Daniel Capurro
Biographic Data
| ID | 6759361 |
|---|---|
| NAME | Daniel Capurro |
| GIVEN NAMES | Daniel |
| FAMILY NAME | Capurro |
| SIGNATURE | CAPURRO D |
| AFFILIATIONS | The University of Melbourne |
| ORCID | 0000-0002-9256-1256 |
| VERIFIED | Yes |
| TOTAL WORKS | 6 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 6 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2019 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Data assimilation in emergency department simulations for real-time disaster response
Mass casualty incidents (MCIs) due to disasters such as earthquakes and infectious disease outbreaks create a sudden surge of patients presenting to the emergency department (ED). Responding appropriately to these incidents requires EDs to have situational awareness of both the current and future impacts of an MCI on patient presentation and resource allocation. ED simulation models are used to support such decision making by simulating how MCIs …
Identifying Frailty in Older Adults in Rural Victoria, Australia
Objectives: To determine the prevalence of frailty among community-dwelling older adults in regional Victoria, Australia. Methods: Frailty status of 376 participants from the Crossroads II cross-sectional study was assessed by selected markers of frailty. The selected variables were psychometrically tested. Associations between frailty and socio-demographic, environmental and health factors were analysed using chi-square, ANOVA and binary logisti…
Healthcare 4.0 digital applications
Mapping the Patient’s Journey in Healthcare through Process Mining
Nowadays, assessing and improving customer experience has become a priority, and has emerged as a key differentiator for business and organizations worldwide. A customer journey (CJ) is a strategic tool, a map of the steps customers follow when engaging with a company or organization to obtain a product or service. The increase of the need to obtain knowledge about customers' perceptions and feelings when interacting with participants, touchpoint…
Performance Analysis of Emergency Room Episodes Through Process Mining
The performance analysis of Emergency Room episodes is aimed at providing decision makers with knowledge that allows them to decrease waiting times, reduce patient congestion, and improve the quality of care provided. In this case study, Process Mining is used to determine which activities, sub-processes, interactions, and characteristics of episodes explain why some episodes have a longer duration. The employed method and the results obtained ar…
Toward Value-Based Healthcare through Interactive Process Mining in Emergency Rooms
The application of Value-based Healthcare requires not only the identification of key processes in the clinical domain but also an adequate analysis of the value chain delivered to the patient. Data Science and Big Data approaches are technologies that enable the creation of accurate systems that model reality. However, classical Data Mining techniques are presented by professionals as black boxes. This evokes a lack of trust in those techniques …
No prominent works on this page.
Performance Analysis of Emergency Room Episodes Through Process Mining
The performance analysis of Emergency Room episodes is aimed at providing decision makers with knowledge that allows them to decrease waiting times, reduce patient congestion, and improve the quality of care provided. In this case study, Process Mining is used to determine which activities, sub-processes, interactions, and characteristics of episodes explain why some episodes have a longer duration. The employed method and the results obtained ar…
Toward Value-Based Healthcare through Interactive Process Mining in Emergency Rooms
The application of Value-based Healthcare requires not only the identification of key processes in the clinical domain but also an adequate analysis of the value chain delivered to the patient. Data Science and Big Data approaches are technologies that enable the creation of accurate systems that model reality. However, classical Data Mining techniques are presented by professionals as black boxes. This evokes a lack of trust in those techniques …
Mapping the Patient’s Journey in Healthcare through Process Mining
Nowadays, assessing and improving customer experience has become a priority, and has emerged as a key differentiator for business and organizations worldwide. A customer journey (CJ) is a strategic tool, a map of the steps customers follow when engaging with a company or organization to obtain a product or service. The increase of the need to obtain knowledge about customers' perceptions and feelings when interacting with participants, touchpoint…
Healthcare 4.0 digital applications
Identifying Frailty in Older Adults in Rural Victoria, Australia
Objectives: To determine the prevalence of frailty among community-dwelling older adults in regional Victoria, Australia. Methods: Frailty status of 376 participants from the Crossroads II cross-sectional study was assessed by selected markers of frailty. The selected variables were psychometrically tested. Associations between frailty and socio-demographic, environmental and health factors were analysed using chi-square, ANOVA and binary logisti…
Data assimilation in emergency department simulations for real-time disaster response
Mass casualty incidents (MCIs) due to disasters such as earthquakes and infectious disease outbreaks create a sudden surge of patients presenting to the emergency department (ED). Responding appropriately to these incidents requires EDs to have situational awareness of both the current and future impacts of an MCI on patient presentation and resource allocation. ED simulation models are used to support such decision making by simulating how MCIs …
Computer Science (4 works) · Medicine (4 works) · Business Process Modeling and Analysis (3 works) · Health care (3 works) · Process (computing (3 works) · Business (2 works) · Key (lock (2 works) · Knowledge management (2 works) · Medical emergency (2 works) · Political science (2 works)