Multiple regression model to analyze the total LOS for patients undergoing laparoscopic appendectomy
Background The rapid growth in the complexity of services and stringent quality
requirements present a challenge to all healthcare facilities, especially from an economic …
requirements present a challenge to all healthcare facilities, especially from an economic …
Regression models to study the total LOS related to valvuloplasty
Background: Valvular heart diseases are diseases that affect the valves by altering the
normal circulation of blood within the heart. In recent years, the use of valvuloplasty has …
normal circulation of blood within the heart. In recent years, the use of valvuloplasty has …
Predictive analysis of lower limb fractures in the orthopedic complex operative unit using artificial intelligence: the case study of AOU Ruggi
The length of stay (LOS) in hospital is one of the main parameters for evaluating the
management of a health facility, of its departments in relation to the different specializations …
management of a health facility, of its departments in relation to the different specializations …
Predictive analysis of healthcare-associated blood stream infections in the neonatal intensive care unit using artificial intelligence: a single center study
Background: Neonatal infections represent one of the six main types of healthcare-
associated infections and have resulted in increasing mortality rates in recent years due to …
associated infections and have resulted in increasing mortality rates in recent years due to …
Implementation of Predictive Algorithms for the Study of the Endarterectomy LOS
TA Trunfio, A Borrelli, G Improta - Bioengineering, 2022 - mdpi.com
Background: In recent years, the length of hospital stay (LOS) following endarterectomy has
decreased significantly from 4 days to 1 day. LOS is influenced by several common …
decreased significantly from 4 days to 1 day. LOS is influenced by several common …
Classification and regression model to manage the hospitalization for laparoscopic cholecystectomy
Gallstone disease (GD) is one of the most common morbidities in the world. Laparoscopic
Cholecystectomy (LC) is currently the gold standard, performed in about 96% of cases. The …
Cholecystectomy (LC) is currently the gold standard, performed in about 96% of cases. The …
The Implementation of Machine Learning Methods in Six Sigma Projects–A Literature Review
P Kolbusz, K Antosz - International Scientific-Technical Conference …, 2024 - Springer
One of the methods used today to improve processes in companies is Six Sigma. Within the
application of this philosophy, machine learning methods are increasingly employed to …
application of this philosophy, machine learning methods are increasingly employed to …
Regression and classification methods for predicting the length of hospital stay after cesarean section: A bicentric study
E Montella, MR Marino, M Majolo, E Raiola… - Proceedings of the 6th …, 2022 - dl.acm.org
In recent years, the use of caesarean sections (CS) has grown, leading more women,
especially in developed countries, to choose it as a preferential modality, even without clear …
especially in developed countries, to choose it as a preferential modality, even without clear …
Mode of discharge in CoViD-19 era: the case of the COU Oncology of “San Giovanni di Dio e Ruggi d'Aragona” University Hospital
Background. The Covid-19 pandemic has deeply impacted the oncology community. The
European Society for Medical Oncology (ESMO) suggests strengthening telemedicine …
European Society for Medical Oncology (ESMO) suggests strengthening telemedicine …
Data Analysis to Study the Prolonged ED-LOS: The Case of Evangelical Hospital “Betania”
G Improta, V Bottino, A Sciambra, MA Russo… - … on Biomedical and …, 2022 - Springer
Ensuring satisfactory service for a patient in the emergency department (ED) setting is
challenging. Long wait times have been shown to be associated with dissatisfaction with ED …
challenging. Long wait times have been shown to be associated with dissatisfaction with ED …