Daniel Capurro

According to our database, Daniel Capurro authored at least 46 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Retrospective analysis of the impact of electronic medical record alerts on low value care in a pediatric hospital.

Joanna Lawrence, Mike South, Harriet Hiscock, Daniel Capurro, Anurag Sharma, Jemimah Ride

J. Am. Medical Informatics Assoc., February, 2024

2023

Data-driven overdiagnosis definitions: A scoping review.

Prabodi Senevirathna, Douglas E. V. Pires, Daniel Capurro

J. Biomed. Informatics, November, 2023

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

Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor

J. Biomed. Informatics, September, 2023

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

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

Int. J. Prod. Res., March, 2023

Explainable Machine Learning for ICU Readmission Prediction.

Alex G. C. de Sá, Daniel Gould, Anna Fedyukova, Mitchell Nicholas, Lucy Dockrell, Calvin Fletcher, David Pilcher, Daniel Capurro, David B. Ascher, Khaled El-Khawas, Douglas E. V. Pires

CoRR, 2023

Improving Text-based Early Prediction by Distillation from Privileged Time-Series Text.

Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor

CoRR, 2023

Clinical Experiences of Working with Patient-Generated Health Data in Primary Care.

Noushin Nazarian, Wendy Chapman, Daniel Capurro

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Uncovering Variations in Clinical Notes for NLP Modeling.

Jinghui Liu, Daniel Capurro, Anthony Nguyen, Karin Verspoor

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

A Hybrid Physical-Digital Simulation Laboratory to Expedite Context-Aware Design and Usability Testing in Digital Health.

Kit Huckvale, Frank Smolenaers, Hasan Ferdous, Kara Burns, Mahima Kalla, Mady Mani, Daniel Capurro, Wendy W. Chapman

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Designing an Interprofessional Online Course to Foster Learning Health Systems.

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

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Visualising Healthcare Process Variability.

Hunter Chen Chen, Abel Armas-Cervantes, Vickie Irving, Brian Dorricott, Daniel Capurro

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Adapting an Environmental Scan for 'Insights Reporting': Learnings from an Online Brain Cancer Peer Support Platform.

Kara Burns, Kit Huckvale, Ann Borda, Cecily Gilbert, Hasan Ferdous, Mahima Kalla, Wendy W. Chapman, Daniel Capurro

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Defining Healthcare KPIs Using Process Mining and Patient Journey Maps.

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

Proceedings of the XLIX Latin American Computer Conference, 2023

2022

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

Pablo Messina, Pablo Pino, Denis Parra, Alvaro Soto, Cecilia Besa, Sergio Uribe, Marcelo E. Andia, Cristian Tejos, Claudia Prieto, Daniel Capurro

ACM Comput. Surv., January, 2022

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

Eimy Oliart, Eric Rojas, Daniel Capurro

J. Biomed. Informatics, 2022

Process mining for healthcare: Characteristics and challenges.

Jorge Munoz-Gama, Niels Martin, Carlos Fernández-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, Rene de la Fuente, Chiara Di Francescomarino, Claudio Di Ciccio, Roberto Gatta, Chiara Ghidini, Fernanda Gonzalez-Lopez, Gema Ibáñez-Sánchez, Hilda B. Klasky, Angelina Prima Kurniati, Xixi Lu, Felix Mannhardt, Ronny Mans, Mar Marcos, Renata Medeiros de Carvalho, Marco Pegoraro, Simon K. Poon, Luise Pufahl, Hajo A. Reijers, Simon Remy, Stefanie Rinderle-Ma, Lucia Sacchi, Fernando Seoane, Minseok Song, Alessandro Stefanini, Emilio Sulis, Arthur H. M. ter Hofstede, Pieter J. Toussaint, Vicente Traver, Zoe Valero-Ramon, Inge van de Weerd, Wil M. P. van der Aalst, Rob J. B. Vanwersch, Mathias Weske, Moe Thandar Wynn, Francesca Zerbato

J. Biomed. Informatics, 2022

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

Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor

J. Biomed. Informatics, 2022

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

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

J. Biomed. Informatics, 2022

Concept Drift Detection to Assess the Diffusion of Process Innovations in Healthcare.

Colin McLean, Daniel Capurro

Proceedings of the AMIA 2022, 2022

The Validitron Sandbox: a cloud environment to support prototyping, workflow design and integration testing of data-focused digital health applications.

Kit Huckvale, Wendy W. Chapman, Daniel Capurro

Proceedings of the AMIA 2022, 2022

2021

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

Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor

npj Digit. Medicine, 2021

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

J. Am. Medical Informatics Assoc., 2021

Process Mining-Driven Analysis of the COVID19 Impact on the Vaccinations of Victorian Patients.

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

CoRR, 2021

Quantifying machine learning-induced overdiagnosis in sepsis.

Anna Fedyukova, Douglas Pires, Daniel Capurro

CoRR, 2021

Dark Patterns, Electronic Medical Records, and the Opioid Epidemic.

Daniel Capurro, Eduardo Velloso

CoRR, 2021

A comparative analysis of sepsis digital phenotyping methods.

Anna Fedyukova, Douglas Pires, Daniel Capurro

Proceedings of the ACSW '21: 2021 Australasian Computer Science Week Multiconference, 2021

2020

A Survey on Deep Learning and Explainability for Automatic Image-based Medical Report Generation.

Pablo Messina, Pablo Pino, Denis Parra, Alvaro Soto, Cecilia Besa, Sergio Uribe, Marcelo E. Andia, Cristian Tejos, Claudia Prieto, Daniel Capurro

CoRR, 2020

2019

Patient and Physician Perceptions of the Impact of Electronic Health Records on the Patient-Physician Relationship.

Margaret Eberts, Daniel Capurro

Appl. Clin. Inform., 2019

2018

Discovering role interaction models in the Emergency Room using Process Mining.

Camilo Alvarez, Eric Rojas, Michael Arias, Jorge Munoz-Gama, Marcos Sepúlveda, Valeria Herskovic, Daniel Capurro

J. Biomed. Informatics, 2018

Analysis of Emergency Room Episodes Duration Through Process Mining.

Eric Rojas, Andres Cifuentes, Andrea Burattin, Jorge Munoz-Gama, Marcos Sepúlveda, Daniel Capurro

Proceedings of the Business Process Management Workshops, 2018

Characterization of Drug Use Patterns Using Process Mining and Temporal Abstraction Digital Phenotyping.

Eric Rojas, Daniel Capurro

Proceedings of the Business Process Management Workshops, 2018

Analyzing Medical Emergency Processes with Process Mining: The Stroke Case.

Carlos Fernández-Llatas, Gema Ibáñez-Sánchez, Angeles Celda, Jesús Mandingorra, Lucia Aparici Tortajada, Antonio Martinez-Millana, Jorge Munoz-Gama, Marcos Sepúlveda, Eric Rojas, Víctor Gálvez, Daniel Capurro, Vicente Traver

Proceedings of the Business Process Management Workshops, 2018

2017

Use of an Off-the-Shelf Corporate Information Tool to Track a High-Level-Disinfection Process.

Carolina Salazar, Jaime de los Hoyos, Francisco Izurieta, Daniel Jara, Daniel Capurro

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Chile's National Center for Health Information Systems: A Public-Private Partnership to Foster Health Care Information Interoperability.

Daniel Capurro, Aisen Echeverry, Rosa L. Figueroa, Sergio Guiñez, Carla Taramasco, César Galindo, Angélica Avendaño, Alejandra Garcia, Steffen Härtel

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

PALIA-ER: Bringing Question-Driven Process Mining Closer to the Emergency Room.

Eric Rojas, Carlos Fernández-Llatas, Vicente Traver, Jorge Munoz-Gama, Marcos Sepúlveda, Valeria Herskovic, Daniel Capurro

Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017

2016

Process mining in healthcare: A literature review.

Eric Rojas, Jorge Munoz-Gama, Marcos Sepúlveda, Daniel Capurro

J. Biomed. Informatics, 2016

Phenotyping Intensive Care Unit Patients Using Temporal Abstractions and Temporal Pattern Matching.

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

Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

2015

Evaluating the data completeness in the Electronic Health Record after the Implementation of an Outpatient Electronic Health Record.

Mauricio Soto, Daniel Capurro, Silvia Catalán

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Characterization of Help Desk issues After the Implementation of an Emergency Department Electronic Health Record.

Daniel Capurro, Mauricio Soto, Patricio Giacaman, Silvia Catalán

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

The Online Availability of Multilingual Health Promotion Materials Produced by Local Health Departments: an Information Assessment.

Daniel Capurro, Shomir Chaudhuri, Anne M. Turner

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

2014

A conjoint analysis framework for evaluating user preferences in machine translation.

Katrin Kirchhoff, Daniel Capurro, Anne M. Turner

Mach. Transl., 2014

2013

Epistemonikos: A Free, Relational, Collaborative, Multilingual Database of Health Evidence.

Gabriel Rada, Daniel Pérez, Daniel Capurro

Proceedings of the MEDINFO 2013, 2013

Palliative Care from a Medical Informatics Perspective in Chile, Germany, and Peru.

Daniel Capurro, Matthias Ganzinger, José E. Pérez-Lu

Proceedings of the MEDINFO 2013, 2013

Local Health Department Translation Processes: Potential of Machine Translation Technologies to Help Meet Needs.

Anne M. Turner, Hannah Mandel, Daniel Capurro

Proceedings of the AMIA 2013, 2013

2012

Statistical Section Segmentation in Free-Text Clinical Records.

Michael Tepper, Daniel Capurro, Fei Xia, Lucy Vanderwende, Meliha Yetisgen-Yildiz

Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Evaluating User Preferences in Machine Translation Using Conjoint Analysis.

Katrin Kirchhoff, Daniel Capurro, Anne M. Turner

Proceedings of the 16th Annual conference of the European Association for Machine Translation, 2012