David Riaño

Orcid: 0000-0002-1608-0215

Affiliations:
  • Universitat Rovira i Virgili, Tarragona, Spain


According to our database1, David Riaño authored at least 67 papers between 1998 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
A community-of-practice-based evaluation methodology for knowledge intensive computational methods and its application to multimorbidity decision support.
J. Biomed. Informatics, June, 2023

2022
Modelling and assessing one- and two-drug dose titrations.
Artif. Intell. Medicine, 2022

An Ontology to Support Automatic Drug Dose Titration.
Proceedings of the Artificial Intelligence in Medicine, 2022

2021
Methods and measures to quantify ICU patient heterogeneity.
J. Biomed. Informatics, 2021

Preface: AIME 2019.
Artif. Intell. Medicine, 2021

ICU Days-to-Discharge Analysis with Machine Learning Technology.
Proceedings of the Artificial Intelligence in Medicine, 2021

Modelling and Assessment of One-Drug Dose Titration.
Proceedings of the Artificial Intelligence in Medicine, 2021

2019
Persistence of data-driven knowledge to predict breast cancer survival.
Int. J. Medical Informatics, 2019

Multi-level medical knowledge formalization to support medical practice for chronic diseases.
Data Knowl. Eng., 2019

Ten years of knowledge representation for health care (2009-2018): Topics, trends, and challenges.
Artif. Intell. Medicine, 2019

Modelling ICU Patients to Improve Care Requirements and Outcome Prediction of Acute Respiratory Distress Syndrome: A Supervised Learning Approach.
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.
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.
Int. J. Medical Informatics, 2018

Formalization and acquisition of temporal knowledge for decision support in medical processes.
Comput. Methods Programs Biomed., 2018

Knowledge Formalization to Support Decision-Making in Heart Failure Treatment.
Proceedings of the Decision Support Systems and Education, 2018

2017
Computer technologies to integrate medical treatments to manage multimorbidity.
J. Biomed. Informatics, 2017

2016
Simulation-Based Episodes of Care Data Synthetization for Chronic Disease Patients.
Proceedings of the Knowledge Representation for Health Care, 2016

2015
An Algorithm for Guideline Transformation: From BPMN to SDA.
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.
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.
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.
Proceedings of the Knowledge Representation for Health Care - 6th International Workshop, 2014

2013
MPM: A knowledge-based functional model of medical practice.
J. Biomed. Informatics, 2013

Combining open-source natural language processing tools to parse clinical practice guidelines.
Expert Syst. J. Knowl. Eng., 2013

Model-Based Combination of Treatments for the Management of Chronic Comorbid Patients.
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.
J. Biomed. Informatics, 2012

Improving medical decision trees by combining relevant health-care criteria.
Expert Syst. Appl., 2012

Automatic generation of clinical algorithms within the state-decision-action model.
Expert Syst. Appl., 2012

Rule-Based Combination of Comorbid Treatments for Chronic Diseases Applied to Hypertension, Diabetes Mellitus and Heart Failure.
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.
Proceedings of the Knowledge Representation for Health-Care, 2011

Detecting Dominant Alternative Interventions to Reduce Treatment Costs.
Proceedings of the Knowledge Representation for Health-Care, 2011

2010
Inducing Decision Trees from Medical Decision Processes.
Proceedings of the Knowledge Representation for Health-Care, 2010

Ontology-Based Retrospective and Prospective Diagnosis and Medical Knowledge Personalization.
Proceedings of the Knowledge Representation for Health-Care, 2010

2009
First Approach to Micro-temporality Generation for Clinical Algorithms.
Proceedings of the Information Modelling and Knowledge Bases XXI, 2009

From Natural Language Descriptions in Clinical Guidelines to Relationships in an Ontology.
Proceedings of the Knowledge Representation for Health-Care: Data, 2009

An Ontology for the Care of the Elder at Home.
Proceedings of the Artificial Intelligence in Medicine, 2009

A Knowledge-Management Architecture to Integrate and to Share Medical and Clinical Data, Information, and Knowledge.
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.
Proceedings of the eHealth Beyond the Horizon, 2008

An Autonomous Algorithm for Generating and Merging Clinical Algorithms.
Proceedings of the Knowledge Management for Health Care Procedures, ECAI 2008 Workshop, 2008

2007
The SDA Model: A Set Theory Approach.
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.
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.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

Temporal Constraints Approximation from Data about Medical Procedures.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

Mining Hospital Data to Learn SDA* Clinical Algorithms.
Proceedings of the Knowledge Management for Health Care Procedures, 2007

Automatic Combination of Formal Intervention Plans Using SDA* Representation Model.
Proceedings of the Knowledge Management for Health Care Procedures, 2007

Generating Macro-Temporality in Timed Transition Diagrams.
Proceedings of the Knowledge Management for Health Care Procedures, 2007

Induction of Partial Orders to Predict Patient Evolutions in Medicine.
Proceedings of the Artificial Intelligence in Medicine, 2007

2005
Knowledge production and integration for diagnosis, treatment and prognosis in medicine.
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.
Expert Syst. Appl., 2004

Knowledge Exploitation from the Web.
Proceedings of the Practical Aspects of Knowledge Management, 5th International Conference, 2004

Internationalization Content in Intelligent Systems - How to Teach it?
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Finding Relations in Medical Diagnoses and Procedures.
Proceedings of the Biological and Medical Data Analysis, 5th International Symposium, 2004

Ordered Time-Independent CIG Learning.
Proceedings of the Biological and Medical Data Analysis, 5th International Symposium, 2004

Time-Independent Rule-Based Guideline Induction.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003
An Ontology-Based Knowledge Management Platform.
Proceedings of IJCAI-03 Workshop on Information Integration on the Web (IIWeb-03), 2003

Medical Data Extraction and Organization from the Internet.
Proceedings of the 16th IEEE Symposium on Computer-Based Medical Systems (CBMS 2003), 2003

Guideline Composition from Minimum Basic Data Set.
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.
Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002

The Study of Medical Costs with Intelligent Information Systems.
Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002

2001
Knowledge Management in Environmental Decision Support Systems.
AI Commun., 2001

The Analysis of Hospital Episodes.
Proceedings of the Medical Data Analysis, Second International Symposium, 2001

Autonomous Agents Architecture to Supervise and Control a Wastewater Treatment Plant.
Proceedings of the Engineering of Intelligent Systems, 2001

Improving HISYS1 with a Decision Support System.
Proceedings of the Artificial Intelligence Medicine, 2001

A Multi-agent System for Organ Transplant Co-ordination.
Proceedings of the Artificial Intelligence Medicine, 2001

2000
A Data Mining Alternative to Model Hospital Operations: Filtering, Adaption and Behaviour Prediction.
Proceedings of the Medical Data Analysis, First International Symposium, 2000

1999
Binding Environmental Sciences and Artificial Intelligence on ECAI'98.
AI Commun., 1999

On the Process of Making Descriptive Rules.
Proceedings of the Collaboration between Human and Artificial Societies, 1999

1998
Automatic Construction of Descriptive Rules.
AI Commun., 1998


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