Daniel Capurro

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 41

Top Topics

Temporal Abstractions

Electronic Medical Record

Top Venues

J. Biomed. Informatics

Business Process Management Workshops

Publications

Rachel Canaway, Christine Chidgey, Christine Hallinan, Daniel Capurro, Douglas IR. Boyle
Undercounting diagnoses in Australian general practice: a data quality study with implications for population health reporting. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Joanna Lawrence, Mike South, Harriet Hiscock, Daniel Capurro, Anurag Sharma, Jemimah Ride
Retrospective analysis of the impact of electronic medical record alerts on low value care in a pediatric hospital. J. Am. Medical Informatics Assoc. 31 (3) (2024)
Prabodi Senevirathna, Douglas Pires, Daniel Capurro
Clinical Translation of a Heparin-Induced Thrombocytopenia predictor for Intensive Care Patients. ACSW (2024)
Jinghui Liu, Daniel Capurro, Anthony Nguyen, Karin Verspoor
Uncovering Variations in Clinical Notes for NLP Modeling. MedInfo (2023)
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
Explainable Machine Learning for ICU Readmission Prediction. CoRR (2023)
Hunter Chen Chen, Abel Armas-Cervantes, Vickie Irving, Brian Dorricott, Daniel Capurro
Visualising Healthcare Process Variability. MedInfo (2023)
Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
Attention-based multimodal fusion with contrast for robust clinical prediction in the face of missing modalities. J. Biomed. Informatics 145 (2023)
Sherah Kurnia, Agus Putra Wicaksana, Ryza Jazid Bahar, Rod Dilnutt, Ansa Riadi, Anis Fuad, Guardian Yoki Sanjaya, Daniel Capurro
Enhancing Digital Health Literacy to Support Post-Pandemic Health Recovery in Indonesia: A Case Study in Makassar. ACIS (2023)
Noushin Nazarian, Wendy Chapman, Daniel Capurro
Clinical Experiences of Working with Patient-Generated Health Data in Primary Care. MedInfo (2023)
Guilherme Luz Tortorella, Flavio Sanson Fogliatto, Diego Alfredo Mendoza Tlapa, Matthew Pepper, Daniel Capurro
Digital transformation of health services: a value stream-oriented approach. Int. J. Prod. Res. 61 (6) (2023)
Kara Burns, Kit Huckvale, Ann Borda, Cecily Gilbert, Hasan Ferdous, Mahima Kalla, Wendy Chapman, Daniel Capurro
Adapting an Environmental Scan for 'Insights Reporting': Learnings from an Online Brain Cancer Peer Support Platform. MedInfo (2023)
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
Designing an Interprofessional Online Course to Foster Learning Health Systems. MedInfo (2023)
Michael Arias, Eric Rojas, Santiago Aguirre, Felipe Cornejo, Jorge Munoz-Gama, Marcos Sepúlveda, Daniel Capurro
Defining Healthcare KPIs Using Process Mining and Patient Journey Maps. CLEI (2023)
Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
Improving Text-based Early Prediction by Distillation from Privileged Time-Series Text. CoRR (2023)
Kit Huckvale, Frank Smolenaers, Hasan Ferdous, Kara Burns, Mahima Kalla, Mady Mani, Daniel Capurro, Wendy W. Chapman
A Hybrid Physical-Digital Simulation Laboratory to Expedite Context-Aware Design and Usability Testing in Digital Health. MedInfo (2023)
Prabodi Senevirathna, Douglas E. V. Pires, Daniel Capurro
Data-driven overdiagnosis definitions: A scoping review. J. Biomed. Informatics 147 (2023)
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
Process mining for healthcare: Characteristics and challenges. J. Biomed. Informatics 127 (2022)
Eimy Oliart, Eric Rojas, Daniel Capurro
Are we ready for conformance checking in healthcare? Measuring adherence to clinical guidelines: A scoping systematic literature review. J. Biomed. Informatics 130 (2022)
Adriano Augusto, Timothy Deitz, Noel Faux, Jo-Anne Manski-Nankervis, Daniel Capurro
Process mining-driven analysis of COVID-19's impact on vaccination patterns. J. Biomed. Informatics 130 (2022)
Pablo Messina, Pablo Pino, Denis Parra, Alvaro Soto, Cecilia Besa, Sergio Uribe, Marcelo E. Andia, Cristian Tejos, Claudia Prieto, Daniel Capurro
A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images. ACM Comput. Surv. 54 (10s) (2022)
Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
"Note Bloat" impacts deep learning-based NLP models for clinical prediction tasks. J. Biomed. Informatics 133 (2022)
Kit Huckvale, Wendy W. Chapman, Daniel Capurro
The Validitron Sandbox: a cloud environment to support prototyping, workflow design and integration testing of data-focused digital health applications. AMIA (2022)
Colin McLean, Daniel Capurro
Concept Drift Detection to Assess the Diffusion of Process Innovations in Healthcare. AMIA (2022)
Dawn Choo, Sathana Dushyanthen, Kathleen Gray, Daniel Capurro, Mark Merolli, Brian E. Chapman, Douglas Pires, Graeme K. Hart, Kit Huckvale, Wendy W. Chapman, Kayley M. Lyons
Designing a professional development online short course to foster Learning Healthcare Systems. Int. J. Medical Informatics 158 (February) (2022)
Anna Fedyukova, Douglas Pires, Daniel Capurro
A comparative analysis of sepsis digital phenotyping methods. ACSW (2021)
Anna Fedyukova, Douglas Pires, Daniel Capurro
Quantifying machine learning-induced overdiagnosis in sepsis. CoRR (2021)
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
Quality assessment of real-world data repositories across the data life cycle: A literature review. J. Am. Medical Informatics Assoc. 28 (7) (2021)
Adriano Augusto, Timothy Deitz, Noel Faux, Jo-Anne Manski-Nankervis, Daniel Capurro
Process Mining-Driven Analysis of the COVID19 Impact on the Vaccinations of Victorian Patients. CoRR (2021)
Daniel Capurro, Eduardo Velloso
Dark Patterns, Electronic Medical Records, and the Opioid Epidemic. CoRR (2021)
Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
Early prediction of diagnostic-related groups and estimation of hospital cost by processing clinical notes. npj Digit. Medicine 4 (2021)
Pablo Messina, Pablo Pino, Denis Parra, Alvaro Soto, Cecilia Besa, Sergio Uribe, Marcelo E. Andia, Cristian Tejos, Claudia Prieto, Daniel Capurro
A Survey on Deep Learning and Explainability for Automatic Image-based Medical Report Generation. CoRR (2020)
Margaret Eberts, Daniel Capurro
Patient and Physician Perceptions of the Impact of Electronic Health Records on the Patient-Physician Relationship. Appl. Clin. Inform. 10 (04) (2019)
Eric Rojas, Daniel Capurro
Characterization of Drug Use Patterns Using Process Mining and Temporal Abstraction Digital Phenotyping. Business Process Management Workshops (2018)
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
Analyzing Medical Emergency Processes with Process Mining: The Stroke Case. Business Process Management Workshops (2018)
Camilo Alvarez, Eric Rojas, Michael Arias, Jorge Munoz-Gama, Marcos Sepúlveda, Valeria Herskovic, Daniel Capurro
Discovering role interaction models in the Emergency Room using Process Mining. J. Biomed. Informatics 78 (2018)
Eric Rojas, Andres Cifuentes, Andrea Burattin, Jorge Munoz-Gama, Marcos Sepúlveda, Daniel Capurro
Analysis of Emergency Room Episodes Duration Through Process Mining. Business Process Management Workshops (2018)
Carolina Salazar, Jaime de los Hoyos, Francisco Izurieta, Daniel Jara, Daniel Capurro
Use of an Off-the-Shelf Corporate Information Tool to Track a High-Level-Disinfection Process. MedInfo (2017)
Daniel Capurro, Aisen Echeverry, Rosa L. Figueroa, Sergio Guiñez, Carla Taramasco, César Galindo, Angélica Avendaño, Alejandra Garcia, Steffen Härtel
Chile's National Center for Health Information Systems: A Public-Private Partnership to Foster Health Care Information Interoperability. MedInfo (2017)
Eric Rojas, Carlos Fernández-Llatas, Vicente Traver, Jorge Munoz-Gama, Marcos Sepúlveda, Valeria Herskovic, Daniel Capurro
PALIA-ER: Bringing Question-Driven Process Mining Closer to the Emergency Room. BPM (Demos) (2017)
Claudio Daza, Josefa Santa Maria, Ignacio Gomez, Mario Barbe, Javier Trincado, Daniel Capurro
Phenotyping Intensive Care Unit Patients Using Temporal Abstractions and Temporal Pattern Matching. BCB (2016)
Eric Rojas, Jorge Munoz-Gama, Marcos Sepúlveda, Daniel Capurro
Process mining in healthcare: A literature review. J. Biomed. Informatics 61 (2016)
Daniel Capurro, Shomir Chaudhuri, Anne M. Turner
The Online Availability of Multilingual Health Promotion Materials Produced by Local Health Departments: an Information Assessment. MedInfo (2015)
Mauricio Soto, Daniel Capurro, Silvia Catalán
Evaluating the data completeness in the Electronic Health Record after the Implementation of an Outpatient Electronic Health Record. MedInfo (2015)
Daniel Capurro, Mauricio Soto, Patricio Giacaman, Silvia Catalán
Characterization of Help Desk issues After the Implementation of an Emergency Department Electronic Health Record. MedInfo (2015)
Katrin Kirchhoff, Daniel Capurro, Anne M. Turner
A conjoint analysis framework for evaluating user preferences in machine translation. Mach. Transl. 28 (1) (2014)
Gabriel Rada, Daniel Pérez, Daniel Capurro
Epistemonikos: A Free, Relational, Collaborative, Multilingual Database of Health Evidence. MedInfo (2013)
Daniel Capurro, Matthias Ganzinger, José E. Pérez-Lu
Palliative Care from a Medical Informatics Perspective in Chile, Germany, and Peru. MedInfo (2013)
Anne M. Turner, Hannah Mandel, Daniel Capurro
Local Health Department Translation Processes: Potential of Machine Translation Technologies to Help Meet Needs. AMIA (2013)
Michael Tepper, Daniel Capurro, Fei Xia, Lucy Vanderwende, Meliha Yetisgen-Yildiz
Statistical Section Segmentation in Free-Text Clinical Records. LREC (2012)
Katrin Kirchhoff, Daniel Capurro, Anne M. Turner
Evaluating User Preferences in Machine Translation Using Conjoint Analysis. EAMT (2012)