Daniel Capurro

55 papers B 1C 2Misc 4Journal 27Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Comparing Text-Based Clinical Risk Prediction in Critical Care: A Note-Specific Hierarchical Network and Large Language Models. IEEE J. Biomed. Health Informatics Jinghui Liu, Anthony N. Nguyen, Daniel Capurro, Karin Verspoor
2025	J	`jnl`	Measuring and visualizing healthcare process variability. J. Biomed. Informatics Pengfei Yin, Abel Armas-Cervantes, Daniel Capurro
2025	J	`jnl`	UI/UX design requirements for young stroke survivors: recommendations from the literature. npj Digit. Medicine Deborah Passey, Hasan Ferdous, Kara Burns, Cecily Gilbert, Emma Power, Tanya Rose, Julie Bernhardt, Vincent Thijs, Daniel Capurro
2025	J	`jnl`	Uncovering digital overdiagnosis - Quantification and mitigation using clinical trajectories: Heparin-induced thrombocytopenia use case. J. Biomed. Informatics Prabodi Senevirathna, Douglas E. V. Pires, Daniel Capurro
2024	—	`conf`	Clinical Translation of a Heparin-Induced Thrombocytopenia predictor for Intensive Care Patients. ACSW Prabodi Senevirathna, Douglas Pires, Daniel Capurro
2024	J	`jnl`	Modelling patient trajectories in emergency department simulations using retrospective patient cohorts. Comput. Biol. Medicine Roben Delos Reyes, Daniel Capurro, Nicholas Geard
2024	J	`jnl`	Retrospective analysis of the impact of electronic medical record alerts on low value care in a pediatric hospital. J. Am. Medical Informatics Assoc. Joanna Lawrence, Mike South, Harriet Hiscock, Daniel Capurro, Anurag Sharma, Jemimah Ride
2024	J	`jnl`	Undercounting diagnoses in Australian general practice: a data quality study with implications for population health reporting. BMC Medical Informatics Decis. Mak. Rachel Canaway, Christine Chidgey, Christine Hallinan, Daniel Capurro, Douglas Iain Ross Boyle
2023	—	`conf`	A Hybrid Physical-Digital Simulation Laboratory to Expedite Context-Aware Design and Usability Testing in Digital Health. MedInfo Kit Huckvale, Frank Smolenaers, Hasan Ferdous, Kara Burns, Mahima Kalla, Mady Mani, Daniel Capurro, Wendy W. Chapman
2023	—	`conf`	Adapting an Environmental Scan for 'Insights Reporting': Learnings from an Online Brain Cancer Peer Support Platform. MedInfo Kara Burns, Kit Huckvale, Ann Borda, Cecily Gilbert, Hasan Ferdous, Mahima Kalla, Wendy W. Chapman, Daniel Capurro
2023	J	`jnl`	Attention-based multimodal fusion with contrast for robust clinical prediction in the face of missing modalities. J. Biomed. Informatics Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
2023	—	`conf`	Clinical Experiences of Working with Patient-Generated Health Data in Primary Care. MedInfo Noushin Nazarian, Wendy Chapman, Daniel Capurro
2023	J	`jnl`	Data-driven overdiagnosis definitions: A scoping review. J. Biomed. Informatics Prabodi Senevirathna, Douglas E. V. Pires, Daniel Capurro
2023	C	`conf`	Defining Healthcare KPIs Using Process Mining and Patient Journey Maps. CLEI Michael Arias, Eric Rojas, Santiago Aguirre, Felipe Cornejo, Jorge Munoz-Gama, Marcos Sepúlveda, Daniel Capurro
2023	—	`conf`	Designing an Interprofessional Online Course to Foster Learning Health Systems. MedInfo Sathana Dushyanthen, Dawn Choo, Meg Perrier, Kathleen Gray, Daniel Capurro, Douglas Pires, Brian E. Chapman, Graeme K. Hart, Kit Huckvale, Wendy W. Chapman, Kayley M. Lyons
2023	J	`jnl`	Digital transformation of health services: a value stream-oriented approach. Int. J. Prod. Res. Guilherme Luz Tortorella, Flavio Sanson Fogliatto, Diego Alfredo Mendoza Tlapa, Matthew Pepper, Daniel Capurro
2023	—	`conf`	Enhancing Digital Health Literacy to Support Post-Pandemic Health Recovery in Indonesia: A Case Study in Makassar. ACIS Sherah Kurnia, Agus Putra Wicaksana, Ryza Jazid Bahar, Rod Dilnutt, Ansa Riadi, Anis Fuad, Guardian Yoki Sanjaya, Daniel Capurro
2023	J	`jnl`	Explainable Machine Learning for ICU Readmission Prediction. CoRR 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
2023	J	`jnl`	Improving Text-based Early Prediction by Distillation from Privileged Time-Series Text. CoRR Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
2023	—	`conf`	Uncovering Variations in Clinical Notes for NLP Modeling. MedInfo Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
2023	—	`conf`	Visualising Healthcare Process Variability. MedInfo Hunter Chen Chen, Abel Armas-Cervantes, Vickie Irving, Brian Dorricott, Daniel Capurro
2022	J	`jnl`	"Note Bloat" impacts deep learning-based NLP models for clinical prediction tasks. J. Biomed. Informatics Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
2022	J	`jnl`	A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images. ACM Comput. Surv. Pablo Messina, Pablo Pino, Denis Parra, Alvaro Soto, Cecilia Besa, Sergio Uribe, Marcelo E. Andia, Cristian Tejos, Claudia Prieto, Daniel Capurro
2022	J	`jnl`	Are we ready for conformance checking in healthcare? Measuring adherence to clinical guidelines: A scoping systematic literature review. J. Biomed. Informatics Eimy Oliart, Eric Rojas, Daniel Capurro
2022	Misc	`conf`	Concept Drift Detection to Assess the Diffusion of Process Innovations in Healthcare. AMIA Colin McLean, Daniel Capurro
2022	Misc	`conf`	Improving Text-based Early Prediction by Distillation from Privileged Time-Series Text. ALTA Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
2022	J	`jnl`	Process mining for healthcare: Characteristics and challenges. J. Biomed. Informatics 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
2022	J	`jnl`	Process mining-driven analysis of COVID-19's impact on vaccination patterns. J. Biomed. Informatics Adriano Augusto, Timothy Deitz, Noel Faux, Jo-Anne Manski-Nankervis, Daniel Capurro
2022	Misc	`conf`	The Validitron Sandbox: a cloud environment to support prototyping, workflow design and integration testing of data-focused digital health applications. AMIA Kit Huckvale, Wendy W. Chapman, Daniel Capurro
2021	—	`conf`	A comparative analysis of sepsis digital phenotyping methods. ACSW Anna Fedyukova, Douglas Pires, Daniel Capurro
2021	J	`jnl`	Dark Patterns, Electronic Medical Records, and the Opioid Epidemic. CoRR Daniel Capurro, Eduardo Velloso
2021	J	`jnl`	Early prediction of diagnostic-related groups and estimation of hospital cost by processing clinical notes. npj Digit. Medicine Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
2021	J	`jnl`	Process Mining-Driven Analysis of the COVID19 Impact on the Vaccinations of Victorian Patients. CoRR Adriano Augusto, Timothy Deitz, Noel Faux, Jo-Anne Manski-Nankervis, Daniel Capurro
2021	J	`jnl`	Quality assessment of real-world data repositories across the data life cycle: A literature review. J. Am. Medical Informatics Assoc. 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
2021	J	`jnl`	Quantifying machine learning-induced overdiagnosis in sepsis. CoRR Anna Fedyukova, Douglas Pires, Daniel Capurro
2020	J	`jnl`	A Survey on Deep Learning and Explainability for Automatic Image-based Medical Report Generation. CoRR Pablo Messina, Pablo Pino, Denis Parra, Alvaro Soto, Cecilia Besa, Sergio Uribe, Marcelo E. Andia, Cristian Tejos, Claudia Prieto, Daniel Capurro
2019	J	`jnl`	Patient and Physician Perceptions of the Impact of Electronic Health Records on the Patient-Physician Relationship. Appl. Clin. Inform. Margaret Eberts, Daniel Capurro
2018	—	`conf`	Analysis of Emergency Room Episodes Duration Through Process Mining. Business Process Management Workshops Eric Rojas, Andres Cifuentes, Andrea Burattin, Jorge Munoz-Gama, Marcos Sepúlveda, Daniel Capurro
2018	—	`conf`	Analyzing Medical Emergency Processes with Process Mining: The Stroke Case. Business Process Management Workshops 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
2018	—	`conf`	Characterization of Drug Use Patterns Using Process Mining and Temporal Abstraction Digital Phenotyping. Business Process Management Workshops Eric Rojas, Daniel Capurro
2018	J	`jnl`	Discovering role interaction models in the Emergency Room using Process Mining. J. Biomed. Informatics Camilo Alvarez, Eric Rojas, Michael Arias, Jorge Munoz-Gama, Marcos Sepúlveda, Valeria Herskovic, Daniel Capurro
2017	—	`conf`	Chile's National Center for Health Information Systems: A Public-Private Partnership to Foster Health Care Information Interoperability. MedInfo Daniel Capurro, Aisen Echeverry, Rosa L. Figueroa, Sergio Guiñez, Carla Taramasco, César Galindo, Angélica Avendaño, Alejandra Garcia, Steffen Härtel
2017	—	`conf`	PALIA-ER: Bringing Question-Driven Process Mining Closer to the Emergency Room. BPM (Demos) Eric Rojas, Carlos Fernández-Llatas, Vicente Traver, Jorge Munoz-Gama, Marcos Sepúlveda, Valeria Herskovic, Daniel Capurro
2017	—	`conf`	Use of an Off-the-Shelf Corporate Information Tool to Track a High-Level-Disinfection Process. MedInfo Carolina Salazar, Jaime de los Hoyos, Francisco Izurieta, Daniel Jara, Daniel Capurro
2016	—	`conf`	Phenotyping Intensive Care Unit Patients Using Temporal Abstractions and Temporal Pattern Matching. BCB Claudio Daza, Josefa Santa Maria, Ignacio Gómez, Mario Barbe, Javier Trincado, Daniel Capurro
2016	J	`jnl`	Process mining in healthcare: A literature review. J. Biomed. Informatics Eric Rojas, Jorge Munoz-Gama, Marcos Sepúlveda, Daniel Capurro
2015	—	`conf`	Characterization of Help Desk issues After the Implementation of an Emergency Department Electronic Health Record. MedInfo Daniel Capurro, Mauricio Soto, Patricio Giacaman, Silvia Catalán
2015	—	`conf`	Evaluating the data completeness in the Electronic Health Record after the Implementation of an Outpatient Electronic Health Record. MedInfo Mauricio Soto, Daniel Capurro, Silvia Catalán
2015	—	`conf`	The Online Availability of Multilingual Health Promotion Materials Produced by Local Health Departments: an Information Assessment. MedInfo Daniel Capurro, Shomir Chaudhuri, Anne M. Turner
2014	J	`jnl`	A conjoint analysis framework for evaluating user preferences in machine translation. Mach. Transl. Katrin Kirchhoff, Daniel Capurro, Anne M. Turner
2013	—	`conf`	Epistemonikos: A Free, Relational, Collaborative, Multilingual Database of Health Evidence. MedInfo Gabriel Rada, Daniel Pérez, Daniel Capurro
2013	Misc	`conf`	Local Health Department Translation Processes: Potential of Machine Translation Technologies to Help Meet Needs. AMIA Anne M. Turner, Hannah Mandel, Daniel Capurro
2013	—	`conf`	Palliative Care from a Medical Informatics Perspective in Chile, Germany, and Peru. MedInfo Daniel Capurro, Matthias Ganzinger, José E. Pérez-Lu
2012	C	`conf`	Evaluating User Preferences in Machine Translation Using Conjoint Analysis. EAMT Katrin Kirchhoff, Daniel Capurro, Anne M. Turner
2012	B	`conf`	Statistical Section Segmentation in Free-Text Clinical Records. LREC Michael Tepper, Daniel Capurro, Fei Xia, Lucy Vanderwende, Meliha Yetisgen-Yildiz