Daniel Capurro

Resilience development and digitalization of the healthcare supply chain: an exploratory study in emerging economies

Guilherme Tortorella, Anupama Prashar, Daniel Samson, Sherah Kurnia, Flavio S Fogliatto, Daniel Capurro, Jiju Antony

Journal article  |  2023  |  INTERNATIONAL JOURNAL OF LOGISTICS MANAGEMENT

Purpose Healthcare supply chains (HSCs) have been adopting Industry 4.0 (I4.0) as a means to boost their resilience. The first obj..

A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images

P Messina, P Pino, D Parra, A Soto, C Besa, S Uribe, M Andía, C Tejos, C Prieto, D Capurro

Journal article  |  2022  |  ACM Computing Surveys

Every year physicians face an increasing demand of image-based diagnosis from patients, a problem that can be addressed with recen..

"Note Bloat" impacts deep learning-based NLP models for clinical prediction tasks

Jinghui Liu, Daniel Capurro, Anthony Nguyen, Karin Verspoor

Journal article  |  2022  |  JOURNAL OF BIOMEDICAL INFORMATICS

One unintended consequence of the Electronic Health Records (EHR) implementation is the overuse of content-importing technology, s..

Healthcare 4.0 digital applications: An empirical study on measures, bundles and patient-centered performance

Guilherme Luz Tortorella, Flavio S Fogliatto, Sherah Kurnia, Matthias Thurer, Daniel Capurro

Journal article  |  2022  |  TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE

This paper aims to identify bundles of Healthcare 4.0 (H4.0) digital applications and measure the impacts of their adoption on pat..

65 Preventing digital overdiagnosis

Daniel Capurro, Douglas Pires, Simon Coghlan

Conference Proceedings  |  2022  |  Abstracts

Are we ready for conformance checking in healthcare? Measuring adherence to clinical guidelines: A scoping systematic literature review.

Eimy Oliart, Eric Rojas, Daniel Capurro

Journal article  |  2022  |  J Biomed Inform

Clinical guidelines are recommendations of how to diagnose, treat, and manage a patient's medical condition. Health organizations ..

Process mining-driven analysis of COVID-19?s impact on vaccination patterns

Adriano Augusto, Timothy Deitz, Noel Faux, Jo-Anne Manski-Nankervis, Daniel Capurro

Journal article  |  2022  |  JOURNAL OF BIOMEDICAL INFORMATICS

Process mining is a discipline sitting between data mining and process science, whose goal is to provide theoretical methods and s..

Digital transformation of health services: a value stream-oriented approach

Guilherme Luz Tortorella, Flavio Sanson Fogliatto, Diego Tlapa Mendoza, Matthew Pepper, Daniel Capurro

Journal article  |  2022  |  INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

Health organisations have adopted technologies since the 1960s, but only after the Industry 4.0 were such technologies systematize..

Process mining for healthcare: Characteristics and challenges.

Jorge Munoz-Gama, Niels Martin, Carlos Fernandez-Llatas, Owen A Johnson, Marcos Sepúlveda, Emmanuel Helm, Victor Galvez-Yanjari, Eric Rojas, Antonio Martinez-Millana, Davide Aloini, Ilaria Angela Amantea, Robert Andrews, Michael Arias, Iris Beerepoot, Elisabetta Benevento, Andrea Burattin, Daniel Capurro, Josep Carmona, Marco Comuzzi, Benjamin Dalmas, et al.

Journal article  |  2022  |  J Biomed Inform

Process mining techniques can be used to analyse business processes using the data logged during their execution. These techniques..

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

Dawn Choo, Sathana Dushyanthen, Kathleen Gray, Daniel Capurro, Mark Merolli, Brian E Chapman, Douglas Pires, Graeme K Hart, Kit Huckvale, Wendy W Chapman, Kayley Lyons

Journal article  |  2022  |  INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS