Arianna Scala

40 papers Journal 1Unranked 39
YearRankTypeTitle / Venue / Authors
2025 — conf
Machine learning methods comparisons to predict LOS performance for Patients undertaking Knee replacement Surgery.
ICMHI
Andrea Fidecicchi, Ida Santalucia, Antonella Toscano, Mario Massimo Mensorio, Emanuele Mario Caputi, Arianna Scala
2025 — conf
Machine learning performance comparison to calculate Length of Stay.
ICMHI
Arianna Scala, Ida Santalucia, Paolo Montuori, Giovanni Improta
2024 — conf
An ANN approach for ICU management in 4.0 environment tested on MIMIC-III database of Boston Beth Israel Deaconess Medical Center.
ICBEA
Teresa Murino, Valentina Popolo, Teresa Angela Trunfio, Marta Rosaria Marino, Lorenza Paulone, Arianna Scala
2024 — conf
Analysis of requests for home care in an Italian Local Health Authority.
ICBEA
Gennaro Volpe, Marco De Fazio, Valentina Galdo, Elena Fossi, Alessandro Bozza, Maria Triassi, Ida Santalucia, Arianna Scala
2024 — conf
Applying the DMAIC Cycle and Machine Learning to Examine COVID-19's Effects on Emergency Department-LOS.
ICMHI
Arianna Scala, Teresa Angela Trunfio, Giovanni Improta
2024 — conf
Empowering Patient Risk Management Strategies: Validation the AHRQ Elixhauser Mortality Index on Italian Hospital Administrative Dataset.
ICMHI
Andrea Fidecicchi, Teresa Angela Trunfio, Antonio D'Amore, Maria Pia Mannelli, Arianna Scala
2024 — conf
Machine Learning Models for Predicting "Left Without Being Seen" in Distributed Emergency Departments: A Comparative Study in Naples, Italy.
ICBEA
Andrea Fidecicchi, Ida Santalucia, Eliana Raiola, Massimo Majolo, Michelangelo Chiacchio, Maria Romano, Maria Triassi, Marta Rosaria Marino, Arianna Scala
2024 — conf
The analysis of COVID-19's Effects on Emergency Department-LOS using LSS approach and Machine Learning.
ICMHI
Teresa Angela Trunfio, Arianna Scala, Giovanni Improta
2022 — conf
Analysis of Hospital Admissions of Neurological Patients in the COVID-19 Era: Comparison Between Hospitals.
BECB
Emma Montella, Marta Rosaria Marino, Cristiana Giglio, Eliana Raiola, Giuseppe Russo, Giovanni Rossi, Anna Borrelli, Maria Triassi, Arianna Scala
2022 — conf
Analyzing LOS Variation for Patients Under Emergency Interventions: A Bicentric Study.
BECB
Alfonso Maria Ponsiglione, Marta Rosaria Marino, Eliana Raiola, Francesco Smeraglia, Enrico Festa, Giuseppe Russo, Anna Borrelli, Arianna Scala
2022 — conf
Covid-19: The Effect on Hospitalization Patient of Ophthalmology Department in "Antonio Cardarelli" Hospital.
BECB
Emma Montella, Marta Rosaria Marino, Eliana Raiola, Massimo Majolo, Giuseppe Russo, Giovanni Rossi, Anna Borrelli, Maria Triassi, Arianna Scala
2022 — conf
How has COVID-19 Changed the Activities of Plastic Surgery? A Bicentric Study.
BECB
Arianna Scala, Marta Rosaria Marino, Cristiana Giglio, Massimo Majolo, Giuseppe Longo, Giuseppe Ferrucci, Anna Borrelli, Maria Triassi
2022 — conf
Machine Learning Algorithms to Predict Healthcare Associated Infections in a Neonatal Intensive Care Unit.
BECB
Emma Montella, Marta Rosaria Marino, Arianna Scala, Teresa Angela Trunfio, Maria Triassi, Giovanni Improta
2022 — conf
Machine Learning Algorithms to Predict LOS in Patients Undergoing Heart Bypass Surgery: A Bicentric Study.
BECB
Arianna Scala, Marta Rosaria Marino, Cristiana Giglio, Massimo Majolo, Giuseppe Longo, Giuseppe Ferrucci, Anna Borrelli, Maria Triassi
2022 — conf
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
Rossella Alfano, Ilaria Loperto, Arianna Scala, Teresa Angela Trunfio, Andrea Lombardi, Anna Borrelli, Maria Triassi, Giovanni Improta
2022 J jnl
Multiple regression model to analyze the total LOS for patients undergoing laparoscopic appendectomy.
BMC Medical Informatics Decis. Mak.
Teresa Angela Trunfio, Arianna Scala, Cristiana Giglio, Giovanni Rossi, Anna Borrelli, Maria Romano, Giovanni Improta
2022 — conf
Regression and Machine Learning Algorithm to Study the LOS of Patients Undergoing Hip Surgery.
BECB
Arianna Scala, Marta Rosaria Marino, Massimo Majolo, Giuseppe Russo, Francesco Smeraglia, Morena Anna Basso, Francesco Bruno, Anna Borrelli, Alfonso Maria Ponsiglione
2022 — conf
Study of Variables Influencing LOS with Machine Learning in Patients with Kidney Disease.
BECB
Teresa Angela Trunfio, Marta Rosaria Marino, Cristiana Giglio, Massimo Majolo, Eliana Raiola, Enrico Festa, Giuseppe Longo, Maria Triassi, Arianna Scala
2022 — conf
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
Arianna Scala, Teresa Angela Trunfio, Ilaria Loperto, Rossella Alfano, Andrea Lombardi, Anna Borrelli, Maria Triassi, Giovanni Improta
2022 — conf
Use of Classification Algorithms to Investigate Inpatient Stay for Retinal Diseases.
BECB
Emma Montella, Marta Rosaria Marino, Cristiana Giglio, Massimo Majolo, Giuseppe Longo, Maria Triassi, Arianna Scala
2022 — conf
Use of Statistical Analysis to Evaluate How Covid-19 Has Changed the Management of the Neurosurgery Department of the AORN "A. Cardarelli" in Naples.
BECB
Arianna Scala, Marta Rosaria Marino, Cristiana Giglio, Eliana Raiola, Giuseppe Russo, Morena Anna Basso, Giovanni Rossi, Anna Borrelli, Maria Triassi
2021 — conf
A comparison of different Machine Learning algorithms for predicting the length of hospital stay for patients undergoing cataract surgery.
BECB
Arianna Scala, Teresa Angela Trunfio, Andrea Lombardi, Cristiana Giglio, Anna Borrelli, Maria Triassi
2021 — conf
Analysis of the adequacy of admissions in a Complex Operative Unit of General Surgery and Day Surgery and Breast Unit.
BECB
Ilaria Loperto, Arianna Scala, Anna Borrelli, Giovanni Rossi, Maria Triassi
2021 — conf
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
Teresa Angela Trunfio, Arianna Scala, Anna Borrelli, Michele Sparano, Maria Triassi, Giovanni Improta
2021 — conf
Appropriate admission in Covid-19 era: the case study of the C.O.U. Neurology and Stroke Unit.
BECB
Ilaria Loperto, Arianna Scala, Rossella Alfano, Teresa Angela Trunfio, Cristiana Giglio, Giovanni Rossi, Anna Borrelli, Maria Triassi, Giovanni Improta
2021 — conf
Assessment of proteinuria level in nephrology patients using a machine learning approach.
ICMHI
Arianna Scala, Ilaria Loperto, Rosa Carrano, Stefano Federico, Maria Triassi, Giovanni Improta
2021 — conf
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
Emma Montella, Arianna Scala, Maddalena Di Lillo, Marco Lamberti, Leandro Donisi, Maria Triassi, Martina Profeta
2021 — conf
Investigating the impact of CoViD-19 on the activities of a Department of General Medicine.
BECB
Arianna Scala, Lucia De Coppi, Ilaria Loperto, Anna Borrelli, Andrea Lombardi, Maria Triassi
2021 — conf
Logistic Regression to study the change in length of stay in a department of Ophthalmology in CoViD-19 era.
BECB
Arianna Scala, Rossella Alfano, Anna Borrelli, Giovanni Rossi, Maria Triassi
2021 — conf
Modeling the variation in length of stay for appendectomy and cholecystectomy interventions in the emergency general surgery.
BECB
Alfonso Maria Ponsiglione, Martina Profeta, Cristiana Giglio, Andrea Lombardi, Anna Borrelli, Arianna Scala
2021 — conf
Modelling the hospital length of stay for patients undergoing laparoscopic appendectomy through a Multiple Regression Model.
BECB
Teresa Angela Trunfio, Arianna Scala, Cristiana Giglio, Giovanni Rossi, Anna Borrelli, Paolo Gargiulo, Maria Romano
2021 — conf
Modelling the hospital length of stay for patients undergoing laparoscopic cholecystectomy through a multiple regression model.
ICMHI
Arianna Scala, Teresa Angela Trunfio, Anna Borrelli, Giuseppe Ferrucci, Maria Triassi, Giovanni Improta
2021 — conf
Multiple Regression and Machine Learning to investigate factors influencing the length of hospital stay after valvuloplasty.
ICMHI
Arianna Scala, Ilaria Loperto, Lucia Rossano, Giuseppe Cesarelli, Antonietta Ferrara, Anna Borrelli
2021 — conf
Predicting length of stay using regression and Machine Learning models in Intensive Care Unit: a pilot study.
ICBET
Ilaria Picone, Imma Latessa, Antonella Fiorillo, Arianna Scala, Teresa Angela Trunfio, Maria Triassi
2021 — conf
Studying variables affecting the length of stay in patients with lower limb fractures by means of Machine Learning.
ICMHI
Ylenia Colella, Arianna Scala, Chiara De Lauri, Francesco Bruno, Giuseppe Cesarelli, Giuseppe Ferrucci, Anna Borrelli
2021 — conf
The Impact of CoViD-19 on hospital activities: the case of the C.O.U. Otorhinolaryngology.
ICBBS
Ilaria Loperto, Rossella Alfano, Arianna Scala, Giuseppe Ferrucci, Anna Borrelli, Teresa Angela Trunfio, Paolo Gargiulo
2021 — conf
The Impact of Covid-19 on the Length of Stay of the Plastic Surgery Department.
BECB
Teresa Angela Trunfio, Arianna Scala, Cristiana Giglio, Giuseppe Ferrucci, Anna Borrelli, Paolo Gargiulo
2021 — conf
Use of regression models to predict glomerular filtration rate in kidney transplanted patients.
BECB
Ilaria Loperto, Arianna Scala, Lucia Rossano, Rosa Carrano, Stefano Federico, Maria Triassi, Giovanni Improta
2021 — conf
Use of statistical analysis and logistic regression to study the length of stay in an Emergency Medicine Department in CoViD-19 era.
BECB
Ilaria Loperto, Lucia De Coppi, Arianna Scala, Anna Borrelli, Giuseppe Ferrucci, Maria Triassi
2021 — conf
Using Statistical Analysis and Logistic Regression to study the effect of CoViD-19 on hospital activities of the C.O.U. General Surgery and Kidney Transplants.
BECB
Rossella Alfano, Ilaria Loperto, Teresa Angela Trunfio, Cristiana Giglio, Giovanni Rossi, Anna Borrelli, Arianna Scala, Paolo Gargiulo