Riccardo Bellazzi
Orcid: 0000-0002-6974-9808Affiliations:
- University of Pavia, Italy
According to our database1,
Riccardo Bellazzi
authored at least 252 papers
between 1989 and 2024.
Collaborative distances:
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Online presence:
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on orcid.org
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on id.loc.gov
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on d-nb.info
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Bibliography
2024
Reshaping Free-Text Radiology Notes Into Structured Reports With Generative Transformers.
CoRR, 2024
Evaluation of Predictive Reliability to Foster Trust in Artificial Intelligence. A case study in Multiple Sclerosis.
CoRR, 2024
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024
2023
Advancing Italian biomedical information extraction with transformers-based models: Methodological insights and multicenter practical application.
J. Biomed. Informatics, December, 2023
J. Biomed. Informatics, August, 2023
Artificial intelligence and statistical methods for stratification and prediction of progression in amyotrophic lateral sclerosis: A systematic review.
Artif. Intell. Medicine, August, 2023
DeepMiCa: Automatic segmentation and classification of breast MIcroCAlcifications from mammograms.
Comput. Methods Programs Biomed., June, 2023
A comparative study of the definitions of intradialytic hypotension correlated with increased mortality to identify universal predictors.
Int. J. Medical Informatics, May, 2023
Bioengineering and medical informatics education in MD programs: perspectives from three Italian experiences.
Int. J. Medical Informatics, April, 2023
Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions.
Artif. Intell. Medicine, January, 2023
Advancing Italian Biomedical Information Extraction with Large Language Models: Methodological Insights and Multicenter Practical Application.
CoRR, 2023
CAD-RADS scoring of coronary CT angiography with Multi-Axis Vision Transformer: a clinically-inspired deep learning pipeline.
CoRR, 2023
Predicting and Explaining Risk of Disease Worsening Using Temporal Features in Multiple Sclerosis.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
Machine Learning Applied to Electronic Health Record Data: Opportunities and Challenges.
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023
A Rule-Free Approach for Cardiological Registry Filling from Italian Clinical Notes with Question Answering Transformers.
Proceedings of the Artificial Intelligence in Medicine, 2023
Proceedings of the Artificial Intelligence in Medicine, 2023
2022
International electronic health record-derived post-acute sequelae profiles of COVID-19 patients.
npj Digit. Medicine, 2022
SurvMaximin: Robust federated approach to transporting survival risk prediction models.
J. Biomed. Informatics, 2022
J. Biomed. Informatics, 2022
CoRR, 2022
Artif. Intell. Medicine, 2022
Dynamic Prediction of Non-Neutral SARS-Cov-2 Variants Using Incremental Machine Learning.
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022
A Deductive Data-Driven Pipeline Powered by MLHO for Post-Acute Sequelae of COVID-19 (PASC) Phenotyping.
Proceedings of the AMIA 2022, 2022
Proceedings of the Artificial Intelligence in Medicine, 2022
2021
Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data.
J. Am. Medical Informatics Assoc., 2021
CoRR, 2021
Health informatics and EHR to support clinical research in the COVID-19 pandemic: an overview.
Briefings Bioinform., 2021
Temporal Phenotypic Pathways of Post-Acute Sequelae of SARS-CoV-2 by an International Consortium for Clinical Characterization of COVID-19 (4CE).
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
A Topological Data Analysis Mapper of the Ovarian Folliculogenesis Based on MALDI Mass Spectrometry Imaging Proteomics.
Proceedings of the Artificial Intelligence in Medicine, 2021
Proceedings of the Workshop on Towards Smarter Health Care: Can Artificial Intelligence Help? co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA2021), 2021
2020
Patient-Generated Health Data Integration and Advanced Analytics for Diabetes Management: The AID-GM Platform.
Sensors, 2020
Sensors, 2020
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium.
npj Digit. Medicine, 2020
A continuous-time Markov model approach for modeling myelodysplastic syndromes progression from cross-sectional data.
J. Biomed. Informatics, 2020
A survey on single and multi omics data mining methods in cancer data classification.
J. Biomed. Informatics, 2020
J. Am. Medical Informatics Assoc., 2020
Integrating machine learning techniques and physiology based heart rate features for antepartum fetal monitoring.
Comput. Methods Programs Biomed., 2020
A Bayesian data fusion based approach for learning genome-wide transcriptional regulatory networks.
BMC Bioinform., 2020
Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records.
Artif. Intell. Medicine, 2020
Artif. Intell. Medicine, 2020
The PULSE Project: A Case of Use of Big Data Uses Toward a Cohomprensive Health Vision of City Well Being.
Proceedings of the Impact of Digital Technologies on Public Health in Developed and Developing Countries, 2020
A Reliable Machine Learning Approach applied to Single-Cell Classification in Acute Myeloid Leukemia.
Proceedings of the AMIA 2020, 2020
Explainable Artificial Intelligence (XAI): Current Approaches and Paths to the Future.
Proceedings of the AMIA 2020, 2020
Deep Learning Applied to Blood Glucose Prediction from Flash Glucose Monitoring and Fitbit Data.
Proceedings of the Artificial Intelligence in Medicine, 2020
2019
What do healthcare professionals need to turn risk models for type 2 diabetes into usable computerized clinical decision support systems? Lessons learned from the MOSAIC project.
BMC Medical Informatics Decis. Mak., 2019
J. Biomed. Informatics, 2019
CBS-miRSeq: A comprehensive tool for accurate and extensive analyses of microRNA-sequencing data.
Comput. Biol. Medicine, 2019
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Transfer Learning for Urban Landscape Clustering and Correlation with Health Indexes.
Proceedings of the How AI Impacts Urban Living and Public Health, 2019
Clustering Cardiovascular Risk Trajectories of Patients with Type 2 Diabetes Using Process Mining.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the ICT for Health Science Research - Proceedings of the EFMI 2019 Special Topic Conference, 2019
Latent Class Multi-Label Classification to Identify Subclasses of Disease for Improved Prediction.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019
Agent-Based Models and Spatial Enablement: A Simulation Tool to Improve Health and Wellbeing in Big Cities.
Proceedings of the Artificial Intelligence in Medicine, 2019
A Semi-supervised Learning Approach for Pan-Cancer Somatic Genomic Variant Classification.
Proceedings of the Artificial Intelligence in Medicine, 2019
A Rule-Based Expert System for Automatic Implementation of Somatic Variant Clinical Interpretation Guidelines.
Proceedings of the Artificial Intelligence in Medicine, 2019
2018
Nearest Consensus Clustering Classification to Identify Subclasses and Predict Disease.
J. Heal. Informatics Res., 2018
J. Biomed. Informatics, 2018
Incorporating repeating temporal association rules in Naïve Bayes classifiers for coronary heart disease diagnosis.
J. Biomed. Informatics, 2018
J. Am. Medical Informatics Assoc., 2018
Int. J. Medical Informatics, 2018
Trusting telemedicine: A discussion on risks, safety, legal implications and liability of involved stakeholders.
Int. J. Medical Informatics, 2018
Big Data as a Driver for Clinical Decision Support Systems: A Learning Health Systems Perspective.
Frontiers Digit. Humanit., 2018
Automatic Processing of Anatomic Pathology Reports in the Italian Language to Enhance the Reuse of Clinical Data.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018
Predicting Disease Complications Using a Stepwise Hidden Variable Approach for Learning Dynamic Bayesian Networks.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018
Integrating Environmental Data, Citizen Science and Personalized Predictive Modeling to Support Public Health in Cities: The PULSE WebGIS.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
PeerJ Prepr., 2017
J. Biomed. Informatics, 2017
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017
Predicting Comorbidities Using Resampling and Dynamic Bayesian Networks with Latent Variables.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports.
Proceedings of the Artificial Intelligence in Medicine, 2017
Proceedings of the Artificial Intelligence in Medicine, 2017
2016
A computational method for designing diverse linear epitopes including citrullinated peptides with desired binding affinities to intravenous immunoglobulin.
BMC Bioinform., 2016
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016
Combining Naive Bayes Classifiers with Temporal Association Rules for Coronary Heart Disease Diagnosis.
Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016
Comparison of data mining techniques applied to fetal heart rate parameters for the early identification of IUGR fetuses.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016
Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016
Learning T2D Evolving Complexity from EMR and Administrative Data by Means of Continuous Time Bayesian Networks.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016
Information Extraction from Italian medical reports: first steps towards clinical timelines development.
Proceedings of the AMIA 2016, 2016
Hierarchical Bayesian Logistic Regression to forecast metabolic control in type 2 DM patients.
Proceedings of the AMIA 2016, 2016
2015
Medical Biol. Eng. Comput., 2015
J. Biomed. Informatics, 2015
A Dynamic Bayesian Network model for long-term simulation of clinical complications in type 1 diabetes.
J. Biomed. Informatics, 2015
Optimal marker placement in hadrontherapy: Intelligent optimization strategies with augmented Lagrangian pattern search.
J. Biomed. Informatics, 2015
Comput. Methods Programs Biomed., 2015
BMC Bioinform., 2015
BMC Bioinform., 2015
Thirty years of artificial intelligence in medicine (AIME) conferences: A review of research themes.
Artif. Intell. Medicine, 2015
Improving Clinical Decisions on T2DM Patients Integrating Clinical, Administrative and Environmental Data.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
On The Correlation Between Geo-Referenced Clinical Data And Remotely Sensed Air Pollution Maps.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Inferring air quality maps from remotely sensed data to exploit georeferenced clinical onsets: The Pavia 2013 case.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
From data to the decision: A software architecture to integrate predictive modelling in clinical settings.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
A collaborative environment for shared classification of neuroimages: The experience of the Colibri project.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Exposome, Health and Biomedical Informatics - An Emerging Discipline and Its Interaction with Current Biomedical Informatics.
Proceedings of the HEALTHINF 2015, 2015
Collaborative Filtering for Estimating Health Related Utilities in Decision Support Systems.
Proceedings of the Artificial Intelligence in Medicine, 2015
A Genomic Data Fusion Framework to Exploit Rare and Common Variants for Association Discovery.
Proceedings of the Artificial Intelligence in Medicine, 2015
Proceedings of the Artificial Intelligence in Medicine, 2015
Comparison of Probabilistic versus Non-probabilistic Electronic Nose Classification Methods in an Animal Model.
Proceedings of the Artificial Intelligence in Medicine, 2015
2014
Exposome informatics: considerations for the design of future biomedical research information systems.
J. Am. Medical Informatics Assoc., 2014
Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014
Multivariate analysis based on linear and non-linear FHR parameters for the identification of IUGR fetuses.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
A proposal of architecture to share patients data out of healthcare settings for research purposes.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
Temporal abstractions to enrich Activity-Based Process Mining corpus with clinical time series.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
Temporal data mining and process mining techniques to identify cardiovascular risk-associated clinical pathways in Type 2 diabetes patients.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
The Colibri project: A multicenter shared database of magnetic resonance images about rare neurological diseases.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
Handling Clinical and Next Generation Sequencing data: new strategies in i2b2 and tranSMART.
Proceedings of the AMIA 2014, 2014
Use of Patient Generated Data from Social Media and Collaborative Filtering for Preferences Elicitation in Shared Decision Making.
Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014
2013
J. Biomed. Informatics, 2013
Int. J. Medical Informatics, 2013
A Unified Medical Language System (UMLS) Based System for Literature-Based Discovery in Medicine.
Proceedings of the MEDINFO 2013, 2013
The IMIA initiatives on Trustworthy Reuse of Health Data: A Report.
Proceedings of the MEDINFO 2013, 2013
INDIV-3D. A new model for INdividual Data Integration and Visualisation using spatial coordinates.
Proceedings of the Informatics, 2013
Proceedings of the Data and Knowledge for Medical Decision Support, 2013
Proceedings of the AMIA 2013, 2013
Proceedings of the Artificial Intelligence in Medicine, 2013
2012
J. Am. Medical Informatics Assoc., 2012
Implementation of an automated system for monitoring adherence to hemodialysis treatment: A report of seven years of experience.
Int. J. Medical Informatics, 2012
BMC Bioinform., 2012
Proceedings of the Quality of Life through Quality of Information, 2012
ONCO-i2b2: Improve Patients Selection through Case-Based Information Retrieval Techniques.
Proceedings of the Data Integration in the Life Sciences - 8th International Conference, 2012
Proceedings of the AMIA 2012, 2012
2011
Predictive data mining in clinical medicine: a focus on selected methods and applications.
WIREs Data Mining Knowl. Discov., 2011
Corrigendum to "In Memoriam: 'Professor Mario Stefanelli (1945-2010)'" [J Biomed Inform (2010) 859-60].
J. Biomed. Informatics, 2011
J. Biomed. Informatics, 2011
J. Biomed. Informatics, 2011
J. Am. Medical Informatics Assoc., 2011
Stage prediction of embryonic stem cell differentiation from genome-wide expression data.
Bioinform., 2011
The ONCO-I2b2 Project: Integrating Biobank Information and Clinical Data to Support Translational Research in Oncology.
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011
Information Technology Solutions to Support Translational Research on Inherited Cardiomyopathies.
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011
Proceedings of the Artificial Intelligence in Medicine, 2011
Proceedings of the Artificial Intelligence in Medicine, 2011
2010
J. Biomed. Informatics, 2010
Temporal Clustering for Blood Glucose Analysis in the ICU: Identification of Groups of Patients with Different Risk Profile.
Proceedings of the MEDINFO 2010, 2010
Text Mining approaches for Automated Literature Knowledge Extraction and Representation.
Proceedings of the MEDINFO 2010, 2010
Translational Bioinformatics: Challenges and Opportunities for Case-Based Reasoning and Decision Support.
Proceedings of the Case-Based Reasoning. Research and Development, 2010
2009
Phenotypic and genotypic data integration and exploration through a web-service architecture.
BMC Bioinform., 2009
BMC Bioinform., 2009
Artif. Intell. Medicine, 2009
Proceedings of the Medical Informatics in a United and Healthy Europe - Proceedings of MIE 2009, The XXIInd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August 30, 2009
A Methodology for the Extraction of Quantitative Risk Indexes from Medical Injuries Compensation Claims.
Proceedings of the Medical Informatics in a United and Healthy Europe - Proceedings of MIE 2009, The XXIInd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August 30, 2009
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009
Temporal Data Mining for the Assessment of the Costs Related to Diabetes Mellitus Pharmacological Treatment.
Proceedings of the AMIA 2009, 2009
Proceedings of the AMIA 2009, 2009
Proceedings of the Artificial Intelligence in Medicine, 2009
Proceedings of the Artificial Intelligence in Medicine, 2009
Mining Healthcare Data with Temporal Association Rules: Improvements and Assessment for a Practical Use.
Proceedings of the Artificial Intelligence in Medicine, 2009
Proceedings of the Artificial Intelligence in Medicine, 2009
2008
Building a Normative Decision Support System for Clinical and Operational Risk Management in Hemodialysis.
IEEE Trans. Inf. Technol. Biomed., 2008
Int. J. Medical Informatics, 2008
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008
2007
Assessing the Quality of Care for End Stage Renal Failure Patients by Means of Artificial Intelligence Methodologies.
Proceedings of the Advanced Computational Intelligence Paradigms in Healthcare - 1, 2007
Precedence Temporal Networks to represent temporal relationships in gene expression data.
J. Biomed. Informatics, 2007
Int. J. Medical Informatics, 2007
Data Min. Knowl. Discov., 2007
Bayesian approaches to reverse engineer cellular systems: a simulation study on nonlinear Gaussian networks.
BMC Bioinform., 2007
Temporal abstraction for feature extraction: A comparative case study in prediction from intensive care monitoring data.
Artif. Intell. Medicine, 2007
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007
2006
A stochastic model to assess the variability of blood glucose time series in diabetic patients self-monitoring.
IEEE Trans. Biomed. Eng., 2006
A proposed semantic framework for diabetes education content management, customisation and delivery within the M2DM project.
Comput. Methods Programs Biomed., 2006
A hierarchical Naïve Bayes Model for handling sample heterogeneity in classification problems: an application to tissue microarrays.
BMC Bioinform., 2006
Artif. Intell. Medicine, 2006
Proceedings of the Ubiquity: Technologies for Better Health in Aging Societies, 2006
Dynamic Bayesian Networks in Modelling Cellular Systems: a Critical Appraisal on Simulated Data.
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006
Proceedings of the AMIA 2006, 2006
2005
TA-clustering: Cluster analysis of gene expression profiles through Temporal Abstractions.
Int. J. Medical Informatics, 2005
Case Retrieval with Time Series Features.
Intelligenza Artificiale, 2005
Artif. Intell. Medicine, 2005
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005
Comparison of two temporal abstraction procedures: a case study in prediction from monitoring data.
Proceedings of the AMIA 2005, 2005
Proceedings of the Artificial Intelligence in Medicine, 2005
Proceedings of the Challenges to Decision Support in a Changing World, 2005
An Adaptive Decision Support System for Risk Management in Haemodialysis Departments.
Proceedings of the Challenges to Decision Support in a Changing World, 2005
2004
Proceedings of the MEDINFO 2004, 2004
Proceedings of the MEDINFO 2004, 2004
RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters.
Proceedings of the Advances in Case-Based Reasoning, 7th European Conference, 2004
2003
Integrating model-based decision support in a multi-modal reasoning system for managing type 1 diabetic patients.
Artif. Intell. Medicine, 2003
Proceedings of the Artificial Intelligence in Medicine, 2003
2002
Int. J. Medical Informatics, 2002
Comput. Methods Programs Biomed., 2002
Proceedings of the AMIA 2002, 2002
2001
A Hybrid Input-Output Approach to Model Metabolic Systems: An Application to Intracellular Thiamine Kinetics.
J. Biomed. Informatics, 2001
Int. J. Medical Informatics, 2001
Comput. Methods Programs Biomed., 2001
Learning from biomedical time series through the integration of qualitative models and fuzzy systems.
Artif. Intell. Medicine, 2001
Proceedings of the MEDINFO 2001, 2001
Improving Dialysis Services through Information Technology: From Telemedicine to Data Mining.
Proceedings of the MEDINFO 2001, 2001
A Sixth International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2001).
Proceedings of the MEDINFO 2001, 2001
Supervised Implementation of Guidelines for Diabetes Management on the World Wide Web.
Proceedings of the AMIA 2001, 2001
Integrating Different Methodologies for Insulin Therapy Support in Type 1 Diabetic Patients.
Proceedings of the Artificial Intelligence Medicine, 2001
Mining Data from a Knowledge Management Perspective: An Application to Outcome Prediction in Patients with Resectable Hepatocellular Carcinoma.
Proceedings of the Artificial Intelligence Medicine, 2001
2000
IEEE Trans. Neural Networks Learn. Syst., 2000
IEEE Trans. Biomed. Eng., 2000
Int. J. Medical Informatics, 2000
Comput. Methods Programs Biomed., 2000
Intelligent analysis of clinical time series: an application in the diabetes mellitus domain.
Artif. Intell. Medicine, 2000
Proceedings of the Advances in Case-Based Reasoning, 5th European Workshop, 2000
Artificial Intelligence Techniques for Diabetes Management: the T-IDDM Project.
Proceedings of the ECAI 2000, 2000
Exploiting multi-modal reasoning for knowledge management and decision support: an evaluation study.
Proceedings of the AMIA 2000, 2000
1999
Int. J. Medical Informatics, 1999
Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999
Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999
Integrating Rule-Based and Case-Based Decision Making in Diabetic Patient Management.
Proceedings of the Case-Based Reasoning and Development, Third International Conference, 1999
Integrating case based and rule based reasoning in a decision support system: evaluation with simulated patients.
Proceedings of the AMIA 1999, 1999
Proceedings of the Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, 1999
Intelligent Analysis of Clinical Time Series by Combining Structural Filtering and Temporal Abstractions.
Proceedings of the Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, 1999
1998
IEEE Trans. Syst. Man Cybern. Part A, 1998
IEEE Trans. Pattern Anal. Mach. Intell., 1998
Intell. Data Anal., 1998
A development environment for knowledge-based medical applications on the world-wide web.
Artif. Intell. Medicine, 1998
Artif. Intell. Medicine, 1998
Retrieval in a Prototype-Based Case Library: A Case Study in Diabetes Therapy Revision.
Proceedings of the Advances in Case-Based Reasoning, 4th European Workshop, 1998
Using uncertainty management techniques in medical therapy planning: A decision-theoretic approach.
Proceedings of the Applications of Uncertainty Formalisms, 1998
A Web-Based System for Diabetes Management: The Technical and Clinical Infrastructure.
Proceedings of the AMIA 1998, 1998
Mining biomedical time series by combining structural analysis and temporal abstractions.
Proceedings of the AMIA 1998, 1998
1997
Dynamic Probabilistic Networks for Modelling and Identifying Dynamic Systems: a MCMC Approach.
Intell. Data Anal., 1997
Interpreting Longitudinal Data through Temporal Abstractions: An Application to Diabetic Patients Monitoring.
Proceedings of the Advances in Intelligent Data Analysis, 1997
Proceedings of the Artificial Intelligence Medicine, 1997
Proceedings of the Artificial Intelligence Medicine, 1997
1996
Artif. Intell. Medicine, 1996
Causal Probabilistic Networks for Dynamic Modeling.
Proceedings of the 12th European Conference on Artificial Intelligence, 1996
1995
Proceedings of the Artificial Intelligence Medicine, 1995
1994
1992
GAMEES II: an environment for building probabilistic expert systems based on arrays of Bayesian belief networks.
Proceedings of the Fifth Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'92), 1992
1991
Proceedings of the UAI '91: Proceedings of the Seventh Annual Conference on Uncertainty in Artificial Intelligence, 1991
Proceedings of the AIME 91, 1991
Proceedings of the AIME 91, 1991
1989
Proceedings of the AIME 89, 1989