzo Bottino, Maria Anna Stingone, Mario Alessandro Russo, Loredana Setaro, Maria Triassi
Implementation of DMAIC Cycle to Study the Impact of COVID-19 on Emergency Department-LOS. BECB (2022)
Giovanni Improta, Vincenzo Bottino, Elvira Baiano, Mario Alessandro Russo, Maria Anna Stingone, Maria Triassi
EDWIN and NEDOCS Indices to Study Patient Flow in Emergency Department. BECB (2022)
Alfonso Maria Ponsiglione, Marta Rosaria Marino, Eliana Raiola, Giuseppe Russo, Anna Borrelli, Giovanni Improta
Predictive Models for Studying Emergency Department Abandonment Rates: A Bicentric Study. BECB (2022)
Arianna Scala, Teresa Angela Trunfio, Ilaria Loperto, Rossella Alfano, Andrea Lombardi, Anna Borrelli, Maria Triassi, Giovanni Improta
The impact of CoViD-19 on the hospital activities: the case of the Neurosurgery Department of "San Giovanni di Dio e Ruggi d'Aragona" University Hospital. ICMHI (2022)
Giovanni Improta, Vincenzo Bottino, Mara Morra, Mario Alessandro Russo, Rodolfo Nasti, Maria Triassi
Patient Abandonment Rate Assessment in the Emergency Department of a Nursing Home Conventioned: The Case of Evangelical Hospital "Betania". BECB (2022)
Emma Montella, Marta Rosaria Marino, Arianna Scala, Teresa Angela Trunfio, Maria Triassi, Giovanni Improta
Machine Learning Algorithms to Predict Healthcare Associated Infections in a Neonatal Intensive Care Unit. BECB (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)
Pasquale Arpaia, Federica Crauso, Egidio De Benedetto, Luigi Duraccio, Giovanni Improta, Francesco Serino
Soft Transducer for Patient's Vitals Telemonitoring with Deep Learning-Based Personalized Anomaly Detection. Sensors 22 (2) (2022)
Giovanni Improta, Vincenzo Bottino, Antonio Sciambra, Mario Alessandro Russo, Maria Anna Stingone, Maria Triassi
Data Analysis to Study the Prolonged ED-LOS: The Case of Evangelical Hospital "Betania". BECB (2022)
Massimo Majolo, Alfonso Maria Ponsiglione, Giuseppe Longo, Giuseppe Russo, Maria Triassi, Eliana Raiola, Giovanni Improta
Studying length of stay in the Emergency Department of A.O.R.N. "Antonio Cardarelli" of Naples. ICBBS (2021)
Ilaria Loperto, Arianna Scala, Rossella Alfano, Teresa Angela Trunfio, Cristiana Giglio, Giovanni Rossi, Anna Borrelli, Maria Triassi, Giovanni Improta
Appropriate admission in Covid-19 era: the case study of the C.O.U. Neurology and Stroke Unit. BECB (2021)
Pasquale Arpaia, Federica Crauso, Egidio De Benedetto, Luigi Duraccio, Giovanni Improta
An Augmented Reality-Based Solution for Monitoring Patients Vitals in Surgical Procedures. AVR (2021)
Alfonso Maria Ponsiglione, Massimo Majolo, Giuseppe Longo, Giuseppe Russo, Maria Triassi, Eliana Raiola, Giovanni Improta
Analysis of voluntary departures from the Emergency Department of the hospital AORN "A. Cardarelli". BECB (2021)
Arianna Scala, Teresa Angela Trunfio, Anna Borrelli, Giuseppe Ferrucci, Maria Triassi, Giovanni Improta
Modelling the hospital length of stay for patients undergoing laparoscopic cholecystectomy through a multiple regression model. ICMHI (2021)
Giovanni Improta, Ylenia Colella, Giovanni Rossi, Anna Borrelli, Giuseppe Russo, Maria Triassi
Use of machine learning to predict abandonment rates in an emergency department. ICBBS (2021)
Giovanni Improta, Chiara De Lauri, Antonio Della Vecchia, Anna Borrelli, Giuseppe Russo, Maria Triassi
A Lean Six Sigma approach to improve the Emergency Department of University Hospital "San Giovanni di Dio e Ruggi d'Aragona". BECB (2021)
Teresa Angela Trunfio, Arianna Scala, Anna Borrelli, Michele Sparano, Maria Triassi, Giovanni Improta
Application of the Lean Six Sigma approach to the study of the LOS of patients who undergo laparoscopic cholecystectomy at the San Giovanni di Dio and Ruggi d'Aragona University Hospital. ICMHI (2021)
Giovanni Improta, Ylenia Colella, Antonio Della Vecchia, Anna Borrelli, Giuseppe Russo, Maria Triassi
Overcrowding in emergency department: a comparison between indexes. BECB (2021)
Ilaria Loperto, Arianna Scala, Lucia Rossano, Rosa Carrano, Stefano Federico, Maria Triassi, Giovanni Improta
Use of regression models to predict glomerular filtration rate in kidney transplanted patients. BECB (2021)
Arianna Scala, Ilaria Loperto, Rosa Carrano, Stefano Federico, Maria Triassi, Giovanni Improta
Assessment of proteinuria level in nephrology patients using a machine learning approach. ICMHI (2021)
Cristiana Giglio, Chiara De Lauri, Antonio Della Vecchia, Anna Borrelli, Giuseppe Russo, Maria Triassi, Giovanni Improta
Investigation of factors increasing waiting times in the Emergency Departments of "San Giovanni di Dio e Ruggi d'Aragona" Hospital through machine learning. BECB (2021)
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)
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)
Leopoldo Angrisani, Pasquale Arpaia, Francesco Donnarumma, Antonio Esposito, Mirco Frosolone, Giovanni Improta, Nicola Moccaldi, Angela Natalizio, Marco Parvis
Instrumentation for Motor Imagery-based Brain Computer Interfaces relying on dry electrodes: a functional analysis. I2MTC (2020)
Arnaldo Stanzione, Carlo Ricciardi, Renato Cuocolo, Valeria Romeo, Jessica Petrone, Michela Sarnataro, Pier Paolo Mainenti, Giovanni Improta, Filippo De Rosa, Luigi Insabato, Arturo Brunetti, Simone Maurea
MRI Radiomics for the Prediction of Fuhrman Grade in Clear Cell Renal Cell Carcinoma: a Machine Learning Exploratory Study. J. Digit. Imaging 33 (4) (2020)
Carlo Ricciardi, Marianna Amboni, Chiara De Santis, Gianluca Ricciardelli, Giovanni Improta, Giovanni D'Addio, Sofia Cuoco, Marina Picillo, Paolo Barone, Mario Cesarelli
Machine learning can detect the presence of Mild cognitive impairment in patients affected by 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)
Carlo Ricciardi, Valeria Cantoni, Giovanni Improta, Luigi Iuppariello, Imma Latessa, Mario Cesarelli, Maria Triassi, Alberto Cuocolo
Application of data mining in a cohort of Italian subjects undergoing myocardial perfusion imaging at an academic medical center. Comput. Methods Programs Biomed. 189 (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 Improta, Giuseppe Converso, Teresa Murino, Mosè Gallo, Antonietta Perrone, Maria Romano
Analytic Hierarchy Process (AHP) in Dynamic Configuration as a Tool for Health Technology Assessment (HTA): The Case of Biosensing Optoelectronics in Oncology. Int. J. Inf. Technol. Decis. Mak. 18 (5) (2019)
Domenico Solari, Luigi M. Cavallo, Paolo Cappabianca, Ilaria Onofrio, Ida Papallo, Arturo Brunetti, Lorenzo Ugga, Renato Cuocolo, Antonio Gloria, Giovanni Improta, Massimo Martorelli, Teresa Russo
Skull base reconstruction after endoscopic endonasal surgery: new strategies for raising the dam. MetroInd4.0&IoT (2019)
Carlo Ricciardi, Marianna Amboni, Chiara De Santis, Giovanni Improta, Giampiero Volpe, Luigi Iuppariello, Gianluca Ricciardelli, Giovanni D'Addio, Carmine Vitale, Paolo Barone, Mario Cesarelli
Using gait analysis' parameters to classify Parkinsonism: A data mining approach. Comput. Methods Programs Biomed. 180 (2019)
Nicola Rocco, Maurizio Bruno Nava, Giuseppe Catanuto, Antonello Accurso, Massimo Martorelli, Olimpia Oliviero, Giovanni Improta, Ida Papallo, Roberto De Santis, Antonio Gloria, Domenico Speranza
Additive manufacturing and tissue engineering to improve outcomes in breast reconstructive surgery. MetroInd4.0&IoT (2019)
Pierpaolo Fucile, Ida Papallo, Giovanni Improta, Roberto De Santis, Antonio Gloria, Ilaria Onofrio, Vincenzo D'Antò, Saverio Maietta, Teresa Russo
Reverse Engineering and Additive Manufacturing towards the design of 3D advanced scaffolds for hard tissue regeneration. MetroInd4.0&IoT (2019)
Francesco Guarino, Mario Alessandro Russo, Monica Franzese, Dario Righelli, Giovanni Improta, Claudia Angelini, Maria Triassi
A novel shiny platform for the geo-spatial analysis of large amount of patient data. PeerJ Prepr. 5 (2017)
Stefania Santini, Antonio Pescapè, Antonio Saverio Valente, V. Abate, Giovanni Improta, Maria Triassi, P. Ricchi, A. Filosa
Using fuzzy logic for improving clinical daily-care of β-thalassemia patients. FUZZ-IEEE (2017)
Maria Romano, Paolo Bifulco, Mariano Ruffo, Giovanni Improta, Fabrizio Clemente, Mario Cesarelli
Software for computerised analysis of cardiotocographic traces. Comput. Methods Programs Biomed. 124 (2016)
Maria Romano, Luigi Iuppariello, Alfonso Maria Ponsiglione, Giovanni Improta, Paolo Bifulco, Mario Cesarelli
Frequency and Time Domain Analysis of Foetal Heart Rate Variability with Traditional Indexes: A Critical Survey. Comput. Math. Methods Medicine 2016 (2016)
Giuseppe Converso, Giovanni Improta, Manuela Mignano, Liberatina Carmela Santillo
A Simulation Approach for Agile Production Logic Implementation in a Hospital Emergency Unit. SoMeT (2015)
Mario Cesarelli, Maria Romano, Paolo Bifulco, Giovanni Improta, Giovanni D'Addio
Prognostic Decision Support Using Symbolic Dynamics in CTG Monitoring. EFMI-STC (2013)
Roberto Revetria, Alessandro Catania A., Lucia Cassettari, Guido Guizzi, Elpidio Romano, Teresa Murino, Giovanni Improta, Hamido Fujita
Improving Healthcare Using Cognitive Computing Based Software: An Application in Emergency Situation. IEA/AIE (2012)
Mario Cesarelli, Maria Romano, Paolo Bifulco, Giovanni Improta, Gianni D'Addio
An Application of Symbolic Dynamics for FHRV assessment. MIE (2012)

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Publication Activity (10 Years)

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Giovanni Improta