David Riaño

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 16

Top Topics

Temporal Knowledge

Machine Learning

Chronic Disease

Top Venues

J. Biomed. Informatics

Artif. Intell. Medicine

Int. J. Medical Informatics

Publications

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
A community-of-practice-based evaluation methodology for knowledge intensive computational methods and its application to multimorbidity decision support. J. Biomed. Informatics 142 (2023)
David Riaño, Spela Pecnik, Josep Ramon Alonso, Aida Kamisalic
Modelling and assessing one- and two-drug dose titrations. Artif. Intell. Medicine 131 (2022)
David Riaño, José Ramón Alonso, Spela Pecnik, Aida Kamisalic
An Ontology to Support Automatic Drug Dose Titration. AIME (2022)
David Cuadrado, David Riaño
ICU Days-to-Discharge Analysis with Machine Learning Technology. AIME (2021)
David Riaño, Szymon Wilk, Annette ten Teije
Preface: AIME 2019. Artif. Intell. Medicine 115 (2021)
David Riaño, Aida Kamisalic
Modelling and Assessment of One-Drug Dose Titration. AIME (2021)
David Cuadrado, David Riaño, Josep Gómez, Alejandro Rodríguez, María Bodí
Methods and measures to quantify ICU patient heterogeneity. J. Biomed. Informatics 117 (2021)
David Cuadrado, David Riaño, Josep Gómez, María Bodí, Gonzalo Sirgo, Federico Esteban, Rafael García, Alejandro Rodríguez
Pursuing Optimal Prediction of Discharge Time in ICUs with Machine Learning Methods. AIME (2019)
Aida Kamisalic, David Riaño, Suzana Kert, Tatjana Welzer, Lili Nemec Zlatolas
Multi-level medical knowledge formalization to support medical practice for chronic diseases. Data Knowl. Eng. 119 (2019)
David Riaño, Mor Peleg, Annette ten Teije
Ten years of knowledge representation for health care (2009-2018): Topics, trends, and challenges. Artif. Intell. Medicine 100 (2019)
Ricardo Kleinlein, David Riaño
Persistence of data-driven knowledge to predict breast cancer survival. Int. J. Medical Informatics 129 (2019)
David Riaño, Francis Real, José Ramón Alonso
Improving resident's skills in the management of circulatory shock with a knowledge-based e-learning tool. Int. J. Medical Informatics 113 (2018)
Aida Kamisalic, David Riaño, Tatjana Welzer
Knowledge Formalization to Support Decision-Making in Heart Failure Treatment. EFMI-STC (2018)
Aida Kamisalic, David Riaño, Tatjana Welzer
Formalization and acquisition of temporal knowledge for decision support in medical processes. Comput. Methods Programs Biomed. 158 (2018)
David Riaño, Wilfrido Ortega
Computer technologies to integrate medical treatments to manage multimorbidity. J. Biomed. Informatics 75 (2017)
David Riaño, Alberto Fernández-Pérez
Simulation-Based Episodes of Care Data Synthetization for Chronic Disease Patients. KR4HC/ProHealth@HEC (2016)
Francis Real, David Riaño, José Ramón Alonso
A Patient Simulation Model Based on Decision Tables for Emergency Shocks. KR4HC/ProHealth (2015)
Begoña Martínez-Salvador, Mar Marcos, David Riaño
An Algorithm for Guideline Transformation: From BPMN to SDA. EUSPN/ICTH (2015)
Francis Real, David Riaño, José Ramón Alonso
Training Residents in the Application of Clinical Guidelines for Differential Diagnosis of the Most Frequent Causes of Arterial Hypertension with Decision Tables. KR4HC@VSL (2014)
David Riaño, Agusti Solanas
Exploiting the Relation Between Environmental Factors and Diseases: A Case Study on Chronic Obstructive Pulmonary Disease. KR4HC@VSL (2014)
David Riaño, Antoni Collado
Model-Based Combination of Treatments for the Management of Chronic Comorbid Patients. AIME (2013)
Maria Taboada, Maria Meizoso, Diego Martínez Hernández, David Riaño, Albert Alonso
Combining open-source natural language processing tools to parse clinical practice guidelines. Expert Syst. J. Knowl. Eng. 30 (1) (2013)
David Riaño, John A. Bohada, Antoni Collado, Joan Albert López-Vallverdú
MPM: A knowledge-based functional model of medical practice. J. Biomed. Informatics 46 (3) (2013)
David Riaño, Francis Real, Joan Albert López-Vallverdú, Fabio Campana, Sara Ercolani, Patrizia Mecocci, Roberta Annicchiarico, Carlo Caltagirone
An ontology-based personalization of health-care knowledge to support clinical decisions for chronically ill patients. J. Biomed. Informatics 45 (3) (2012)
Joan Albert López-Vallverdú, David Riaño, Antoni Collado
Rule-Based Combination of Comorbid Treatments for Chronic Diseases Applied to Hypertension, Diabetes Mellitus and Heart Failure. ProHealth/KR4HC (2012)
John A. Bohada, David Riaño, Joan Albert López-Vallverdú
Automatic generation of clinical algorithms within the state-decision-action model. Expert Syst. Appl. 39 (12) (2012)
Joan Albert López-Vallverdú, David Riaño, John A. Bohada
Improving medical decision trees by combining relevant health-care criteria. Expert Syst. Appl. 39 (14) (2012)
Joan Albert López-Vallverdú, David Riaño, Antoni Collado
Detecting Dominant Alternative Interventions to Reduce Treatment Costs. KR4HC (2011)
David Riaño
A Systematic Analysis of Medical Decisions: How to Store Knowledge and Experience in Decision Tables. KR4HC (2011)
Cristina Romero-Tris, David Riaño, Francis Real
Ontology-Based Retrospective and Prospective Diagnosis and Medical Knowledge Personalization. KR4HC (2010)
Pere Torres, David Riaño, Joan Albert López-Vallverdú
Inducing Decision Trees from Medical Decision Processes. KR4HC (2010)
David Riaño
A Knowledge-Management Architecture to Integrate and to Share Medical and Clinical Data, Information, and Knowledge. KR4HC (2009)
David Riaño, Francis Real, Fabio Campana, Sara Ercolani, Roberta Annicchiarico
An Ontology for the Care of the Elder at Home. AIME (2009)
Aida Kamisalic, David Riaño, Tatjana Welzer
First Approach to Micro-temporality Generation for Clinical Algorithms. EJC (2009)
Maria Taboada, Maria Meizoso, David Riaño, Albert Alonso, Diego Martínez Hernández
From Natural Language Descriptions in Clinical Guidelines to Relationships in an Ontology. KR4HC (2009)
Francis Real, David Riaño
An Autonomous Algorithm for Generating and Merging Clinical Algorithms. K4HelP (2008)
Karina Gibert, Aïda Valls, David Riaño
Knowledge Engineering as a support for building an Actor Profile Ontology for Integrating Home-Care Systems. MIE (2008)
David Riaño, Joan Albert López-Vallverdú, Samson W. Tu
Mining Hospital Data to Learn SDA* Clinical Algorithms. K4CARE (2007)
Francis Real, David Riaño, John A. Bohada
Automatic Generation of Formal Intervention Plans Based on the SDA Representation Model. CBMS (2007)
Aida Kamisalic, David Riaño, Tatjana Welzer
Generating Macro-Temporality in Timed Transition Diagrams. K4CARE (2007)
Aida Kamisalic, David Riaño, Francis Real, Tatjana Welzer
Temporal Constraints Approximation from Data about Medical Procedures. CBMS (2007)
Joan Albert López-Vallverdú, David Riaño, Antoni Collado
Increasing Acceptability of Decision Trees with Domain Attributes Partial Orders. CBMS (2007)
Francis Real, David Riaño
Automatic Combination of Formal Intervention Plans Using SDA* Representation Model. K4CARE (2007)
David Riaño
The SDA Model: A Set Theory Approach. CBMS (2007)
John A. Bohada, David Riaño, Francis Real
Induction of Partial Orders to Predict Patient Evolutions in Medicine. AIME (2007)
John A. Bohada, David Riaño
Knowledge production and integration for diagnosis, treatment and prognosis in medicine. CCIA (2005)
Arantza Aldea, René Bañares-Alcántara, Laureano Jiménez, Antonio Moreno, Juan Martínez-Miranda, David Riaño
The scope of application of multi-agent systems in the process industry: three case studies. Expert Syst. Appl. 26 (1) (2004)
David Riaño
Ordered Time-Independent CIG Learning. ISBMDA (2004)
David Riaño
Time-Independent Rule-Based Guideline Induction. ECAI (2004)
David Riaño, Antonio Moreno, David Isern, Jaime Bocio, David Sánchez, Laureano Jiménez
Knowledge Exploitation from the Web. PAKM (2004)
Tatjana Welzer, David Riaño, Bostjan Brumen, Marjan Druzovec
Internationalization Content in Intelligent Systems - How to Teach it? KES (2004)
David Riaño, Ioannis Aslanidis
Finding Relations in Medical Diagnoses and Procedures. ISBMDA (2004)
Arantza Aldea, René Bañares-Alcántara, Jaime Bocio, Javier Gramajo, David Isern, Antonis C. Kokossis, Laureano Jiménez, Antonio Moreno, David Riaño
An Ontology-Based Knowledge Management Platform. IIWeb (2003)
David Riaño
Guideline Composition from Minimum Basic Data Set. CBMS (2003)
David Riaño, Javier Gramajo
Medical Data Extraction and Organization from the Internet. CBMS (2003)
David Riaño, Susana Prado
The Study of Medical Costs with Intelligent Information Systems. CBMS (2002)
David Riaño, Susana Prado, Antonio Pascual, Silvestre Martín
A Multi-Agent System Model to Support Palliative Care Units. CBMS (2002)
David Riaño, Susana Prado
Improving HISYS1 with a Decision Support System. AIME (2001)
Arantza Aldea, Beatriz López, Antonio Moreno, David Riaño, Aïda Valls
A Multi-agent System for Organ Transplant Co-ordination. AIME (2001)
Ulises Cortés, Miquel Sànchez-Marrè, Ramon Sangüesa, Joaquim Comas, Ignasi R.-Roda, Manel Poch, David Riaño
Knowledge Management in Environmental Decision Support Systems. AI Commun. 14 (1) (2001)
David Riaño, Susana Prado
The Analysis of Hospital Episodes. ISMDA (2001)
David Riaño, Miquel Sànchez-Marrè, Ignasi R.-Roda
Autonomous Agents Architecture to Supervise and Control a Wastewater Treatment Plant. IEA/AIE (2001)
David Riaño, Susana Prado
A Data Mining Alternative to Model Hospital Operations: Filtering, Adaption and Behaviour Prediction. ISMDA (2000)
Ulises Cortés, Miquel Sànchez-Marrè, Ignasi R.-Roda, David Riaño
Binding Environmental Sciences and Artificial Intelligence on ECAI'98. AI Commun. 12 (4) (1999)
David Riaño
On the Process of Making Descriptive Rules. Collaboration between Human and Artificial Societies (1999)
David Riaño
Automatic Construction of Descriptive Rules. AI Commun. 11 (1) (1998)