Daniel Capurro

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

Siaw-Teng Liaw, Jason Guan Nan Guo, Sameera Ansari, Jitendra Jonnagaddala, Myron Anthony Godinho, Alder Jose Borelli, Simon de Lusignan, Daniel Capurro, Harshana Liyanage, Navreet Bhattal, Vicki Bennett, Jaclyn Chan, Michael G Kahn

Journal article  |  2021  |  JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

OBJECTIVE: Data quality (DQ) must be consistently defined in context. The attributes, metadata, and context of longitudinal real-w..

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

Jinghui Liu, Daniel Capurro, Anthony Nguyen, Karin Verspoor

Journal article  |  2021  |  NPJ DIGITAL MEDICINE

As healthcare providers receive fixed amounts of reimbursement for given services under DRG (Diagnosis-Related Groups) payment, DR..

A comparative analysis of sepsis digital phenotyping methods

Anna Fedyukova, Douglas Pires, Daniel Capurro

Conference Proceedings  |  2021  |  2021 Australasian Computer Science Week Multiconference

Health data captured in Electronic health records (EHRs) have enabled the development of computational approaches to improve patie..

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

Gabriel Rada, Daniel Perez, Felipe Araya-Quintanilla, Camila Avila, Gonzalo Bravo-Soto, Rocio Bravo-Jeria, Aldo Canepa, Daniel Capurro, Victoria Castro-Gutierrez, Valeria Contreras, Javiera Edwards, Jorge Faundez, Damian Garrido, Magdalena Jimenez, Valentina Llovet, Diego Lobos, Francisco Madrid, Macarena Morel-Marambio, Antonia Mendoza, Ignacio Neumann, et al.

Journal article  |  2020  |  BMC MEDICAL RESEARCH METHODOLOGY

BACKGROUND: Systematic reviews allow health decisions to be informed by the best available research evidence. However, their numbe..

Temporal design patterns for digital phenotype cohort selection in critical care: Systematic literature assessment and qualitative synthesis

D Capurro, M Barbe, C Daza, JS Maria, J Trincado

Journal article  |  2020  |  JMIR Medical Informatics

Background: Inclusion criteria for observational studies frequently contain temporal entities and relations. The use of digital ph..

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

Daniel Capurro, Mario Barbe, Claudio Daza, Josefa Santa Maria, Javier Trincado

Journal article  |  2020  |  JMIR MEDICAL INFORMATICS

BACKGROUND: Inclusion criteria for observational studies frequently contain temporal entities and relations. The use of digital ph..

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

Gabriele Marini, Benjamin Tag, Jorge Goncalves, Eduardo Velloso, Raja Jurdak, Daniel Capurro, Clare McCarthy, William Shearer, Vassilis Kostakos

Journal article  |  2020  |  JOURNAL OF MEDICAL INTERNET RESEARCH

BACKGROUND: The use of location-based data in clinical settings is often limited to real-time monitoring. In this study, we aim to..

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

Diego Garcia-Huidobro, Solange Rivera, Sebastián Valderrama Chang, Paula Bravo, Daniel Capurro

Journal article  |  2020

BACKGROUND As the COVID-19 pandemic disrupted medical practice, telemedicine emerged as an alternative to ..

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

Diego Garcia-Huidobro, Solange Rivera, Sebastián Valderrama Chang, Paula Bravo, Daniel Capurro

Journal article  |  2020  |  Journal of Medical Internet Research (JMIR)

Background: As the COVID-19 pandemic disrupted medical practice, telemedicine emerged as an alternative to outpatient visits. Howe..

Mapping the Patient’s Journey in Healthcare through Process Mining

Michael Arias, Eric Rojas, Santiago Aguirre, Felipe Cornejo, Jorge Munoz-Gama, Marcos Sepulveda, Daniel Capurro

Journal article  |  2020  |  International Journal of Environmental Research and Public Health

Nowadays, assessing and improving customer experience has become a priority, and has emerged as a key differentiator for business ..