Daniel Capurro

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Senior Lecturer

University of Melbourne

Australia

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About

Daniel Capurro is a Senior Lecturer at the University of Melbourne, Australia. His research areas include healthcare process variability, digital coordination in hospitals, and the implications of digital overdiagnosis. He has contributed to numerous articles focusing on topics such as antimicrobial stewardship in primary care and the evaluation of interdisciplinary educational programs. His work aims to enhance understanding and implementation of health systems through data-driven approaches.

Recent Grants

Grant: Close

Responding to need: technology-enhanced brain cancer survivorship (PI Drummond)

Open Date: 2021-07-01

Close Date: 2024-06-01

Grant: Close

IDENTIFICATION OF PATIENT COHORTS IN LARGE CLINICAL DATABASES USING TEMPORAL ABSTRACTIONS AND TEMPORAL PATTERNS OF CLINICAL EVENTS.

Open Date: 2013-11-02

Close Date: 2017-10-31

Articles (17)

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2025

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2020

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2020

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2020

Collaborators (9)

Rodrigo Mariño

University of Melbourne

AUSTRALIA

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Eduardo Velloso

Senior Lecturer

University of Melbourne

AUSTRALIA

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Karin Verspoor

AUSTRALIA

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David Simmons

AUSTRALIA

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Douglas Pires

Senior lecturer

University of Melbourne

AUSTRALIA

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Sam Freeman

Macquarie University

AUSTRALIA

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Lisa Bourke

AUSTRALIA

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Wendy Chapman

Professor and Director

University of Melbourne

AUSTRALIA

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Kayley Lyons

AUSTRALIA

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Daniel Capurro

Research Interests

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Recent Grants

Articles (17)

Evaluation of an Interdisciplinary Educational Program to Foster Learning Health Systems: Education Evaluation

Implementation of a digital coordination centre in a hospital: a qualitative evaluation of enablers, barriers and strategies

Measuring and visualizing healthcare process variability

Uncovering digital overdiagnosis – Quantification and mitigation using clinical trajectories: Heparin-induced thrombocytopenia use case

A systematic review on how primary care electronic medical record data have been used for antimicrobial stewardship

Association between demographic, clinical characteristics and severe complications by SARS-CoV-2 infection in a community-based healthcare network in Chile

Attention-based multimodal fusion with contrast for robust clinical prediction in the face of missing modalities

Self-Rated Oral Health as a Valid Measure of Oral Health Status in Adults Living in Rural Australia

Data-driven overdiagnosis definitions: A scoping review

Preventing Digital Overdiagnosis.

Designing a professional development online short course to foster Learning Healthcare Systems.

Early prediction of diagnostic-related groups and estimation of hospital cost by processing clinical notes

Quality assessment of real-world data repositories across the data life cycle: A literature review.

Temporal Design Patterns for Digital Phenotype Cohort Selection in Critical Care: Systematic Literature Assessment and Qualitative Synthesis

Epistemonikos: a comprehensive database of systematic reviews for health decision-making.

Measuring Mobility and Room Occupancy in Clinical Settings: System Development and Implementation

System-Wide Accelerated Implementation of Telemedicine in Response to COVID-19: Mixed Methods Evaluation

Collaborators (9)

Rodrigo Mariño

Eduardo Velloso

Karin Verspoor

David Simmons

Douglas Pires

Sam Freeman

Lisa Bourke

Wendy Chapman

Kayley Lyons

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