Riccardo Bellazzi
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
83
Venues
12
Active years
1989–2026
Best venue rank
A*
Where they publish
Papers
83 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AIME | Is Heavier Better? Benchmarking Optical Flow Time-Series vs. Video Transformers for In Vitro Fertilization Counseling. | Lorenzo Corso, Andrea Fantinato, Emirhan Kayar, Margherita Isernia, Giulia Fiorentino, Marilena Taggi, Federica Innocenti, Marcos Meseguer, Alberto Vaiarelli, Laura Rienzi, Maurizio Zuccotti, Giovanni Coticchio, Riccardo Bellazzi, Danilo Cimadomo, Giovanna Nicora |
| 2026 | AIME | Automated Pulmonary Hypertension Subtype Discrimination from CTPA Scans. | Matteo Dallera, Carlotta Pairazzi, Riccardo Bellazzi, Stefano Ghio, Adele Valentini, Lucia Sacchi |
| 2026 | AIME | Biological Plausibility Assessment of Viral Sequences Generated by a Genomic Language Model. | Pablo Arozarena Donelli, Simone Rancati, Giovanna Nicora, Riccardo Bellazzi, Enea Parimbelli, Luigi Portinale |
| 2026 | AIME | Informative Missingness to Generate Irregular Clinical Time Series. | Hadi Mehdizavareh, Gabriele Santangelo, Giovanna Nicora, Simon Lebech Cichosz, Arianna Dagliati, Arijit Khan, Riccardo Bellazzi |
| 2026 | AIME | A Scoring Strategy to Assess AI Prediction Reliability: Validation and Impact on Medical Decision Making. | Lorenzo Peracchio, Laura Bergomi, Ana Isabel Herniz Ferrer, Chandra Bortolotto, Valentina Zuccaro, Francesco Salinaro, Lorenzo Preda, Riccardo Bellazzi, Giovanna Nicora |
| 2026 | AIME | Epistemologically Guided LLM Reasoning for Differential Diagnosis. | Simone Rancati, Laura Bergomi, Enea Parimbelli, Giovanna Nicora, Riccardo Bellazzi |
| 2026 | AIME | Forecasting Gait Dynamics with Foundation Models. | Federico Colelli Riano, Alberto Malovini, Armando Coccia, Federica Amitrano, Giovanni D'Addio, Riccardo Bellazzi |
| 2025 | AIME | Combining Clinical and Gene Expression Variables via Knowledge Graph Embedding for Prediction of Coronary Artery Stenosis. | Giuseppe Albi, Arianna Dagliati, Chiara Vavassori, Laura Pisani, Mattia Chiesa, Luca Piacentini, Saima Mushtaq, Gianluca Pontone, Riccardo Bellazzi, Gualtiero I. Colombo |
| 2025 | AIME | Enhancing RAGs for Rheumatology Triage: Strategies for Optimized Knowledge Retrieval. | Tommaso Mario Buonocore, Emanuele Cardinale, Garifallia Sakellariou, Riccardo Bellazzi, Lucia Sacchi |
| 2025 | AIME | Upper Limb Movements Simulations with Generative Diffusion Models. | Gabriele Santangelo, Chiara Alessi, Nikolas Sacchi, Giovanna Nicora, Riccardo Bellazzi, Antonella Ferrara, Arianna Dagliati |
| 2024 | AIME | Do You Trust Your Model Explanations? An Analysis of XAI Performance Under Dataset Shift. | Lorenzo Peracchio, Giovanna Nicora, Tommaso Mario Buonocore, Riccardo Bellazzi, Enea Parimbelli |
| 2023 | AIME | A Topological Data Analysis Framework for Computational Phenotyping. | Giuseppe Albi, Alessia Gerbasi, Mattia Chiesa, Gualtiero I. Colombo, Riccardo Bellazzi, Arianna Dagliati |
| 2023 | AIME | A Rule-Free Approach for Cardiological Registry Filling from Italian Clinical Notes with Question Answering Transformers. | Tommaso Mario Buonocore, Enea Parimbelli, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi |
| 2022 | AIME | The PERISCOPE Data Atlas: A Demonstration of Release v1.2. | Enea Parimbelli, Cristiana Larizza, Vladimir Urosevic, Andrea Pogliaghi, Manuel Ottaviano, Cindy Cheng, Vincent Benoit, Daniele Pala, Vittorio Casella, Riccardo Bellazzi, Paolo Giudici |
| 2022 | AMIA | A Deductive Data-Driven Pipeline Powered by MLHO for Post-Acute Sequelae of COVID-19 (PASC) Phenotyping. | Arianna Dagliati, Zachary H. Strasser, Rebecca Mesa, Zahra Shakeri, Alaleh Azhir, Riccardo Bellazzi, Shawn N. Murphy, Hossein Estiri |
| 2021 | AIME | A Topological Data Analysis Mapper of the Ovarian Folliculogenesis Based on MALDI Mass Spectrometry Imaging Proteomics. | Giulia Campi, Giovanna Nicora, Giulia Fiorentino, Andrew Smith, Fulvio Magni, Silvia Garagna, Maurizio Zuccotti, Riccardo Bellazzi |
| 2021 | AMIA | Temporal Phenotypic Pathways of Post-Acute Sequelae of SARS-CoV-2 by an International Consortium for Clinical Characterization of COVID-19 (4CE). | Shawn N. Murphy, Hossein Estiri, Arianna Dagliati, Riccardo Bellazzi, John H. Holmes |
| 2020 | AIME | Deep Learning Applied to Blood Glucose Prediction from Flash Glucose Monitoring and Fitbit Data. | Pietro Bosoni, Marco Meccariello, Valeria Calcaterra, Cristiana Larizza, Lucia Sacchi, Riccardo Bellazzi |
| 2020 | AMIA | Explainable Artificial Intelligence (XAI): Current Approaches and Paths to the Future. | John H. Holmes, Riccardo Bellazzi, Carlo Combi, Jason H. Moore, Niels Peek |
| 2020 | AMIA | A Reliable Machine Learning Approach applied to Single-Cell Classification in Acute Myeloid Leukemia. | Giovanna Nicora, Riccardo Bellazzi |
| 2020 | ICOST | The PULSE Project: A Case of Use of Big Data Uses Toward a Cohomprensive Health Vision of City Well Being. | Domenico Vito, Manuel Ottaviano, Riccardo Bellazzi, Cristiana Larizza, Vittorio Casella, Daniele Pala, Marica Franzini |
| 2019 | AIME | A Rule-Based Expert System for Automatic Implementation of Somatic Variant Clinical Interpretation Guidelines. | Giovanna Nicora, Ivan Limongelli, Riccardo Cova, Matteo Giovanni Della Porta, Luca Malcovati, Mario Cazzola, Riccardo Bellazzi |
| 2019 | AIME | A Semi-supervised Learning Approach for Pan-Cancer Somatic Genomic Variant Classification. | Giovanna Nicora, Simone Marini, Ivan Limongelli, Ettore Rizzo, Stefano Montoli, Francesca Floriana Tricomi, Riccardo Bellazzi |
| 2019 | AIME | Agent-Based Models and Spatial Enablement: A Simulation Tool to Improve Health and Wellbeing in Big Cities. | Daniele Pala, John H. Holmes, Jos Pagn, Enea Parimbelli, Marica Teresa Rocca, Vittorio Casella, Riccardo Bellazzi |
| 2019 | CBMS | Latent Class Multi-Label Classification to Identify Subclasses of Disease for Improved Prediction. | Awad Alsaid Alyousef, Svetlana I. Nihtyanova, Christopher P. Denton, Pietro Bosoni, Riccardo Bellazzi, Allan Tucker |
| 2019 | ICOST | Transfer Learning for Urban Landscape Clustering and Correlation with Health Indexes. | Riccardo Bellazzi, Alessandro Aldo Caldarone, Daniele Pala, Marica Franzini, Alberto Malovini, Cristiana Larizza, Vittorio Casella |
| 2018 | AAAI | Integrating Environmental Data, Citizen Science and Personalized Predictive Modeling to Support Public Health in Cities: The PULSE WebGIS. | Enea Parimbelli, Daniele Pala, Riccardo Bellazzi, Cecilia Vera-Mnoz, Vittorio Casella |
| 2018 | CBMS | Predicting Disease Complications Using a Stepwise Hidden Variable Approach for Learning Dynamic Bayesian Networks. | Leila Yousefi, Allan Tucker, Mashael Al-Luhaybi, Lucia Sacchi, Riccardo Bellazzi, Luca Chiovato |
| 2017 | AIME | Data Fusion Approach for Learning Transcriptional Bayesian Networks. | Elisabetta Sauta, Andrea Demartini, Francesca Vitali, Alberto Riva, Riccardo Bellazzi |
| 2017 | AIME | Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports. | Natalia Viani, Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, Lucia Sacchi, Guergana K. Savova |
| 2017 | CBMS | Predicting Comorbidities Using Resampling and Dynamic Bayesian Networks with Latent Variables. | Leila Yousefi, Lucia Sacchi, Riccardo Bellazzi, Luca Chiovato, Allan Tucker |
| 2016 | AMIA | Hierarchical Bayesian Logistic Regression to forecast metabolic control in type 2 DM patients. | Arianna Dagliati, Alberto Malovini, Pasquale De Cata, Giulia Cogni, Marsida Teliti, Lucia Sacchi, Carlo Cerra, Luca Chiovato, Riccardo Bellazzi |
| 2016 | AMIA | Information Extraction from Italian medical reports: first steps towards clinical timelines development. | Natalia Viani, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, Cristiana Larizza, Lucia Sacchi |
| 2016 | CBMS | Combining Unsupervised and Supervised Learning for Discovering Disease Subclasses. | Pietro Bosoni, Allan Tucker, Riccardo Bellazzi, Svetlana I. Nihtyanova, Christopher P. Denton |
| 2016 | CBMS | Out-of-Home Activity Recognition from GPS Data in Schizophrenic Patients. | Sonia Difrancesco, Paolo Fraccaro, Sabine van der Veer, Bader Alshoumr, John D. Ainsworth, Riccardo Bellazzi, Niels Peek |
| 2015 | AIME | Comparison of Probabilistic versus Non-probabilistic Electronic Nose Classification Methods in an Animal Model. | Camilla Colombo, Jan Hendrik Leopold, Lieuwe D. J. Bos, Riccardo Bellazzi, Ameen Abu-Hanna |
| 2015 | AIME | Running Genome Wide Data Analysis Using a Parallel Approach on a Cloud Platform. | Andrea Demartini, Davide Capozzi, Alberto Malovini, Riccardo Bellazzi |
| 2015 | AIME | A Genomic Data Fusion Framework to Exploit Rare and Common Variants for Association Discovery. | Simone Marini, Ivan Limongelli, Ettore Rizzo, Tan Da, Riccardo Bellazzi |
| 2015 | AIME | Collaborative Filtering for Estimating Health Related Utilities in Decision Support Systems. | Enea Parimbelli, Silvana Quaglini, Riccardo Bellazzi, John H. Holmes |
| 2015 | IGARSS | Inferring air quality maps from remotely sensed data to exploit georeferenced clinical onsets: The Pavia 2013 case. | Andrea Marinoni, Arianna Dagliati, Riccardo Bellazzi, Paolo Gamba |
| 2014 | AMIA | Handling Clinical and Next Generation Sequencing data: new strategies in i2b2 and tranSMART. | Shawn N. Murphy, Riccardo Bellazzi, Matteo Gabetta, Paul Avillach, Lori C. Phillips |
| 2013 | AIME | Knowledge-Based Identification of Multicomponent Therapies. | Francesca Vitali, Francesca Mulas, Pietro Marini, Riccardo Bellazzi |
| 2013 | AMIA | Biomedical and Healthcare Analytics on Big Data. | Niels Peek, Jimeng Sun, John H. Holmes, Fernando Martn-Snchez, Riccardo Bellazzi |
| 2013 | AMIA | Mining Careflow Patterns in data warehouses of breast cancer patients. | Lucia Sacchi, Daniele Segagni, Arianna Dagliati, Alberto Zambelli, Riccardo Bellazzi |
| 2012 | AMIA | Report From European Summit On Trustworthy Reuse Of Health Data. | Charles Safran, Antoine Geissbhler, Riccardo Bellazzi, Iain E. Buchan, Steven E. Labkoff |
| 2011 | AIME | A Data Mining Library for miRNA Annotation and Analysis. | Angelo Nuzzo, Riccardo Beretta, Francesca Mulas, Valerie Roobrouck, Catherine M. Verfaillie, Blaz Zupan, Riccardo Bellazzi |
| 2011 | AIME | Ranking and 1-Dimensional Projection of Cell Development Transcription Profiles. | Lan Zagar, Francesca Mulas, Riccardo Bellazzi, Blaz Zupan |
| 2010 | ICCBR | Translational Bioinformatics: Challenges and Opportunities for Case-Based Reasoning and Decision Support. | Riccardo Bellazzi, Cristiana Larizza, Matteo Gabetta, Giuseppe Milani, Angelo Nuzzo, Valentina Favalli, Eloisa Arbustini |
| 2009 | AIME | Temporal Data Mining of HIV Registries: Results from a 25 Years Follow-Up. | Paloma Chausa, Csar Cceres, Lucia Sacchi, Agathe Len, Felipe Garca, Riccardo Bellazzi, Enrique J. Gmez |
| 2009 | AIME | Mining Healthcare Data with Temporal Association Rules: Improvements and Assessment for a Practical Use. | Stefano Concaro, Lucia Sacchi, Carlo Cerra, Pietro Fratino, Riccardo Bellazzi |
| 2009 | AIME | On Quality of Different Annotation Sources for Gene Expression Analysis. | Francesca Mulas, Tomaz Curk, Riccardo Bellazzi, Blaz Zupan |
| 2009 | AIME | An Architecture for Automated Reasoning Systems for Genome-Wide Studies. | Angelo Nuzzo, Alberto Riva, Mario Stefanelli, Riccardo Bellazzi |
| 2009 | AMIA | A Temporal Abstraction Framework for Classifying Clinical Temporal Data. | Iyad Batal, Lucia Sacchi, Riccardo Bellazzi, Milos Hauskrecht |
| 2009 | AMIA | Temporal Data Mining for the Assessment of the Costs Related to Diabetes Mellitus Pharmacological Treatment. | Stefano Concaro, Lucia Sacchi, Carlo Cerra, Mario Stefanelli, Pietro Fratino, Riccardo Bellazzi |
| 2009 | FlAIRS | Multivariate Time Series Classification with Temporal Abstractions. | Iyad Batal, Lucia Sacchi, Riccardo Bellazzi, Milos Hauskrecht |
| 2008 | CBMS | Analysis and Visualization of Spatial Proteomic Data for Tissue Characterization. | Christian Fuchsberger, Heidi Hbl, Georg Schfer, Alexandre Pelzer, Georg Bartsch, Helmut Klocker, Nicola Barbarini, Riccardo Bellazzi, Wolfgang Wieder, Gnther Bonn |
| 2006 | AMIA | A New Approach for the Analysis of Mass Spectrometry Data for Biomarker Discovery. | Nicola Barbarini, Paolo Magni, Riccardo Bellazzi |
| 2006 | CBMS | Dynamic Bayesian Networks in Modelling Cellular Systems: a Critical Appraisal on Simulated Data. | Fulvia Ferrazzi, Paola Sebastiani, Isaac S. Kohane, Marco Ramoni, Riccardo Bellazzi |
| 2005 | AIME | Learning Rules with Complex Temporal Patterns in Biomedical Domains. | Lucia Sacchi, Riccardo Bellazzi, Cristiana Larizza, Riccardo Porreca, Paolo Magni |
| 2005 | AMIA | Comparison of two temporal abstraction procedures: a case study in prediction from monitoring data. | Marion Verduijn, Arianna Dagliati, Lucia Sacchi, Niels Peek, Riccardo Bellazzi, Evert de Jonge, Bas A. de Mol |
| 2005 | CBMS | Precedence Temporal Networks from Gene Expression Data. | Lucia Sacchi, Riccardo Bellazzi, Riccardo Porreca, Cristiana Larizza, Paolo Magni |
| 2003 | AIME | Quality Assessment of Hemodialysis Services through Temporal Data Mining. | Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Roberto Bellazzi |
| 2002 | AMIA | Multi-access Services for the Management of Diabetes Mellitus: The M2DM Project. | Riccardo Bellazzi, Giuliana Bensa, Eulalia Brugus, Ewart R. Carson, Claudio Cobelli, Derek G. Cramp, Giuseppe d'Annunzio, Pasquale De Cata, Alberto de Leiva, Tibor Deutsch, Pietro Fratino, Carmine Gazzaruso, Angel Garcia, Tams Gergely, Enrique J. Gmez, Fiona E. Harvey, Pietro Ferrari, Christiane Harras Friederich, M. Elena Hernando, Maged N. Kamel Boulos, Cristiana Larizza, Hans Ludekke, Monika Luebker, Alberto Maran, Gianluca Nucci, Fernando Ortiz Garcia, Cristina Pennati, Abdul V. Roudsari, Mercedes Rigla, Karsten Schutte, Mario Stefanelli |
| 2001 | AIME | Mining Data from a Knowledge Management Perspective: An Application to Outcome Prediction in Patients with Resectable Hepatocellular Carcinoma. | Riccardo Bellazzi, Ivano Azzini, Gianna Toffolo, Stefano Bacchetti, Mario Lise |
| 2001 | AIME | Integrating Different Methodologies for Insulin Therapy Support in Type 1 Diabetic Patients. | Stefania Montani, Paolo Magni, Abdul V. Roudsari, Ewart R. Carson, Riccardo Bellazzi |
| 2001 | AMIA | Supervised Implementation of Guidelines for Diabetes Management on the World Wide Web. | Riccardo Bellazzi, Stefania Montani, M. Arcelloni, Pasquale De Cata, Carmine Gazzaruso, R. Giacchero, Pietro Fratino |
| 2000 | AMIA | Exploiting multi-modal reasoning for knowledge management and decision support: an evaluation study. | Stefania Montani, Riccardo Bellazzi |
| 2000 | ECAI | Artificial Intelligence Techniques for Diabetes Management: the T-IDDM Project. | Stefania Montani, Riccardo Bellazzi, Alberto Riva, Cristiana Larizza, Luigi Portinale, Mario Stefanelli |
| 1999 | AMIA | Integrating case based and rule based reasoning in a decision support system: evaluation with simulated patients. | Stefania Montani, Riccardo Bellazzi |
| 1999 | ICCBR | Integrating Rule-Based and Case-Based Decision Making in Diabetic Patient Management. | Riccardo Bellazzi, Stefania Montani, Luigi Portinale, Alberto Riva |
| 1999 | IJCAI | A Qualitative-Fuzzy Framework for Nonlinear Black-Box System Identification. | Riccardo Bellazzi, Raffaella Guglielmann, Liliana Ironi |
| 1998 | AMIA | Mining biomedical time series by combining structural analysis and temporal abstractions. | Riccardo Bellazzi, Paolo Magni, Cristiana Larizza, Giuseppe De Nicolao, Alberto Riva, Mario Stefanelli |
| 1998 | AMIA | A Web-Based System for Diabetes Management: The Technical and Clinical Infrastructure. | Riccardo Bellazzi, Alberto Riva, Stefania Montani, Cristiana Larizza, Stefano Fiocchi, Giuseppe d'Annunzio, Renata Lorini, A. Monteforte, Mario Stefanelli |
| 1997 | AIME | Learning from Data Through the Integration of Qualitative Models and Fuzzy Systems. | Riccardo Bellazzi, Liliana Ironi, Raffaella Guglielmann, Mario Stefanelli |
| 1997 | AIME | Temporal Abstractions for Diabetic Patients Management. | Cristiana Larizza, Riccardo Bellazzi, Alberto Riva |
| 1997 | IDA | Interpreting Longitudinal Data through Temporal Abstractions: An Application to Diabetic Patients Monitoring. | Riccardo Bellazzi, Cristiana Larizza, Alberto Riva |
| 1996 | ECAI | Causal Probabilistic Networks for Dynamic Modeling. | Riccardo Bellazzi |
| 1995 | AIME | High Level Control Strategies for Diabetes Therapy. | Alberto Riva, Riccardo Bellazzi |
| 1992 | CBMS | GAMEES II: an environment for building probabilistic expert systems based on arrays of Bayesian belief networks. | Riccardo Bellazzi, Silvana Quaglini, Carlo Berzuini |
| 1991 | AIME | Cytotoxic Chemotherapy Monitoring Using Stochastic Simulation on Graphical Models. | Riccardo Bellazzi, Carlo Berzuini, Silvana Quaglini, David J. Spiegelhalter, Mark Leaning |
| 1991 | AIME | A Blackboard Control Architecture for Therapy Planning. | Silvana Quaglini, Riccardo Bellazzi, Carlo Berzuini, Mario Stefanelli, Giovanni Barosi |
| 1991 | UAI | Bayesian Networks Applied to Therapy Monitoring. | Carlo Berzuini, David J. Spiegelhalter, Riccardo Bellazzi |
| 1989 | AIME | Therapy Planning by Combining Ai and Decision Theoretic Techniques. | Silvana Quaglini, Carlo Berzuini, Riccardo Bellazzi, Mario Stefanelli, Giovanni Barosi |