Riccardo Bellazzi

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Learning Bayesian networks probabilities from longitudinal data

Alberto Riva, Riccardo Bellazzi, R. Bellazzi, 1998, IEEE Trans. Syst. Man Cybern. Part A.

Guest Editorial IEEE EMBC 2015

Elsa D. Angelini, Riccardo Bellazzi, Walter G. Besio, 2016, IEEE J. Biomed. Health Informatics.

A semantic collaborative system for the management of translational research projects

Riccardo Bellazzi, Matteo Gabetta, Giuseppe Milani, 2012 .

Exposome informatics: considerations for the design of future biomedical research information systems

Kathleen Gray, Riccardo Bellazzi, Fernando Martín-Sánchez, 2014, J. Am. Medical Informatics Assoc..

Protocol-based reasoning in diabetic patient management

Alberto Riva, Riccardo Bellazzi, Stefania Montani, 1999, Int. J. Medical Informatics.

Bringing the Artificial Pancreas Home: Telemedicine Aspects

Giordano Lanzola, Riccardo Bellazzi, Lalo Magni, 2011, Journal of diabetes science and technology.

Report From European Summit On Trustworthy Reuse Of Health Data

Iain E. Buchan, Antoine Geissbühler, Charles Safran, 2012, American Medical Informatics Association Annual Symposium.

Analysis and Visualization of Spatial Proteomic Data for Tissue Characterization

Riccardo Bellazzi, Nicola Barbarini, Christian Fuchsberger, 2008, 2008 21st IEEE International Symposium on Computer-Based Medical Systems.

Supervised methods to extract clinical events from cardiology reports in Italian

Riccardo Bellazzi, Natalia Viani, Timothy A Miller, 2019, J. Biomed. Informatics.

Mining Administrative and Clinical Diabetes Data with Temporal Association Rules

Riccardo Bellazzi, Lucia Sacchi, Stefano Concaro, 2009, MIE.

Agent-Based Models and Spatial Enablement: A Simulation Tool to Improve Health and Wellbeing in Big Cities

Riccardo Bellazzi, Daniele Pala, Vittorio Casella, 2019, AIME.

Use of Patient Generated Data from Social Media and Collaborative Filtering for Preferences Elicitation in Shared Decision Making

Riccardo Bellazzi, Silvana Quaglini, John H. Holmes, 2014, AAAI Fall Symposia.

A proposal of architecture to share patients data out of healthcare settings for research purposes

Riccardo Bellazzi, María Teresa Arredondo, Giuseppe Fico, 2014, IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

R Engine Cell: integrating R into the i2b2 software infrastructure

Riccardo Bellazzi, Cristiana Larizza, Valentina Tibollo, 2011, J. Am. Medical Informatics Assoc..

Mining Careflow Patterns in data warehouses of breast cancer patients

Riccardo Bellazzi, Arianna Dagliati, Lucia Sacchi, 2013, AMIA.

Information Technology Solutions to Support Translational Research on Inherited Cardiomyopathies

Angelo Nuzzo, Riccardo Bellazzi, Matteo Gabetta, 2011, MIE.

MTopGO: a tool for module identification in PPI Networks

Riccardo Bellazzi, Simone Marini, Francesca Vitali, 2017, PeerJ Prepr..

Multi-Criteria Decision Making Approaches for Quality Control of Genome-Wide Association Studies

Riccardo Bellazzi, Carla Rognoni, Alberto Malovini, 2009, Summit on translational bioinformatics.

Running Genome Wide Data Analysis Using a Parallel Approach on a Cloud Platform

Riccardo Bellazzi, Davide Capozzi, Alberto Malovini, 2015, AIME.

INDIV-3D. A new model for INdividual Data Integration and Visualisation using spatial coordinates

Riccardo Bellazzi, Fernando Martín-Sánchez, Guillermo López-Campos, 2013, ICIMTH.

Qualitative Models and Fuzzy Systems: An Integrated Approach to System Identification

Riccardo Bellazzi, Liliana Ironi, Raffaella Guglielmann, 2003 .

The IMIA initiatives on Trustworthy Reuse of Health Data: A Report

Iain E. Buchan, Antoine Geissbühler, Charles Safran, 2013, MedInfo.

A development environment for knowledge-based medical applications on the world-wide web

Alberto Riva, Giordano Lanzola, Riccardo Bellazzi, 1998, Artif. Intell. Medicine.

ONCO-i2b2: improve patients selection through CBR techniques with heterogeneous distance functions

Riccardo Bellazzi, Matteo Gabetta, Cristiana Larizza, 2012 .

Using uncertainty management techniques in medical therapy planning: A decision-theoretic approach

Riccardo Bellazzi, Paolo Magni, Franco Locatelli, 1998, Applications of Uncertainty Formalisms.

Learning temporal probabilistic causal models from longitudinal data

Alberto Riva, Riccardo Bellazzi, R. Bellazzi, 1996, Artif. Intell. Medicine.

A Genomic Data Fusion Framework to Exploit Rare and Common Variants for Association Discovery

Riccardo Bellazzi, Simone Marini, Ivan Limongelli, 2015, AIME.

An ICT infrastructure to integrate clinical and molecular data in oncology research

Riccardo Bellazzi, Arianna Dagliati, Valentina Tibollo, 2012, BMC Bioinformatics.

A hierarchical Naïve Bayes Model for handling sample heterogeneity in classification problems: an application to tissue microarrays

Riccardo Bellazzi, Paolo Magni, Mark A. Rubin, 2006, BMC Bioinformatics.

Dynamic Probabilistic Networks for Modelling and Identifying Dynamic Systems: a MCMC Approach

Giuseppe De Nicolao, Riccardo Bellazzi, Paolo Magni, 1997, Intell. Data Anal..

Designing an artificial pancreas architecture: the AP@home experience

Giordano Lanzola, Riccardo Bellazzi, Lalo Magni, 2015, Medical & Biological Engineering & Computing.

Learning T2D Evolving Complexity from EMR and Administrative Data by Means of Continuous Time Bayesian Networks

Riccardo Bellazzi, Simone Marini, Arianna Dagliati, 2016, HEALTHINF.

A Bayesian method for clustering gene expression temporal profiles from microarray data

Riccardo Bellazzi, Paolo Magni, Fulvia Ferrazzi, 2004, ISMB 2004.

Temporal data mining for the quality assessment of hemodialysis services

Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, 2005, Artif. Intell. Medicine.

Stage prediction of embryonic stem cell differentiation from genome-wide expression data

Blaz Zupan, Riccardo Bellazzi, Silvia Garagna, 2011, Bioinform..

A New Approach for the Analysis of Mass Spectrometry Data for Biomarker Discovery

Riccardo Bellazzi, Paolo Magni, Nicola Barbarini, 2006, AMIA.

Beyond Cohort Selection: An Analytics-Enabled i2b2

Riccardo Bellazzi, Matteo Gabetta, Cristiana Larizza, 2016, MIE.

Artificial Intelligence in Medicine AIME 2015

Riccardo Bellazzi, Niels Peek, John H. Holmes, 2017, Artif. Intell. Medicine.

Bayesian Networks Applied to Therapy Monitoring

David J. Spiegelhalter, Riccardo Bellazzi, Carlo Berzuini, 1991, UAI.

Intelligent analysis of clinical time series: an application in the diabetes mellitus domain

Riccardo Bellazzi, Stefania Montani, Cristiana Larizza, 2000, Artif. Intell. Medicine.

Temporal Data Mining of HIV Registries: Results from a 25 Years Follow-Up

Enrique J. Gómez, Riccardo Bellazzi, César Cáceres, 2009, AIME.

IT solutions for integrating clinical and molecular data to support biomedical research: from biobanks to knowledge repositories

Mario Cannataro, Riccardo Bellazzi, Flavio Licciulli, 2013, SIGBIO.

Implementation of an automated system for monitoring adherence to hemodialysis treatment: A report of seven years of experience

Riccardo Bellazzi, Cristiana Larizza, Lucia Sacchi, 2012, Int. J. Medical Informatics.

Improving Dialysis Services through Information Technology: From Telemedicine to Data Mining

Riccardo Bellazzi, Paolo Magni, Roberto G. Bellazzi, 2001, MedInfo.

Improving risk-stratification of Diabetes complications using temporal data mining

Riccardo Bellazzi, Arianna Dagliati, Lucia Sacchi, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

CBS-miRSeq: A comprehensive tool for accurate and extensive analyses of microRNA-sequencing data

Riccardo Bellazzi, Rupesh K. Kesharwani, Rupesh K Kesharwani, 2019, Comput. Biol. Medicine.

Text Mining approaches for Automated Literature Knowledge Extraction and Representation

Blaz Zupan, Angelo Nuzzo, Riccardo Bellazzi, 2010, MedInfo.

How to improve fuzzy-neural system modeling by means of qualitative simulation

Riccardo Bellazzi, Liliana Ironi, Raffaella Guglielmann, 2000, IEEE Trans. Neural Networks Learn. Syst..

Adaptive Drug Dosage in Long Term Treatment by using Fuzzy Controllers and Bayesian Networks

Riccardo Scattolini, Riccardo Bellazzi, Mario Stefanelli, 1994 .

Trustworthy reuse of health data: A transnational perspective

Iain E. Buchan, Antoine Geissbühler, Charles Safran, 2013, Int. J. Medical Informatics.

Reusable influence diagrams

Riccardo Bellazzi, Silvana Quaglini, 1994, Artif. Intell. Medicine.

Integrating model-based decision support in a multi-modal reasoning system for managing type 1 diabetic patients

Abdul V. Roudsari, Ewart R. Carson, Riccardo Bellazzi, 2003, Artif. Intell. Medicine.

A proposed semantic framework for diabetes education content management, customisation and delivery within the M2DM project

Abdul V. Roudsari, Tibor Deutsch, Ewart R. Carson, 2006, Comput. Methods Programs Biomed..

Bayesian analysis of blood glucose time series from diabetes home monitoring

Giuseppe De Nicolao, Riccardo Bellazzi, Paolo Magni, 2000, IEEE Transactions on Biomedical Engineering.

Using QR to solve quantitative modeling problems: an application to intracellular thiamine kinetics

Riccardo Bellazzi, Liliana Ironi, Raffaella Guglielmann, 2000 .

Inferring gene regulatory networks by integrating static and dynamic data

Angelo Nuzzo, Riccardo Bellazzi, Paolo Magni, 2007, Int. J. Medical Informatics.

Riccardo Bellazzi, Simone Marini, Lucia Sacchi, 2018, J. Biomed. Informatics.

A Unified Medical Language System (UMLS) Based System for Literature-Based Discovery in Medicine

Riccardo Bellazzi, Matteo Gabetta, Cristiana Larizza, 2013, MedInfo.

Riccardo Bellazzi, Simone Marini, Francesca Vitali, 2018, JAMIA open.

High Level Control Strategies for Diabetes Therapy

Alberto Riva, Riccardo Bellazzi, R. Bellazzi, 1995, AIME.

Integrating Different Methodologies for Insulin Therapy Support in Type 1 Diabetic Patients

Abdul V. Roudsari, Ewart R. Carson, Riccardo Bellazzi, 2001, AIME.

Learning from biomedical time series through the integration of qualitative models and fuzzy systems

Riccardo Bellazzi, Liliana Ironi, Raffaella Guglielmann, 2001, Artif. Intell. Medicine.

The ONCO-I2b2 Project: Integrating Biobank Information and Clinical Data to Support Translational Research in Oncology

Riccardo Bellazzi, Arianna Dagliati, Valentina Tibollo, 2011, MIE.

Towards knowledge-based gene expression data mining

Blaz Zupan, Riccardo Bellazzi, R. Bellazzi, 2007, J. Biomed. Informatics.

Quality Assessment of Hemodialysis Services through Temporal Data Mining

Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, 2003, AIME.

The Colibri project: A multicenter shared database of magnetic resonance images about rare neurological diseases

Giordano Lanzola, Riccardo Bellazzi, Gianluigi Reni, 2014, IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

Case-based retrieval to support the treatment of end stage renal failure patients

Luigi Portinale, Riccardo Bellazzi, Stefania Montani, 2006, Artif. Intell. Medicine.

Ranking and 1-Dimensional Projection of Cell Development Transcription Profiles

Blaz Zupan, Riccardo Bellazzi, Francesca Mulas, 2011, AIME.

A Data Mining Library for miRNA Annotation and Analysis

Blaz Zupan, Angelo Nuzzo, Riccardo Bellazzi, 2011, AIME.

Integrating case based and rule based reasoning in a decision support system: evaluation with simulated patients

Riccardo Bellazzi, Stefania Montani, R. Bellazzi, 1999, AMIA.

A Sixth International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2001)

Blaz Zupan, Riccardo Bellazzi, 2001, MedInfo.

A Blackboard Control Architecture for Therapy Planning

Riccardo Bellazzi, Silvana Quaglini, Mario Stefanelli, 1991, AIME.

Integration of Administrative, Clinical, and Environmental Data to Support the Management of Type 2 Diabetes Mellitus

Paolo Gamba, Riccardo Bellazzi, Andrea Marinoni, 2015, Journal of diabetes science and technology.

Collaborative Filtering for Estimating Health Related Utilities in Decision Support Systems

Riccardo Bellazzi, Silvana Quaglini, John H. Holmes, 2015, AIME.

Information extraction from Italian medical reports: An ontology-driven approach

Riccardo Bellazzi, Cristiana Larizza, Valentina Tibollo, 2018, Int. J. Medical Informatics.

Phenotypic and genotypic data integration and exploration through a web-service architecture

Angelo Nuzzo, Alberto Riva, Riccardo Bellazzi, 2009, BMC Bioinformatics.

Exposome, Health and Biomedical Informatics - An Emerging Discipline and Its Interaction with Current Biomedical Informatics

Riccardo Bellazzi, Fernando Martín-Sánchez, Guillermo López-Campos, 2015, HEALTHINF.

Integrating CaseBasedandRuleBasedReasoning inaDecision Support System: Evaluation withSimulated Patients

Riccardo Bellazzi, Stefania Montani, R. Bellazzi, 1999 .

Engineering Principles in Biomedical Informatics

Riccardo Bellazzi, Giorgio Leonardi, Matteo Gabetta, 2014 .

User-Adapted Clinical Decision Support Systems

Riccardo Bellazzi, Andrea Sboner, Mario Cristofolini, 2005, AAAI Spring Symposium: Challenges to Decision Support in a Changing World.

On The Correlation Between Geo-Referenced Clinical Data And Remotely Sensed Air Pollution Maps

Paolo Gamba, Riccardo Bellazzi, Andrea Marinoni, 2015, MedInfo.

A Rule-Based Expert System for Automatic Implementation of Somatic Variant Clinical Interpretation Guidelines

Riccardo Bellazzi, Ivan Limongelli, Luca Malcovati, 2019, AIME.

Stochastic model search with binary outcomes for genome-wide association studies

Riccardo Bellazzi, Alberto Malovini, Alberto Russu, 2012, J. Am. Medical Informatics Assoc..

Temporal data mining and process mining techniques to identify cardiovascular risk-associated clinical pathways in Type 2 diabetes patients

Riccardo Bellazzi, John H. Holmes, Arianna Dagliati, 2014, IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

Professor Mario Stefanelli (1945-2010)

Vimla L. Patel, Riccardo Bellazzi, Silvana Quaglini, 2010, J. Biomed. Informatics.

Artificial Intelligence Techniques for Diabetes Management: the T-IDDM Project

Luigi Portinale, Alberto Riva, Riccardo Bellazzi, 2000, ECAI.

A computational method for designing diverse linear epitopes including citrullinated peptides with desired binding affinities to intravenous immunoglobulin

Julio Saez-Rodriguez, Mitja Lustrek, Robert Patro, 2016, BMC Bioinformatics.

Web-based telemedicine systems for home-care: technical issues and experiences

Alberto Riva, Riccardo Bellazzi, Stefania Montani, 2001, Comput. Methods Programs Biomed..

A Hybrid Input-Output Approach to Model Metabolic Systems: An Application to Intracellular Thiamine Kinetics

Riccardo Bellazzi, Liliana Ironi, Raffaella Guglielmann, 2001, Journal of Biomedical Informatics.

Learning Rules with Complex Temporal Patterns in Biomedical Domains

Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, 2005, AIME.

A dashboard-based system for supporting diabetes care

Riccardo Bellazzi, Manuel Ottaviano, María Teresa Arredondo, 2018, J. Am. Medical Informatics Assoc..

RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters

Luigi Portinale, Riccardo Bellazzi, Stefania Montani, 2004, ECCBR.

Kimimila: A New Model to Classify NGS Short Reads by Their Allele Origin

Paolo Gamba, Riccardo Bellazzi, Andrea Marinoni, 2014, ICHI.

TimeClust: a clustering tool for gene expression time series

Riccardo Bellazzi, Paolo Magni, Lucia Sacchi, 2008, Bioinform..

Bayesian approaches to reverse engineer cellular systems: a simulation study on nonlinear Gaussian networks

Riccardo Bellazzi, Paola Sebastiani, Marco Ramoni, 2007, BMC Bioinformatics.

Procedure to integrate i2b2 and REDCap: a case study at ICSM

Riccardo Bellazzi, Nicola Barbarini, Valentina Tibollo, 2017, PeerJ Prepr..

Information Extraction from Italian medical reports: first steps towards clinical timelines development

Riccardo Bellazzi, Cristiana Larizza, Valentina Tibollo, 2016, AMIA.

Stability analysis of MTopGO for module identification in PPI networks

Allan Tucker, Riccardo Bellazzi, Danila Vella, 2017, PeerJ Prepr..

Automatic Processing of Anatomic Pathology Reports in the Italian Language to Enhance the Reuse of Clinical Data

Riccardo Bellazzi, Nicola Barbarini, Natalia Viani, 2018, MIE.

Clinical Bioinformatics: challenges and opportunities

Marco Masseroli, Riccardo Bellazzi, Amnon Shabo, 2012, BMC Bioinformatics.

Temporal abstraction for feature extraction: A comparative case study in prediction from intensive care monitoring data

Evert de Jonge, Riccardo Bellazzi, Niels Peek, 2007, Artif. Intell. Medicine.

Out-of-Home Activity Recognition from GPS Data in Schizophrenic Patients

Riccardo Bellazzi, John D. Ainsworth, Niels Peek, 2016, 2016 IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS).

Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports

Riccardo Bellazzi, Steven Bethard, Guergana K. Savova, 2017, AIME.

Improving Clinical Decisions on T2DM Patients Integrating Clinical, Administrative and Environmental Data

Riccardo Bellazzi, Arianna Dagliati, Valentina Tibollo, 2015, MedInfo.

A Bayesian Nonparametric Approach to AUC Determination in Population Studies

Giuseppe De Nicolao, Riccardo Bellazzi, Paolo Magni, 2000 .

Bayesian Function Learning Using MCMC Methods

Giuseppe De Nicolao, Riccardo Bellazzi, Paolo Magni, 1998, IEEE Trans. Pattern Anal. Mach. Intell..

An automated reasoning framework for translational research

Angelo Nuzzo, Alberto Riva, Riccardo Bellazzi, 2010, J. Biomed. Informatics.

Dynamic Bayesian Networks in Modelling Cellular Systems: a Critical Appraisal on Simulated Data

Riccardo Bellazzi, Paola Sebastiani, Isaac S. Kohane, 2006, 19th IEEE Symposium on Computer-Based Medical Systems (CBMS'06).

Decision Support through Data Integration: Strategies to Meet the Big Data Challenge

Riccardo Bellazzi, Lucia Sacchi, Enea Parimbelli, 2016 .

On Quality of Different Annotation Sources for Gene Expression Analysis

Blaz Zupan, Riccardo Bellazzi, Tomaz Curk, 2009, AIME.

Knowledge-based data analysis and interpretation

Blaz Zupan, Riccardo Bellazzi, John H. Holmes, 2006, Artif. Intell. Medicine.

Combining Naive Bayes Classifiers with Temporal Association Rules for Coronary Heart Disease Diagnosis

Elpida T. Keravnou, Riccardo Bellazzi, Athena Stassopoulou, 2016, 2016 IEEE International Conference on Healthcare Informatics (ICHI).

An Architecture for Automated Reasoning Systems for Genome-Wide Studies

Angelo Nuzzo, Alberto Riva, Riccardo Bellazzi, 2009, AIME.

Cased-Based Reasoning for medical knowledge-based systems

Luigi Portinale, Riccardo Bellazzi, Stefania Montani, 2001, Int. J. Medical Informatics.

Comparison of two temporal abstraction procedures: a case study in prediction from monitoring data

Evert de Jonge, Riccardo Bellazzi, Niels Peek, 2005, AMIA.

A multi-modal reasoning methodology for managing IDDM patients

Luigi Portinale, Riccardo Bellazzi, Stefania Montani, 2000, Int. J. Medical Informatics.

Building a Normative Decision Support System for Clinical and Operational Risk Management in Hemodialysis

Riccardo Bellazzi, Chiara Cornalba, Roberto G. Bellazzi, 2008, IEEE Transactions on Information Technology in Biomedicine.

Multi-modal Reasoning in Diabetic Patient Management

Luigi Portinale, Alberto Riva, Riccardo Bellazzi, 1999, AIMDM.

Cytotoxic Chemotherapy Monitoring Using Stochastic Simulation on Graphical Models

David J. Spiegelhalter, Riccardo Bellazzi, Silvana Quaglini, 1991, AIME.

A Dynamic Bayesian Network model for long-term simulation of clinical complications in type 1 diabetes

Claudio Cobelli, Riccardo Bellazzi, Simone Marini, 2015, J. Biomed. Informatics.

Multivariate Time Series Classification with Temporal Abstractions

Milos Hauskrecht, Riccardo Bellazzi, Iyad Batal, 2009, FLAIRS.

A careflow management system for chronic patients

Riccardo Bellazzi, Cristiana Larizza, Mario Stefanelli, 2004, MedInfo.

Assessing the Quality of Care for End Stage Renal Failure Patients by Means of Artificial Intelligence Methodologies

Luigi Portinale, Riccardo Bellazzi, Stefania Montani, 2007, Advanced Computational Intelligence Paradigms in Healthcare.

Temporal electronic phenotyping by mining careflows of breast cancer patients

Riccardo Bellazzi, John H. Holmes, Arianna Dagliati, 2017, J. Biomed. Informatics.

Handling Clinical and Next Generation Sequencing data: new strategies in i2b2 and tranSMART

Riccardo Bellazzi, Matteo Gabetta, Shawn N. Murphy, 2014, AMIA.

Hierarchical Bayesian Logistic Regression to forecast metabolic control in type 2 DM patients

Riccardo Bellazzi, Arianna Dagliati, Lucia Sacchi, 2016, AMIA.

Retrieval in a Prototype-Based Case Library: A Case Study in Diabetes Therapy Revision

Luigi Portinale, Riccardo Bellazzi, Stefania Montani, 1998, EWCBR.

Inferring air quality maps from remotely sensed data to exploit georeferenced clinical onsets: The Pavia 2013 case

Paolo Gamba, Riccardo Bellazzi, Andrea Marinoni, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Predicting Comorbidities Using Resampling and Dynamic Bayesian Networks with Latent Variables

Allan Tucker, Riccardo Bellazzi, Leila Yousefi, 2017, 2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS).

Belief Network Representations of Temporal Knowledge for Medical Expert Systems

Riccardo Bellazzi, Silvana Quaglini, Carlo Berzuini, 1991 .

Analyzing complex patients' temporal histories: new frontiers in temporal data mining.

Riccardo Bellazzi, Arianna Dagliati, Lucia Sacchi, 2015, Methods in molecular biology.

Nearest Consensus Clustering Classification to Identify Subclasses and Predict Disease

Allan Tucker, Riccardo Bellazzi, Pietro Bosoni, 2018, Journal of Healthcare Informatics Research.

Mining Healthcare Data with Temporal Association Rules: Improvements and Assessment for a Practical Use

Riccardo Bellazzi, Lucia Sacchi, Stefano Concaro, 2009, AIME.

GAMEES II: an environment for building probabilistic expert systems based on arrays of Bayesian belief networks

Riccardo Bellazzi, Silvana Quaglini, Carlo Berzuini, 1992, [1992] Proceedings Fifth Annual IEEE Symposium on Computer-Based Medical Systems.

ONCO-i2b2: Improve Patients Selection through Case-Based Information Retrieval Techniques

Riccardo Bellazzi, Matteo Gabetta, Valentina Tibollo, 2012, DILS.

A Dynamic Query System for Supporting Phenotype Mining in Genetic Studies

Angelo Nuzzo, Riccardo Bellazzi, Giuseppe Milani, 2007, MedInfo.

Integrating Rule-Based and Case-Based Decision Making in Diabetic Patient Management

Luigi Portinale, Alberto Riva, Riccardo Bellazzi, 1999, ICCBR.

Temporal Abstractions for Interpreting Diabetic Patients Monitoring Data

Alberto Riva, Riccardo Bellazzi, Cristiana Larizza, 1998, Intell. Data Anal..

Template for preparation of papers for IEEE sponsored conferences & symposia

Riccardo Bellazzi, Arianna Dagliati, Valentina Tibollo, 2011, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A Qualitative-Fuzzy Framework for Nonlinear Black-Box System Identification

Riccardo Bellazzi, Liliana Ironi, Raffaella Guglielmann, 1999, IJCAI.

Multivariate analysis based on linear and non-linear FHR parameters for the identification of IUGR fetuses

Riccardo Bellazzi, Maria G. Signorini, Giovanni Magenes, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Studies in Health Technology and Informatics: Preface from the scientific program co-chairs

Johanna I. Westbrook, Riccardo Bellazzi, 2010 .

TA-clustering: Cluster analysis of gene expression profiles through Temporal Abstractions

Blaz Zupan, Riccardo Bellazzi, Tomaz Curk, 2005, Int. J. Medical Informatics.

A Semi-supervised Learning Approach for Pan-Cancer Somatic Genomic Variant Classification

Riccardo Bellazzi, Simone Marini, Ivan Limongelli, 2019, AIME.

Hierarchical Naive Bayes for genetic association studies

Riccardo Bellazzi, Nicola Barbarini, Alberto Malovini, 2012, BMC Bioinformatics.

Predictive data mining in clinical medicine: a focus on selected methods and applications

Riccardo Bellazzi, Lucia Sacchi, Fulvia Ferrazzi, 2011, WIREs Data Mining Knowl. Discov..

Qualitative models and fuzzy systems: an integrated approach for learning from data

Riccardo Bellazzi, Mario Stefanelli, Liliana Ironi, 1998, Artif. Intell. Medicine.

Adaptive controllers for intelligent monitoring

Giuseppe De Nicolao, Riccardo Bellazzi, Mario Stefanelli, 1995, Artif. Intell. Medicine.

BigQ: a NoSQL based framework to handle genomic variants in i2b2

Alberto Riva, Riccardo Bellazzi, Matteo Gabetta, 2015, BMC Bioinformatics.

Precedence temporal networks from gene expression data

Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, 2005, 18th IEEE Symposium on Computer-Based Medical Systems (CBMS'05).

An Adaptive Decision Support System for Risk Management in Haemodialysis Departments

Riccardo Bellazzi, Silvana Quaglini, Mario Stefanelli, 2005, AAAI Spring Symposium: Challenges to Decision Support in a Changing World.

Comparison of data mining techniques applied to fetal heart rate parameters for the early identification of IUGR fetuses

Riccardo Bellazzi, Maria G. Signorini, Giovanni Magenes, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Learning from Data Through the Integration of Qualitative Models and Fuzzy Systems

Riccardo Bellazzi, Mario Stefanelli, Liliana Ironi, 1997, AIME.

Clinical timelines development from textual medical reports in Italian

Riccardo Bellazzi, Valentina Tibollo, Natalia Viani, 2017, 2017 IEEE 3rd International Forum on Research and Technologies for Society and Industry (RTSI).

PaPI: pseudo amino acid composition to score human protein-coding variants

Riccardo Bellazzi, Simone Marini, Ivan Limongelli, 2015, BMC Bioinformatics.

Temporal Clustering for Blood Glucose Analysis in the ICU: Identification of Groups of Patients with Different Risk Profile

Riccardo Bellazzi, Lucia Sacchi, Giuseppe D'Ancona, 2010, MedInfo.

Temporal Data Mining for the Assessment of the Costs Related to Diabetes Mellitus Pharmacological Treatment

Riccardo Bellazzi, Mario Stefanelli, Lucia Sacchi, 2009, AMIA.

Bayesian networks for patient monitoring

David J. Spiegelhalter, Riccardo Bellazzi, Silvana Quaglini, 1992, Artif. Intell. Medicine.

Drug-Drug Interactions discovery based on CRFs, SVMs and rule-based methods

Riccardo Bellazzi, Silvana Quaglini, Matteo Gabetta, 2011 .

Precedence Temporal Networks to represent temporal relationships in gene expression data

Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, 2007, J. Biomed. Informatics.

A knowledge-based Web server as a development environment for Web-based knowledge servers

Alberto Riva, Riccardo Bellazzi, Stefania Montani, 1998 .

Corrigendum to "In Memoriam: 'Professor Mario Stefanelli (1945-2010)'" [J Biomed Inform (2010) 859-60]

Vimla L. Patel, Riccardo Bellazzi, Silvana Quaglini, 2011, Journal of Biomedical Informatics.

Instructions for Preparing a Medinfo 2010 Poster 14pt, bold

Johanna I. Westbrook, Charles Safran, Riccardo Bellazzi, 2010 .

A kinetic model-based algorithm to classify NGS short reads by their allele origin

Paolo Gamba, Riccardo Bellazzi, Andrea Marinoni, 2015, J. Biomed. Informatics.

Interpreting Longitudinal Data through Temporal Abstractions: An Application to Diabetic Patients Monitoring

Alberto Riva, Riccardo Bellazzi, Cristiana Larizza, 1997, IDA.

Causal Probabilistic Networks for Dynamic Modeling

Riccardo Bellazzi, 1996, ECAI.

Probabilistic Modelling with Bayesian Networks

Riccardo Bellazzi, Fulvia Ferrazzi, Francesco Sambo, 2014 .

Big Data as a Driver for Clinical Decision Support Systems: A Learning Health Systems Perspective

Riccardo Bellazzi, Andrea Mazzanti, Matteo Gabetta, 2018, Front. Digit. Humanit..

Application Report: Preliminary Evaluation of the T-IDDM Project in Pavia

Alberto Riva, Riccardo Bellazzi, Stefania Montani, 1999, MIE.

Cooperative Intelligent Data Analysis: An Application to Diabetic Patients Management

Alberto Riva, Riccardo Bellazzi, Cristiana Larizza, 1997 .

Knowledge-Based Identification of Multicomponent Therapies

Riccardo Bellazzi, Francesca Vitali, Francesca Mulas, 2013, AIME.

Incorporating repeating temporal association rules in Naïve Bayes classifiers for coronary heart disease diagnosis

Elpida T. Keravnou, Riccardo Bellazzi, Athena Stassopoulou, 2018, J. Biomed. Informatics.

A stochastic model to assess the variability of blood glucose time series in diabetic patients self-monitoring

Riccardo Bellazzi, Paolo Magni, R. Bellazzi, 2006, IEEE Transactions on Biomedical Engineering.

Case Retrieval with Time Series Features

Luigi Portinale, Riccardo Bellazzi, Stefania Montani, 2005, Intelligenza Artificiale.

AID-GM: An Advanced System Supporting Continuous Monitoring of T1DM Patients

Riccardo Bellazzi, Cristiana Larizza, Lucia Sacchi, 2018, MIE.

User Requirements for Incorporating Diabetes Modeling Techniques in Disease Management Tools

Claudio Cobelli, Riccardo Bellazzi, Andrea Facchinetti, 2015 .

A procedure to decompose high resolution mass spectra

Riccardo Bellazzi, Paolo Magni, Nicola Barbarini, 2007, BMC Bioinformatics.

Temporal Reasoning with Probabilities pdf

Riccardo Bellazzi, Silvana Quaglini, Carlo Berzuini, 1989, UAI 1989.

Automatic Pedigree Reconstruction for Genetic Studies in Isolated Populations

Angelo Nuzzo, Riccardo Bellazzi, Giuseppe Milani, 2007, MedInfo.

Supporting decisions in medical applications: the knowledge management perspective

Riccardo Bellazzi, Stefania Montani, R. Bellazzi, 2002, Int. J. Medical Informatics.

Optimal marker placement in hadrontherapy: Intelligent optimization strategies with augmented Lagrangian pattern search

Riccardo Bellazzi, Marco Riboldi, Guido Baroni, 2015, J. Biomed. Informatics.

Predictive data mining in clinical medicine: Current issues and guidelines

Blaz Zupan, Riccardo Bellazzi, R. Bellazzi, 2008, Int. J. Medical Informatics.

Intelligent Knowledge Retrieval for Decision Support in Medical Applications

Riccardo Bellazzi, Stefania Montani, R. Bellazzi, 2001, MedInfo.

Translational Bioinformatics: Challenges and Opportunities for Case-Based Reasoning and Decision Support

Angelo Nuzzo, Riccardo Bellazzi, Matteo Gabetta, 2010, ICCBR.

Development and Representation of Health Indicators with Thematic Maps

Riccardo Bellazzi, Carlo Cerra, Simona Dalle Carbonare, 2012, MIE.

Random Walk Models for Bayesian Clustering of Gene Expression Profiles

Riccardo Bellazzi, Paolo Magni, Fulvia Ferrazzi, 2005, Applied bioinformatics.

A collaborative environment for shared classification of neuroimages: The experience of the Colibri project

Giordano Lanzola, Riccardo Bellazzi, Gianluigi Reni, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Bayesian Identification of a Population Compartmental Model of C-Peptide Kinetics

Giovanni Sparacino, Claudio Cobelli, Riccardo Bellazzi, 2000, Annals of Biomedical Engineering.

Combining Unsupervised and Supervised Learning for Discovering Disease Subclasses

Allan Tucker, Riccardo Bellazzi, Pietro Bosoni, 2016, 2016 IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS).

Microarray Data Analysis: Gene Regulatory Networks

Claudio Cobelli, Riccardo Bellazzi, Paolo Magni, 2011 .

Bayesian Networks Aplied to Therapy Monitoring pdf

David J. Spiegelhalter, Riccardo Bellazzi, Carlo Berzuini, 2013, ArXiv.

Supervised Implementation of Guidelines for Diabetes Management on the World Wide Web

Riccardo Bellazzi, Stefania Montani, Pasquale De Cata, 2001, AMIA.

Intelligent Analysis of Clinical Time Series by Combining Structural Filtering and Temporal Abstractions

Giuseppe De Nicolao, Riccardo Bellazzi, Stefania Montani, 1999, AIMDM.

Clustering gene expression data with Temporal Abstractions

Blaz Zupan, Riccardo Bellazzi, Tomaz Curk, 2004, MedInfo.

A Methodology for the Extraction of Quantitative Risk Indexes from Medical Injuries Compensation Claims

Riccardo Bellazzi, Simona Dalle Carbonare, Fulvia Folli, 2009, MIE.

Mario Stefanelli, 1945-2010

Riccardo Bellazzi, Silvana Quaglini, Carlo Combi, 2011, Artif. Intell. Medicine.

Integrating constraint satisfaction techniques and software agents.

Luigi Portinale, Riccardo Bellazzi, Stefania Montani, 2005 .

CARDIO-i2b2: integrating arrhythmogenic disease data in i2b2.

Riccardo Bellazzi, Arianna Dagliati, Valentina Tibollo, 2012, Studies in health technology and informatics.

Filtering and Mapping Public Health Data with an Innovative Kriging Approach, Accounting for Single Observation Variance

Riccardo Bellazzi, Vittorio Casella, Ambrogio Manzino, 2015 .

Evaluating a Multi-modal Reasoning System in Diabetes Care

Luigi Portinale, Riccardo Bellazzi, Stefania Montani, 2000, EWCBR.

Guest Commentary (1) on Chapter 10: Towards Building Knowledge‐Based Assistants for Intelligent Data Analysis in Biomarker Discovery

Riccardo Bellazzi, Francisco Azuaje, 2010 .

Inferring cell cycle feedback regulation from gene expression data

Riccardo Bellazzi, Isaac S. Kohane, Marco Ramoni, 2011, J. Biomed. Informatics.

Supporting decisions in diabetic patients management through Case-Based retrieval

Luigi Portinale, Riccardo Bellazzi, Stefania Montani, 1999, MIE.

Mining Data from a Knowledge Management Perspective: An Application to Outcome Prediction in Patients with Resectable Hepatocellular Carcinoma

Gianna Toffolo, Riccardo Bellazzi, Ivano Azzini, 2001, AIME.

Interest Propagation for Knowledge Extraction and Representation

Blaz Zupan, Riccardo Bellazzi, Francesca Mulas, 2013, EFMI-STC.

Data Fusion Approach for Learning Transcriptional Bayesian Networks

Alberto Riva, Riccardo Bellazzi, Francesca Vitali, 2017, AIME.

Exploiting multi-modal reasoning for knowledge management and decision support: an evaluation study

Riccardo Bellazzi, Stefania Montani, 2000, AMIA.

An Extension of the i2b2 Data Warehouse to Support REDCap Dynamic Data Pull

Paolo Pedrazzoli, Riccardo Bellazzi, Catherine Klersy, 2019, EFMI-STC.

Network-based target ranking for polypharmacological therapies

Riccardo Bellazzi, Francesca Vitali, Francesca Mulas, 2013, J. Biomed. Informatics.

Phenotype forecasting with SNPs data through gene-based Bayesian networks

Angelo Nuzzo, Riccardo Bellazzi, Fulvia Ferrazzi, 2009, BMC Bioinformatics.

Mining biomedical time series by combining structural analysis and temporal abstractions

Alberto Riva, Giuseppe De Nicolao, Riccardo Bellazzi, 1998, AMIA.

Therapy Planning by Combining Ai and Decision Theoretic Techniques

Riccardo Bellazzi, Silvana Quaglini, Mario Stefanelli, 1989, AIME.

Inferring gene expression networks via static and dynamic data integration

Riccardo Bellazzi, Paolo Magni, Lucia Sacchi, 2006, MIE.

A Temporal Abstraction Framework for Classifying Clinical Temporal Data

Milos Hauskrecht, Riccardo Bellazzi, Iyad Batal, 2009, AMIA.

A Topological Data Analysis Mapper of the Ovarian Folliculogenesis Based on MALDI Mass Spectrometry Imaging Proteomics

Riccardo Bellazzi, Fulvio Magni, Silvia Garagna, 2021, AIME.

The Gene Mover's Distance: Single-cell similarity via Optimal Transport pdf

Riccardo Bellazzi, Stefano Gualandi, Giovanna Nicora, 2021, ArXiv.

Tree-based local explanations of machine learning model predictions, AraucanaXAI pdf

Wojtek Michalowski, Szymon Wilk, Riccardo Bellazzi, 2021, ArXiv.

ALFABETO: Supporting COVID-19 Hospital Admissions with Bayesian Networks

Riccardo Bellazzi, Lorenzo Preda, Giovanna Nicora, 2021, SMARTERCARE@AI*IA.

Insulin Minimal Model Indexes and Secretion: Proper Handling of Uncertainty by a Bayesian Approach

Giovanni Sparacino, Claudio Cobelli, Riccardo Bellazzi, 2005, Annals of Biomedical Engineering.

Learning Conditional Probabilities with Longitudinal Data

Riccardo Bellazzi, 1995 .

AID-GM System (Advanced Intelligent Distant - Glucose Monitoring) to Monitor Health Status and Metabolic Control of Young People with Type 1 Diabetes

Riccardo Bellazzi, Cristiana Larizza, Chiara Montalbano, 2018 .

The differentiation of cardiomyocytes from mouse embryonic stem cells is altered by dioxin.

Riccardo Bellazzi, Fabio Fiordaliso, Silvia Garagna, 2011, Toxicology letters.

Combining clinical and genomics queries using i2b2 – Three methods

Riccardo Bellazzi, Isaac S. Kohane, Matteo Gabetta, 2017, PloS one.

Telemedicine in the management of young patients with type 1 diabetes mellitus: a follow-up study.

Riccardo Bellazzi, Stefania Montani, Cristiana Larizza, 2003, Acta bio-medica : Atenei Parmensis.

Spatial Enablement to Support Environmental, Demographic, Socioeconomics, and Health Data Integration and Analysis for Big Cities: A Case Study With Asthma Hospitalizations in New York City

Riccardo Bellazzi, Vittorio Casella, Daniele Pala, 2019, Front. Med..

Management of patients with diabetes through information technology: tools for monitoring and control of the patients' metabolic behavior.

Riccardo Bellazzi, Cristiana Larizza, Mario Stefanelli, 2004, Diabetes technology & therapeutics.

Monitoring Artificial Pancreas Trials Through Agent-based Technologies

Giordano Lanzola, Riccardo Bellazzi, Lalo Magni, 2014, Journal of diabetes science and technology.

Gibbs Sampling for Signal Reconstruction

Giuseppe De Nicolao, Riccardo Bellazzi, Paolo Magni, 1997 .

The two tryptophans of β2-microglobulin have distinct roles in function and folding and might represent two independent responses to evolutionary pressure

Riccardo Bellazzi, Gennaro Esposito, Mario Stefanelli, 2011, BMC Evolutionary Biology.

Prediction of Peptide Reactivity with Human IVIg through a Knowledge-Based Approach

Riccardo Bellazzi, Alessandra Tiengo, Nicola Barbarini, 2011, PloS one.

MTGO: PPI Network Analysis Via Topological and Functional Module Identification

Giancarlo Mauri, Riccardo Bellazzi, Francesca Vitali, 2018, Scientific Reports.

Careflow Mining Techniques to Explore Type 2 Diabetes Evolution

Riccardo Bellazzi, Arianna Dagliati, Valentina Tibollo, 2018, Journal of diabetes science and technology.

The Val Borbera Project: epidemiological and genealogical analysis of an isolated population in Northern Italy

Riccardo Bellazzi, Carla Rognoni, Silvia Bione, 2006 .

A Network-Based Data Integration Approach to Support Drug Repurposing and Multi-Target Therapies in Triple Negative Breast Cancer

Riccardo Bellazzi, Francesca Vitali, Alberto Zambelli, 2016, PloS one.

A Web-Based System for Diabetes Management: The Technical and Clinical Infrastructure

Alberto Riva, Riccardo Bellazzi, Stefania Montani, 1998, AMIA.

Risk factors for the development of micro-vascular complications of type 2 diabetes in a single-centre cohort of patients

Riccardo Bellazzi, Arianna Dagliati, Valentina Tibollo, 2018, Diabetes & vascular disease research.

Proceedings of the 11th conference on Artificial Intelligence in Medicine

Jim Hunter, Riccardo Bellazzi, Ameen Abu-Hanna, 2005 .

Reduced sampling schedule for the glucose minimal model: importance of Bayesian estimation.

Giovanni Sparacino, Claudio Cobelli, Riccardo Bellazzi, 2006, American journal of physiology. Endocrinology and metabolism.

Transcriptional Profiles of Mating-Responsive Genes from Testes and Male Accessory Glands of the Mediterranean Fruit Fly, Ceratitis capitata

Riccardo Bellazzi, Anna R. Malacrida, Alberto Malovini, 2012, PloS one.

A Data Fusion Approach to Enhance Association Study in Epilepsy

Riccardo Bellazzi, Alberto Malovini, Ivan Limongelli, 2016, PloS one.

Polymorphisms in the NOS 1 AP Gene Modulate QT Interval Duration and Risk of Arrhythmias in the Long QT Syndrome

Riccardo Bellazzi, Isaac Subirana, Carlo Napolitano, 2022 .

Improving molecular diagnosis in epilepsy by a dedicated high-throughput sequencing platform

Riccardo Bellazzi, Ivan Limongelli, Roberto Ciccone, 2014, European Journal of Human Genetics.

Data Mining Technologies for Blood Glucose and Diabetes Management

Riccardo Bellazzi, Ameen Abu-Hanna, R. Bellazzi, 2009, Journal of diabetes science and technology.

Minimal model S(I)=0 problem in NIDDM subjects: nonzero Bayesian estimates with credible confidence intervals.

Giovanni Sparacino, Claudio Cobelli, Riccardo Bellazzi, 2002, American journal of physiology. Endocrinology and metabolism.

Clinical and research data integration: the i2b2-FSM experience.

Riccardo Bellazzi, Arianna Dagliati, Valentina Tibollo, 2013, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.