David Riaño

According to our database, David Riaño authored at least 67 papers between 1998 and 2023.

Collaborative distances:

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

2023

A community-of-practice-based evaluation methodology for knowledge intensive computational methods and its application to multimorbidity decision support.

William Van Woensel, Samson W. Tu, Wojtek Michalowski, Syed Sibte Raza Abidi, Samina Abidi, José Ramón Alonso, Alessio Bottrighi, Marc Carrier, Ruth Edry, Irit Hochberg, Malvika Rao, Stephen P. Kingwell, Alexandra Kogan, Mar Marcos, Begoña Martínez-Salvador, Martin Michalowski, Luca Piovesan, David Riaño, Paolo Terenziani, Szymon Wilk, Mor Peleg

J. Biomed. Informatics, June, 2023

2022

Modelling and assessing one- and two-drug dose titrations.

David Riaño, Spela Pecnik, Josep Ramon Alonso, Aida Kamisalic

Artif. Intell. Medicine, 2022

An Ontology to Support Automatic Drug Dose Titration.

David Riaño, José Ramón Alonso, Spela Pecnik, Aida Kamisalic

Proceedings of the Artificial Intelligence in Medicine, 2022

2021

Methods and measures to quantify ICU patient heterogeneity.

David Cuadrado, David Riaño, Josep Gómez, Alejandro Rodríguez, María Bodí

J. Biomed. Informatics, 2021

Preface: AIME 2019.

David Riaño, Szymon Wilk, Annette ten Teije

Artif. Intell. Medicine, 2021

ICU Days-to-Discharge Analysis with Machine Learning Technology.

David Cuadrado, David Riaño

Proceedings of the Artificial Intelligence in Medicine, 2021

Modelling and Assessment of One-Drug Dose Titration.

David Riaño, Aida Kamisalic

Proceedings of the Artificial Intelligence in Medicine, 2021

2019

Persistence of data-driven knowledge to predict breast cancer survival.

Ricardo Kleinlein, David Riaño

Int. J. Medical Informatics, 2019

Multi-level medical knowledge formalization to support medical practice for chronic diseases.

Aida Kamisalic, David Riaño, Suzana Kert, Tatjana Welzer, Lili Nemec Zlatolas

Data Knowl. Eng., 2019

Ten years of knowledge representation for health care (2009-2018): Topics, trends, and challenges.

David Riaño, Mor Peleg, Annette ten Teije

Artif. Intell. Medicine, 2019

Modelling ICU Patients to Improve Care Requirements and Outcome Prediction of Acute Respiratory Distress Syndrome: A Supervised Learning Approach.

Mohammed Sayed, David Riaño

Proceedings of the Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems, 2019

Pursuing Optimal Prediction of Discharge Time in ICUs with Machine Learning Methods.

David Cuadrado, David Riaño, Josep Gómez, María Bodí, Gonzalo Sirgo, Federico Esteban, Rafael García, Alejandro Rodríguez

Proceedings of the Artificial Intelligence in Medicine, 2019

2018

Improving resident's skills in the management of circulatory shock with a knowledge-based e-learning tool.

David Riaño, Francis Real, José Ramón Alonso

Int. J. Medical Informatics, 2018

Formalization and acquisition of temporal knowledge for decision support in medical processes.

Aida Kamisalic, David Riaño, Tatjana Welzer

Comput. Methods Programs Biomed., 2018

Knowledge Formalization to Support Decision-Making in Heart Failure Treatment.

Aida Kamisalic, David Riaño, Tatjana Welzer

Proceedings of the Decision Support Systems and Education, 2018

2017

Computer technologies to integrate medical treatments to manage multimorbidity.

David Riaño, Wilfrido Ortega

J. Biomed. Informatics, 2017

2016

Simulation-Based Episodes of Care Data Synthetization for Chronic Disease Patients.

David Riaño, Alberto Fernández-Pérez

Proceedings of the Knowledge Representation for Health Care, 2016

2015

An Algorithm for Guideline Transformation: From BPMN to SDA.

Begoña Martínez-Salvador, Mar Marcos, David Riaño

Proceedings of the 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015)/ The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015)/ Affiliated Workshops, 2015

A Patient Simulation Model Based on Decision Tables for Emergency Shocks.

Francis Real, David Riaño, José Ramón Alonso

Proceedings of the Knowledge Representation for Health Care, 2015

2014

Exploiting the Relation Between Environmental Factors and Diseases: A Case Study on Chronic Obstructive Pulmonary Disease.

David Riaño, Agusti Solanas

Proceedings of the Knowledge Representation for Health Care - 6th International Workshop, 2014

Training Residents in the Application of Clinical Guidelines for Differential Diagnosis of the Most Frequent Causes of Arterial Hypertension with Decision Tables.

Francis Real, David Riaño, José Ramón Alonso

Proceedings of the Knowledge Representation for Health Care - 6th International Workshop, 2014

2013

MPM: A knowledge-based functional model of medical practice.

David Riaño, John A. Bohada, Antoni Collado, Joan Albert López-Vallverdú

J. Biomed. Informatics, 2013

Combining open-source natural language processing tools to parse clinical practice guidelines.

Maria Taboada, Maria Meizoso, Diego Martínez Hernández, David Riaño, Albert Alonso

Expert Syst. J. Knowl. Eng., 2013

Model-Based Combination of Treatments for the Management of Chronic Comorbid Patients.

David Riaño, Antoni Collado

Proceedings of the Artificial Intelligence in Medicine, 2013

2012

An ontology-based personalization of health-care knowledge to support clinical decisions for chronically ill patients.

David Riaño, Francis Real, Joan Albert López-Vallverdú, Fabio Campana, Sara Ercolani, Patrizia Mecocci, Roberta Annicchiarico, Carlo Caltagirone

J. Biomed. Informatics, 2012

Improving medical decision trees by combining relevant health-care criteria.

Joan Albert López-Vallverdú, David Riaño, John A. Bohada

Expert Syst. Appl., 2012

Automatic generation of clinical algorithms within the state-decision-action model.

John A. Bohada, David Riaño, Joan Albert López-Vallverdú

Expert Syst. Appl., 2012

Rule-Based Combination of Comorbid Treatments for Chronic Diseases Applied to Hypertension, Diabetes Mellitus and Heart Failure.

Joan Albert López-Vallverdú, David Riaño, Antoni Collado

Proceedings of the Process Support and Knowledge Representation in Health Care, 2012

2011

A Systematic Analysis of Medical Decisions: How to Store Knowledge and Experience in Decision Tables.

David Riaño

Proceedings of the Knowledge Representation for Health-Care, 2011

Detecting Dominant Alternative Interventions to Reduce Treatment Costs.

Joan Albert López-Vallverdú, David Riaño, Antoni Collado

Proceedings of the Knowledge Representation for Health-Care, 2011

2010

Inducing Decision Trees from Medical Decision Processes.

Pere Torres, David Riaño, Joan Albert López-Vallverdú

Proceedings of the Knowledge Representation for Health-Care, 2010

Ontology-Based Retrospective and Prospective Diagnosis and Medical Knowledge Personalization.

Cristina Romero-Tris, David Riaño, Francis Real

Proceedings of the Knowledge Representation for Health-Care, 2010

2009

First Approach to Micro-temporality Generation for Clinical Algorithms.

Aida Kamisalic, David Riaño, Tatjana Welzer

Proceedings of the Information Modelling and Knowledge Bases XXI, 2009

From Natural Language Descriptions in Clinical Guidelines to Relationships in an Ontology.

Maria Taboada, Maria Meizoso, David Riaño, Albert Alonso, Diego Martínez Hernández

Proceedings of the Knowledge Representation for Health-Care: Data, 2009

An Ontology for the Care of the Elder at Home.

David Riaño, Francis Real, Fabio Campana, Sara Ercolani, Roberta Annicchiarico

Proceedings of the Artificial Intelligence in Medicine, 2009

A Knowledge-Management Architecture to Integrate and to Share Medical and Clinical Data, Information, and Knowledge.

David Riaño

Proceedings of the Knowledge Representation for Health-Care: Data, 2009

2008

Knowledge Engineering as a support for building an Actor Profile Ontology for Integrating Home-Care Systems.

Karina Gibert, Aïda Valls, David Riaño

Proceedings of the eHealth Beyond the Horizon, 2008

An Autonomous Algorithm for Generating and Merging Clinical Algorithms.

Francis Real, David Riaño

Proceedings of the Knowledge Management for Health Care Procedures, ECAI 2008 Workshop, 2008

2007

The SDA Model: A Set Theory Approach.

David Riaño

Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

Automatic Generation of Formal Intervention Plans Based on the SDA Representation Model.

Francis Real, David Riaño, John A. Bohada

Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

Increasing Acceptability of Decision Trees with Domain Attributes Partial Orders.

Joan Albert López-Vallverdú, David Riaño, Antoni Collado

Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

Temporal Constraints Approximation from Data about Medical Procedures.

Aida Kamisalic, David Riaño, Francis Real, Tatjana Welzer

Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

Mining Hospital Data to Learn SDA* Clinical Algorithms.

David Riaño, Joan Albert López-Vallverdú, Samson W. Tu

Proceedings of the Knowledge Management for Health Care Procedures, 2007

Automatic Combination of Formal Intervention Plans Using SDA* Representation Model.

Francis Real, David Riaño

Proceedings of the Knowledge Management for Health Care Procedures, 2007

Generating Macro-Temporality in Timed Transition Diagrams.

Aida Kamisalic, David Riaño, Tatjana Welzer

Proceedings of the Knowledge Management for Health Care Procedures, 2007

Induction of Partial Orders to Predict Patient Evolutions in Medicine.

John A. Bohada, David Riaño, Francis Real

Proceedings of the Artificial Intelligence in Medicine, 2007

2005

Knowledge production and integration for diagnosis, treatment and prognosis in medicine.

John A. Bohada, David Riaño

Proceedings of the Artificial Intelligence Research and Development, 2005

2004

The scope of application of multi-agent systems in the process industry: three case studies.

Arantza Aldea, René Bañares-Alcántara, Laureano Jiménez, Antonio Moreno, Juan Martínez-Miranda, David Riaño

Expert Syst. Appl., 2004

Knowledge Exploitation from the Web.

David Riaño, Antonio Moreno, David Isern, Jaime Bocio, David Sánchez, Laureano Jiménez

Proceedings of the Practical Aspects of Knowledge Management, 5th International Conference, 2004

Internationalization Content in Intelligent Systems - How to Teach it?

Tatjana Welzer, David Riaño, Bostjan Brumen, Marjan Druzovec

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Finding Relations in Medical Diagnoses and Procedures.

David Riaño, Ioannis Aslanidis

Proceedings of the Biological and Medical Data Analysis, 5th International Symposium, 2004

Ordered Time-Independent CIG Learning.

David Riaño

Proceedings of the Biological and Medical Data Analysis, 5th International Symposium, 2004

Time-Independent Rule-Based Guideline Induction.

David Riaño

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003

An Ontology-Based Knowledge Management Platform.

Arantza Aldea, René Bañares-Alcántara, Jaime Bocio, Javier Gramajo, David Isern, Antonis C. Kokossis, Laureano Jiménez, Antonio Moreno, David Riaño

Proceedings of IJCAI-03 Workshop on Information Integration on the Web (IIWeb-03), 2003

Medical Data Extraction and Organization from the Internet.

David Riaño, Javier Gramajo

Proceedings of the 16th IEEE Symposium on Computer-Based Medical Systems (CBMS 2003), 2003

Guideline Composition from Minimum Basic Data Set.

David Riaño

Proceedings of the 16th IEEE Symposium on Computer-Based Medical Systems (CBMS 2003), 2003

2002

A Multi-Agent System Model to Support Palliative Care Units.

David Riaño, Susana Prado, Antonio Pascual, Silvestre Martín

Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002

The Study of Medical Costs with Intelligent Information Systems.

David Riaño, Susana Prado

Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002

2001

Knowledge Management in Environmental Decision Support Systems.

Ulises Cortés, Miquel Sànchez-Marrè, Ramon Sangüesa, Joaquim Comas, Ignasi R.-Roda, Manel Poch, David Riaño

AI Commun., 2001

The Analysis of Hospital Episodes.

David Riaño, Susana Prado

Proceedings of the Medical Data Analysis, Second International Symposium, 2001

Autonomous Agents Architecture to Supervise and Control a Wastewater Treatment Plant.

David Riaño, Miquel Sànchez-Marrè, Ignasi R.-Roda

Proceedings of the Engineering of Intelligent Systems, 2001

Improving HISYS1 with a Decision Support System.

David Riaño, Susana Prado

Proceedings of the Artificial Intelligence Medicine, 2001

A Multi-agent System for Organ Transplant Co-ordination.

Arantza Aldea, Beatriz López, Antonio Moreno, David Riaño, Aïda Valls

Proceedings of the Artificial Intelligence Medicine, 2001

2000

A Data Mining Alternative to Model Hospital Operations: Filtering, Adaption and Behaviour Prediction.

David Riaño, Susana Prado

Proceedings of the Medical Data Analysis, First International Symposium, 2000

1999

Binding Environmental Sciences and Artificial Intelligence on ECAI'98.

Ulises Cortés, Miquel Sànchez-Marrè, Ignasi R.-Roda, David Riaño

AI Commun., 1999

On the Process of Making Descriptive Rules.

David Riaño

Proceedings of the Collaboration between Human and Artificial Societies, 1999

1998

Automatic Construction of Descriptive Rules.

David Riaño

AI Commun., 1998