Riccardo Bellazzi

282 papers A* 1A 3B 43C 5Misc 21Journal 132Unranked 74

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Artificial intelligence use and performance in detecting and predicting healthcare-associated infections: A systematic review. Artif. Intell. Medicine Chiara Barbati, Luca Viviani, Riccardo Vecchio, Guglielmo Arzilli, Luigi De Angelis, Francesco Baglivo, Lucia Sacchi, Riccardo Bellazzi, Caterina Rizzo, Anna Odone
2026	J	`jnl`	The association of environmental exposure with multiple sclerosis severity score: A study based on sequential data modeling. Int. J. Medical Informatics Mahin Vazifehdan, Pietro Bosoni, Erica Tavazzi, Enrico Longato, Eleonora Tavazzi, Roberto Bergamaschi, Barbara Di Camillo, Ameen Abu-Hanna, Riccardo Bellazzi, Arianna Dagliati
2025	—	`ed.`	Artificial Intelligence in Medicine - 23rd International Conference, AIME 2025, Pavia, Italy, June 23-26, 2025, Proceedings, Part I AIME (1) Riccardo Bellazzi, José Manuel Juarez Herrero, Lucia Sacchi, Blaz Zupan
2025	—	`ed.`	Artificial Intelligence in Medicine - 23rd International Conference, AIME 2025, Pavia, Italy, June 23-26, 2025, Proceedings, Part II AIME (2) Riccardo Bellazzi, José Manuel Juarez Herrero, Lucia Sacchi, Blaz Zupan
2025	—	`conf`	Combining Clinical and Gene Expression Variables via Knowledge Graph Embedding for Prediction of Coronary Artery Stenosis. AIME (1) Giuseppe Albi, Arianna Dagliati, Chiara Vavassori, Laura Pisani, Mattia Chiesa, Luca Piacentini, Saima Mushtaq, Gianluca Pontone, Riccardo Bellazzi, Gualtiero I. Colombo
2025	—	`conf`	Deep Learning Model Predicts Relapse Occurrence in Multiple Sclerosis Via Sequences of Environmental Data. BIBM Enrico Longato, Erica Tavazzi, Anna Milani, Elena Marinello, Pietro Bosoni, Arianna Dagliati, Mahin Vazifehdan, Riccardo Bellazzi, Isotta Trescato, Alessandro Guazzo, Martina Vettoretti, Eleonora Tavazzi, Lara Ahmad, Roberto Bergamaschi, Paola Cavalla, Umberto Manera, Adriano Chiò, Barbara Di Camillo
2025	—	`conf`	Effect of Environmental Personal Exposure on Amyotrophic Lateral Sclerosis Disease Progression. ICHI Pietro Bosoni, Irene Aiello, Umberto Manera, Marta Gromicho, Inês Alves, Barbara Di Camillo, Mamede de Carvalho, Adriano Chiò, Riccardo Bellazzi, Arianna Dagliati
2025	—	`conf`	Enhancing RAGs for Rheumatology Triage: Strategies for Optimized Knowledge Retrieval. AIME (2) Tommaso Mario Buonocore, Emanuele Cardinale, Garifallia Sakellariou, Riccardo Bellazzi, Lucia Sacchi
2025	J	`jnl`	How good is your synthetic data? SynthRO, a dashboard to evaluate and benchmark synthetic tabular data. BMC Medical Informatics Decis. Mak. Gabriele Santangelo, Giovanna Nicora, Riccardo Bellazzi, Arianna Dagliati
2025	J	`jnl`	Longitudinal Missing Data Imputation for Predicting Disability Stage of Patients with Multiple Sclerosis. CoRR Mahin Vazifehdan, Pietro Bosoni, Daniele Pala, Eleonora Tavazzi, Roberto Bergamaschi, Riccardo Bellazzi, Arianna Dagliati
2025	J	`jnl`	RelAI: an automated approach to judge pointwise ML prediction reliability. Int. J. Medical Informatics Lorenzo Peracchio, Giovanna Nicora, Enea Parimbelli, Tommaso Mario Buonocore, Eleonora Tavazzi, Roberto Bergamaschi, Arianna Dagliati, Riccardo Bellazzi
2025	J	`jnl`	SARITA: a large language model for generating the S1 subunit of the SARS-CoV-2 spike protein. Briefings Bioinform. Simone Rancati, Giovanna Nicora, Laura Bergomi, Tommaso Mario Buonocore, Daniel M. Czyz, Enea Parimbelli, Riccardo Bellazzi, Marco Salemi, Mattia Prosperi, Simone Marini
2025	—	`conf`	Temporal Characterization of Glycemia Risk Index Sequences through Random Walk Bayesian Clustering. ICHI Francesca Pescol, Pietro Bosoni, Stefania Ghilotti, Pasquale De Cata, Valentina Tibollo, Arianna Dagliati, Fulvia Ferrazzi, Lucia Sacchi, Riccardo Bellazzi
2025	—	`conf`	Upper Limb Movements Simulations with Generative Diffusion Models. AIME (2) Gabriele Santangelo, Chiara Alessi, Nikolas Sacchi, Giovanna Nicora, Riccardo Bellazzi, Antonella Ferrara, Arianna Dagliati
2025	J	`jnl`	Which explanations do clinicians prefer? A comparative evaluation of XAI understandability and actionability in predicting the need for hospitalization. BMC Medical Informatics Decis. Mak. Laura Bergomi, Giovanna Nicora, Marta Anna Orlowska, Chiara Podrecca, Riccardo Bellazzi, Caterina Fregosi, Francesco Salinaro, Marco Bonzano, Giuseppe Crescenzi, Francesco Speciale, Santi Di Pietro, Valentina Zuccaro, Erika Asperges, Paolo Sacchi, Pietro Valsecchi, Elisabetta Pagani, Michele Catalano, Chandra Bortolotto, Lorenzo Preda, Enea Parimbelli
2024	—	`conf`	Assessing a Personalized, Hybrid, and Generic Approach for Glucose Prediction in Type 1 Diabetes. BIBM Pietro Bosoni, Morten Hasselstrøm Jensen, Riccardo Bellazzi, Simon Lebech Cichosz
2024	J	`jnl`	Bayesian Networks in the Management of Hospital Admissions: A Comparison between Explainable AI and Black Box AI during the Pandemic. J. Imaging Giovanna Nicora, Michele Catalano, Chandra Bortolotto, Marina Francesca Achilli, Gaia Messana, Antonio Lo Tito, Alessio Consonni, Sara Cutti, Federico Comotto, Giulia Maria Stella, Angelo Corsico, Stefano Perlini, Riccardo Bellazzi, Raffaele Bruno, Lorenzo Preda
2024	J	`jnl`	CAD-RADS scoring of coronary CT angiography with Multi-Axis Vision Transformer: A clinically-inspired deep learning pipeline. Comput. Methods Programs Biomed. Alessia Gerbasi, Arianna Dagliati, Giuseppe Albi, Mattia Chiesa, Daniele Andreini, Andrea Baggiano, Saima Mushtaq, Gianluca Pontone, Riccardo Bellazzi, Gualtiero Colombo
2024	—	`conf`	Continuous Markov Models for Analyzing the Effect of Environmental Personal Exposure on Multiple Sclerosis Progression. pHealth Pietro Bosoni, Eleonora Tavazzi, Riccardo Bellazzi, Roberto Bergamaschi, Arianna Dagliati
2024	—	`conf`	Do You Trust Your Model Explanations? An Analysis of XAI Performance Under Dataset Shift. AIME (2) Lorenzo Peracchio, Giovanna Nicora, Tommaso Mario Buonocore, Riccardo Bellazzi, Enea Parimbelli
2024	J	`jnl`	Evaluation of Predictive Reliability to Foster Trust in Artificial Intelligence. A case study in Multiple Sclerosis. CoRR Lorenzo Peracchio, Giovanna Nicora, Enea Parimbelli, Tommaso Mario Buonocore, Roberto Bergamaschi, Eleonora Tavazzi, Arianna Dagliati, Riccardo Bellazzi
2024	J	`jnl`	Exploring the Impact of Environmental Pollutants on Multiple Sclerosis Progression. CoRR Elena Marinello, Erica Tavazzi, Enrico Longato, Pietro Bosoni, Arianna Dagliati, Mahin Vazifehdan, Riccardo Bellazzi, Isotta Trescato, Alessandro Guazzo, Martina Vettoretti, Eleonora Tavazzi, Lara Ahmad, Roberto Bergamaschi, Paola Cavalla, Umberto Manera, Adriano Chiò, Barbara Di Camillo
2024	J	`jnl`	Forecasting dominance of SARS-CoV-2 lineages by anomaly detection using deep AutoEncoders. Briefings Bioinform. Simone Rancati, Giovanna Nicora, Mattia Prosperi, Riccardo Bellazzi, Marco Salemi, Simone Marini
2024	J	`jnl`	Forecasting glucose values for patients with type 1 diabetes using heart rate data. Comput. Methods Programs Biomed. Raffaele Giancotti, Pietro Bosoni, Patrizia Vizza, Giuseppe Tradigo, Agostino Gnasso, Pietro Hiram Guzzi, Riccardo Bellazzi, Concetta Irace, Pierangelo Veltri
2024	—	`conf`	Land Use Regression on Interpolated Urban Graphs to Assess Personal Exposure to Air Pollution. BIBM Daniele Pala, Giacomo Zagami, Pietro Bosoni, Mahin Vazifehdan, Riccardo Bellazzi, Arianna Dagliati
2024	—	`conf`	Machine Learning Models Highlight the Impact of Pollution and Weather Patterns on Relapse Occurrence in Multiple Sclerosis Patients. BIBM Elena Marinello, Erica Tavazzi, Enrico Longato, Pietro Bosoni, Arianna Dagliati, Mahin Vazifehdan, Riccardo Bellazzi, Isotta Trescato, Alessandro Guazzo, Martina Vettoretti, Eleonora Tavazzi, Lara Ahmad, Roberto Bergamaschi, Paola Cavalla, Umberto Manera, Adriano Chiò, Barbara Di Camillo
2024	—	`conf`	Predicting Multiple Sclerosis Relapses Using Patient Exposure Trajectories. CLEF (Working Notes) Pietro Bosoni, Mahin Vazifehdan, Daniele Pala, Eleonora Tavazzi, Roberto Bergamaschi, Riccardo Bellazzi, Arianna Dagliati
2024	J	`jnl`	Reshaping Free-Text Radiology Notes Into Structured Reports With Generative Transformers. CoRR Laura Bergomi, Tommaso Mario Buonocore, Paolo Antonazzo, Lorenzo Alberghi, Riccardo Bellazzi, Lorenzo Preda, Chandra Bortolotto, Enea Parimbelli
2024	J	`jnl`	Reshaping free-text radiology notes into structured reports with generative question answering transformers. Artif. Intell. Medicine Laura Bergomi, Tommaso Mario Buonocore, Paolo Antonazzo, Lorenzo Alberghi, Riccardo Bellazzi, Lorenzo Preda, Chandra Bortolotto, Enea Parimbelli
2024	—	`conf`	Sequencing Efforts and Epidemiological Trends: Analyzing SARS-CoV-2 Dynamics Across European Nations. BIBM Simone Rancati, Daniele Pala, Simone Marini, Marco Salemi, Riccardo Bellazzi, Giovanna Nicora
2024	—	`conf`	SynthCheck: A Dashboard for Synthetic Data Quality Assessment. BIOSTEC (2) Gabriele Santangelo, Giovanna Nicora, Riccardo Bellazzi, Arianna Dagliati
2023	B	`conf`	A Rule-Free Approach for Cardiological Registry Filling from Italian Clinical Notes with Question Answering Transformers. AIME Tommaso Mario Buonocore, Enea Parimbelli, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi
2023	B	`conf`	A Topological Data Analysis Framework for Computational Phenotyping. AIME Giuseppe Albi, Alessia Gerbasi, Mattia Chiesa, Gualtiero I. Colombo, Riccardo Bellazzi, Arianna Dagliati
2023	J	`jnl`	A comparative study of the definitions of intradialytic hypotension correlated with increased mortality to identify universal predictors. Int. J. Medical Informatics Laurence S. Q. N. Ngankem, Cristiana Larizza, Antonino Nocera, Giuseppe Rombolà, Silvana Quaglini, Riccardo Bellazzi, Maria Laura Costantino, Giustina Casagrande
2023	J	`jnl`	Advancing Italian Biomedical Information Extraction with Large Language Models: Methodological Insights and Multicenter Practical Application. CoRR Claudio Crema, Tommaso Mario Buonocore, Silvia Fostinelli, Enea Parimbelli, Federico Verde, Cira Fundarò, Marina Manera, Matteo Cotta Ramusino, Marco Capelli, Alfredo Costa, Giuliano Binetti, Riccardo Bellazzi, Alberto Redolfi
2023	J	`jnl`	Advancing Italian biomedical information extraction with transformers-based models: Methodological insights and multicenter practical application. J. Biomed. Informatics Claudio Crema, Tommaso Mario Buonocore, Silvia Fostinelli, Enea Parimbelli, Federico Verde, Cira Fundarò, Marina Manera, Matteo Cotta Ramusino, Marco Capelli, Alfredo Costa, Giuliano Binetti, Riccardo Bellazzi, Alberto Redolfi
2023	J	`jnl`	Artificial intelligence and statistical methods for stratification and prediction of progression in amyotrophic lateral sclerosis: A systematic review. Artif. Intell. Medicine Erica Tavazzi, Enrico Longato, Martina Vettoretti, Helena Aidos, Isotta Trescato, Chiara Roversi, Andreia S. Martins, Eduardo N. Castanho, Ruben Branco, Diogo F. Soares, Alessandro Guazzo, Giovanni Birolo, Daniele Pala, Pietro Bosoni, Adriano Chiò, Umberto Manera, Mamede de Carvalho, Bruno Miranda, Marta Gromicho, Inês Alves, Riccardo Bellazzi, Arianna Dagliati, Piero Fariselli, Sara C. Madeira, Barbara Di Camillo
2023	J	`jnl`	Bioengineering and medical informatics education in MD programs: perspectives from three Italian experiences. Int. J. Medical Informatics Riccardo Bellazzi, Maurizio Cecconi, Maria Laura Costantino, Pierangelo Veltri
2023	J	`jnl`	CAD-RADS scoring of coronary CT angiography with Multi-Axis Vision Transformer: a clinically-inspired deep learning pipeline. CoRR Alessia Gerbasi, Arianna Dagliati, Giuseppe Albi, Mattia Chiesa, Daniele Andreini, Andrea Baggiano, Saima Mushtaq, Gianluca Pontone, Riccardo Bellazzi, Gualtiero Colombo
2023	J	`jnl`	DeepMiCa: Automatic segmentation and classification of breast MIcroCAlcifications from mammograms. Comput. Methods Programs Biomed. Alessia Gerbasi, Greta Clementi, Fabio Corsi, Sara Albasini, Alberto Malovini, Silvana Quaglini, Riccardo Bellazzi
2023	J	`jnl`	Localizing in-domain adaptation of transformer-based biomedical language models. J. Biomed. Informatics Tommaso Mario Buonocore, Claudio Crema, Alberto Redolfi, Riccardo Bellazzi, Enea Parimbelli
2023	—	`conf`	Machine Learning Applied to Electronic Health Record Data: Opportunities and Challenges. BIOSTEC Riccardo Bellazzi
2023	—	`conf`	Predicting and Explaining Risk of Disease Worsening Using Temporal Features in Multiple Sclerosis. CLEF (Working Notes) Tommaso Mario Buonocore, Pietro Bosoni, Giovanna Nicora, Mahin Vazifehdan, Riccardo Bellazzi, Enea Parimbelli, Arianna Dagliati
2023	J	`jnl`	Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions. Artif. Intell. Medicine Enea Parimbelli, Tommaso Mario Buonocore, Giovanna Nicora, Wojtek Michalowski, Szymon Wilk, Riccardo Bellazzi
2022	Misc	`conf`	A Deductive Data-Driven Pipeline Powered by MLHO for Post-Acute Sequelae of COVID-19 (PASC) Phenotyping. AMIA Arianna Dagliati, Zachary H. Strasser, Rebecca Mesa, Zahra Shakeri, Alaleh Azhir, Riccardo Bellazzi, Shawn N. Murphy, Hossein Estiri
2022	J	`jnl`	A manifesto on explainability for artificial intelligence in medicine. Artif. Intell. Medicine Carlo Combi, Beatrice Amico, Riccardo Bellazzi, Andreas Holzinger, Jason H. Moore, Marinka Zitnik, John H. Holmes
2022	—	`conf`	Dynamic Prediction of Non-Neutral SARS-Cov-2 Variants Using Incremental Machine Learning. MIE Giovanna Nicora, Simone Marini, Marco Salemi, Riccardo Bellazzi
2022	J	`jnl`	Evaluating pointwise reliability of machine learning prediction. J. Biomed. Informatics Giovanna Nicora, Miguel Rios, Ameen Abu-Hanna, Riccardo Bellazzi
2022	J	`jnl`	International electronic health record-derived post-acute sequelae profiles of COVID-19 patients. npj Digit. Medicine Harrison G. Zhang, Arianna Dagliati, Zahra Shakeri Hossein Abad, Xin Xiong, Clara-Lea Bonzel, Zongqi Xia, Bryce W. Q. Tan, Paul Avillach, Gabriel A. Brat, Chuan Hong, Michele Morris, Shyam Visweswaran, Lav P. Patel, Alba Gutiérrez-Sacristán, David A. Hanauer, John H. Holmes, Malarkodi Jebathilagam Samayamuthu, Florence T. Bourgeois, Sehi L'Yi, Sarah E. Maidlow, Bertrand Moal, Shawn N. Murphy, Zachary H. Strasser, Antoine Neuraz, Kee Yuan Ngiam, Ne-Hooi Will Loh, Gilbert S. Omenn, Andrea Prunotto, Lauren A. Dalvin, Jeffrey G. Klann, Petra Schubert, Fernando J. Sanz Vidorreta, Vincent Benoit, Guillaume Verdy, Ramakanth Kavuluru, Hossein Estiri, Yuan Luo, Alberto Malovini, Valentina Tibollo, Riccardo Bellazzi, Kelly Cho, Yuk-Lam Ho, Amelia L. M. Tan, Byorn W. L. Tan, Nils Gehlenborg, Sara Lozano-Zahonero, Vianney Jouhet, Luca Chiovato, Bruce J. Aronow, Emma M. S. Toh, Wei Gen Scott Wong, Sara Pizzimenti, Kavishwar B. Wagholikar, Mauro Bucalo, Tianxi Cai, Andrew M. South, Isaac S. Kohane, Griffin M. Weber
2022	J	`jnl`	Localising In-Domain Adaptation of Transformer-Based Biomedical Language Models. CoRR Tommaso Mario Buonocore, Claudio Crema, Alberto Redolfi, Riccardo Bellazzi, Enea Parimbelli
2022	J	`jnl`	SurvMaximin: Robust federated approach to transporting survival risk prediction models. J. Biomed. Informatics Xuan Wang, Harrison G. Zhang, Xin Xiong, Chuan Hong, Griffin M. Weber, Gabriel A. Brat, Clara-Lea Bonzel, Yuan Luo, Rui Duan, Nathan P. Palmer, Meghan R. Hutch, Alba Gutiérrez-Sacristán, Riccardo Bellazzi, Luca Chiovato, Kelly Cho, Arianna Dagliati, Hossein Estiri, Noelia García-Barrio, Romain Griffier, David A. Hanauer, Yuk-Lam Ho, John H. Holmes, Mark S. Keller, Jeffrey G. Klann, Sehi L'Yi, Sara Lozano-Zahonero, Sarah E. Maidlow, Adeline Makoudjou, Alberto Malovini, Bertrand Moal, Jason H. Moore, Michele Morris, Danielle L. Mowery, Shawn N. Murphy, Antoine Neuraz, Kee Yuan Ngiam, Gilbert S. Omenn, Lav P. Patel, Miguel Pedrera-Jiménez, Andrea Prunotto, Malarkodi J. Samayamuthu, Fernando J. Sanz Vidorreta, Emily Schriver, Petra Schubert, Pablo Serrano-Balazote, Andrew M. South, Amelia L. M. Tan, Byorn W. L. Tan, Valentina Tibollo, Patric Tippmann, Shyam Visweswaran, Zongqi Xia, William Yuan, Daniela Zöller, Isaac S. Kohane, Paul Avillach, Zijian Guo, Tianxi Cai
2022	B	`conf`	The PERISCOPE Data Atlas: A Demonstration of Release v1.2. AIME Enea Parimbelli, Cristiana Larizza, Vladimir Urosevic, Andrea Pogliaghi, Manuel Ottaviano, Cindy Cheng, Vincent Benoit, Daniele Pala, Vittorio Casella, Riccardo Bellazzi, Paolo Giudici
2021	B	`conf`	A Topological Data Analysis Mapper of the Ovarian Folliculogenesis Based on MALDI Mass Spectrometry Imaging Proteomics. AIME Giulia Campi, Giovanna Nicora, Giulia Fiorentino, Andrew Smith, Fulvio Magni, Silvia Garagna, Maurizio Zuccotti, Riccardo Bellazzi
2021	—	`conf`	ALFABETO: Supporting COVID-19 Hospital Admissions with Bayesian Networks. SMARTERCARE@AI*IA Giovanna Nicora, Antonio Lo Tito, Antonella Donatelli, Giovanni Callea, Carla Biasibetti, Maria Vittoria Galli, Federico Comotto, Chandra Bortolotto, Stefano Perlini, Lorenzo Preda, Riccardo Bellazzi
2021	J	`jnl`	Health informatics and EHR to support clinical research in the COVID-19 pandemic: an overview. Briefings Bioinform. Arianna Dagliati, Alberto Malovini, Valentina Tibollo, Riccardo Bellazzi
2021	Misc	`conf`	Temporal Phenotypic Pathways of Post-Acute Sequelae of SARS-CoV-2 by an International Consortium for Clinical Characterization of COVID-19 (4CE). AMIA Shawn N. Murphy, Hossein Estiri, Arianna Dagliati, Riccardo Bellazzi, John H. Holmes
2021	J	`jnl`	The Gene Mover's Distance: Single-cell similarity via Optimal Transport. CoRR Riccardo Bellazzi, Andrea Codegoni, Stefano Gualandi, Giovanna Nicora, Eleonora Vercesi
2021	J	`jnl`	Tree-based local explanations of machine learning model predictions, AraucanaXAI. CoRR Enea Parimbelli, Giovanna Nicora, Szymon Wilk, Wojtek Michalowski, Riccardo Bellazzi
2021	J	`jnl`	Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data. J. Am. Medical Informatics Assoc. Jeffrey G. Klann, Hossein Estiri, Griffin M. Weber, Bertrand Moal, Paul Avillach, Chuan Hong, Amelia L. M. Tan, Brett K. Beaulieu-Jones, Victor M. Castro, Thomas Maulhardt, Alon Geva, Alberto Malovini, Andrew M. South, Shyam Visweswaran, Michele Morris, Malarkodi J. Samayamuthu, Gilbert S. Omenn, Kee Yuan Ngiam, Kenneth D. Mandl, Martin Boeker, Karen L. Olson, Danielle L. Mowery, Robert W. Follett, David A. Hanauer, Riccardo Bellazzi, Jason H. Moore, Ne-Hooi Will Loh, Douglas S. Bell, Kavishwar B. Wagholikar, Luca Chiovato, Valentina Tibollo, Siegbert Rieg, Anthony L. L. J. Li, Vianney Jouhet, Emily Schriver, Zongqi Xia, Meghan Hutch, Yuan Luo, Isaac S. Kohane, Gabriel A. Brat, Shawn N. Murphy
2020	J	`jnl`	A Bayesian data fusion based approach for learning genome-wide transcriptional regulatory networks. BMC Bioinform. Elisabetta Sauta, Andrea Demartini, Francesca Vitali, Alberto Riva, Riccardo Bellazzi
2020	Misc	`conf`	A Reliable Machine Learning Approach applied to Single-Cell Classification in Acute Myeloid Leukemia. AMIA Giovanna Nicora, Riccardo Bellazzi
2020	J	`jnl`	A continuous-time Markov model approach for modeling myelodysplastic syndromes progression from cross-sectional data. J. Biomed. Informatics Giovanna Nicora, F. Moretti, Elisabetta Sauta, Matteo Giovanni Della Porta, Luca Malcovati, Mario Cazzola, Silvana Quaglini, Riccardo Bellazzi
2020	J	`jnl`	A survey on single and multi omics data mining methods in cancer data classification. J. Biomed. Informatics Zahra Momeni, Esmail Hassanzadeh, Mohammad Saniee Abadeh, Riccardo Bellazzi
2020	B	`conf`	Deep Learning Applied to Blood Glucose Prediction from Flash Glucose Monitoring and Fitbit Data. AIME Pietro Bosoni, Marco Meccariello, Valeria Calcaterra, Cristiana Larizza, Lucia Sacchi, Riccardo Bellazzi
2020	J	`jnl`	Deep Learning to Unveil Correlations between Urban Landscape and Population Health. Sensors Daniele Pala, Alessandro Aldo Caldarone, Marica Franzini, Alberto Malovini, Cristiana Larizza, Vittorio Casella, Riccardo Bellazzi
2020	Misc	`conf`	Explainable Artificial Intelligence (XAI): Current Approaches and Paths to the Future. AMIA John H. Holmes, Riccardo Bellazzi, Carlo Combi, Jason H. Moore, Niels Peek
2020	J	`jnl`	Integrating machine learning techniques and physiology based heart rate features for antepartum fetal monitoring. Comput. Methods Programs Biomed. Maria G. Signorini, Nicolò Pini, Alberto Malovini, Riccardo Bellazzi, Giovanni Magenes
2020	J	`jnl`	International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium. npj Digit. Medicine Gabriel A. Brat, Griffin M. Weber, Nils Gehlenborg, Paul Avillach, Nathan P. Palmer, Luca Chiovato, James J. Cimino, Lemuel R. Waitman, Gilbert S. Omenn, Alberto Malovini, Jason H. Moore, Brett K. Beaulieu-Jones, Valentina Tibollo, Shawn N. Murphy, Sehi L'Yi, Mark S. Keller, Riccardo Bellazzi, David A. Hanauer, Arnaud Serret-Larmande, Alba Gutiérrez-Sacristán, John J. Holmes, Douglas S. Bell, Kenneth D. Mandl, Robert W. Follett, Jeffrey G. Klann, Douglas A. Murad, Luigia Scudeller, Mauro Bucalo, Katie G. Kirchoff, Jean B. Craig, Jihad S. Obeid, Vianney Jouhet, Romain Griffier, Sébastien Cossin, Bertrand Moal, Lav P. Patel, Antonio Bellasi, Hans-Ulrich Prokosch, Detlef Kraska, Piotr Sliz, Amelia L. M. Tan, Kee Yuan Ngiam, Alberto Zambelli, Danielle L. Mowery, Emily Schriver, Batsal Devkota, Robert L. Bradford, Mohamad Daniar, Christel Daniel, Vincent Benoit, Romain Bey, Nicolas Paris, Patricia Serre, Nina Orlova, Julien Dubiel, Martin Hilka, Anne-Sophie Jannot, Stéphane Bréant, Judith Leblanc, Nicolas Griffon, Anita Burgun, Mélodie Bernaux, Arnaud Sandrin, Elisa Salamanca, Sylvie Cormont, Thomas Ganslandt, Tobias Gradinger, Julien Champ, Martin Boeker, Patricia Martel, Loic Estève, Alexandre Gramfort, Olivier Grisel, Damien Leprovost, Thomas Moreau, Gaël Varoquaux, Jill-Jênn Vie, Demian Wassermann, Arthur Mensch, Charlotte Caucheteux, Christian Haverkamp, Guillaume Lemaitre, Silvano Bosari, Ian D. Krantz, Andrew M. South, Tianxi Cai, Isaac S. Kohane
2020	J	`jnl`	Mining post-surgical care processes in breast cancer patients. Artif. Intell. Medicine Lorenzo Chiudinelli, Arianna Dagliati, Valentina Tibollo, Sara Albasini, Nophar Geifman, Niels Peek, John H. Holmes, Fabio Corsi, Riccardo Bellazzi, Lucia Sacchi
2020	J	`jnl`	Patient-Generated Health Data Integration and Advanced Analytics for Diabetes Management: The AID-GM Platform. Sensors Elisa Salvi, Pietro Bosoni, Valentina Tibollo, Lisanne Kruijver, Valeria Calcaterra, Lucia Sacchi, Riccardo Bellazzi, Cristiana Larizza
2020	J	`jnl`	SCOR: A secure international informatics infrastructure to investigate COVID-19. J. Am. Medical Informatics Assoc. Jean Louis Raisaro, Francesco Marino, Juan Ramón Troncoso-Pastoriza, Raphaelle Beau-Lejdstrom, Riccardo Bellazzi, Robert Murphy, Elmer V. Bernstam, Henry Wang, Mauro Bucalo, Yong Chen, Assaf Gottlieb, Arif Ozgun Harmanci, Miran Kim, Yejin Kim, Jeffrey G. Klann, Catherine Klersy, Bradley A. Malin, Marie Méan, Fabian Prasser, Luigia Scudeller, Ali Torkamani, Julien Vaucher, Mamta Puppala, Stephen T. C. Wong, Milana Frenkel-Morgenstern, Hua Xu, Baba Maiyaki Musa, Abdulrazaq G. Habib, Trevor Cohen, Adam B. Wilcox, Hamisu M. Salihu, Heidi Sofia, Xiaoqian Jiang, Jean-Pierre Hubaux
2020	C	`conf`	The PULSE Project: A Case of Use of Big Data Uses Toward a Cohomprensive Health Vision of City Well Being. ICOST Domenico Vito, Manuel Ottaviano, Riccardo Bellazzi, Cristiana Larizza, Vittorio Casella, Daniele Pala, Marica Franzini
2020	J	`jnl`	Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records. Artif. Intell. Medicine Arianna Dagliati, Nophar Geifman, Niels Peek, John H. Holmes, Lucia Sacchi, Riccardo Bellazzi, Seyed Erfan Sajjadi, Allan Tucker
2019	B	`conf`	A Rule-Based Expert System for Automatic Implementation of Somatic Variant Clinical Interpretation Guidelines. AIME Giovanna Nicora, Ivan Limongelli, Riccardo Cova, Matteo Giovanni Della Porta, Luca Malcovati, Mario Cazzola, Riccardo Bellazzi
2019	B	`conf`	A Semi-supervised Learning Approach for Pan-Cancer Somatic Genomic Variant Classification. AIME Giovanna Nicora, Simone Marini, Ivan Limongelli, Ettore Rizzo, Stefano Montoli, Francesca Floriana Tricomi, Riccardo Bellazzi
2019	B	`conf`	Agent-Based Models and Spatial Enablement: A Simulation Tool to Improve Health and Wellbeing in Big Cities. AIME Daniele Pala, John H. Holmes, José Pagán, Enea Parimbelli, Marica Teresa Rocca, Vittorio Casella, Riccardo Bellazzi
2019	—	`conf`	An Extension of the i2b2 Data Warehouse to Support REDCap Dynamic Data Pull. EFMI-STC Matteo Gabetta, Marco Mirabelli, Catherine Klersy, Valeria Musella, Gianpiero Rizzo, Paolo Pedrazzoli, Nicola Barbarini, Riccardo Bellazzi, Cristiana Larizza
2019	J	`jnl`	CBS-miRSeq: A comprehensive tool for accurate and extensive analyses of microRNA-sequencing data. Comput. Biol. Medicine Rupesh K. Kesharwani, Mattia Chiesa, Riccardo Bellazzi, Gualtiero I. Colombo
2019	—	`conf`	Clustering Cardiovascular Risk Trajectories of Patients with Type 2 Diabetes Using Process Mining. EMBC Joyce Pebesma, Antonio Martinez-Millana, Lucia Sacchi, Carlos Fernández-Llatas, Pasquale De Cata, Luca Chiovato, Riccardo Bellazzi, Vicente Traver
2019	B	`conf`	Latent Class Multi-Label Classification to Identify Subclasses of Disease for Improved Prediction. CBMS Awad Alsaid Alyousef, Svetlana I. Nihtyanova, Christopher P. Denton, Pietro Bosoni, Riccardo Bellazzi, Allan Tucker
2019	—	`conf`	Ontology-Driven Real World Evidence Extraction from Clinical Narratives. MedInfo Lorenzo Chiudinelli, Matteo Gabetta, G. Centorrino, Natalia Viani, Cristina Tasca, Alberto Zambelli, Mauro Bucalo, Arianna Ghirardi, Nicola Barbarini, Eleonora Sfreddo, Carlo Tondini, Riccardo Bellazzi, Lucia Sacchi
2019	J	`jnl`	Supervised methods to extract clinical events from cardiology reports in Italian. J. Biomed. Informatics Natalia Viani, Timothy A. Miller, Carlo Napolitano, Silvia G. Priori, Guergana K. Savova, Riccardo Bellazzi, Lucia Sacchi
2019	C	`conf`	Transfer Learning for Urban Landscape Clustering and Correlation with Health Indexes. ICOST Riccardo Bellazzi, Alessandro Aldo Caldarone, Daniele Pala, Marica Franzini, Alberto Malovini, Cristiana Larizza, Vittorio Casella
2019	J	`jnl`	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. Giuseppe Fico, Liss Hernández, Jorge Cancela, Arianna Dagliati, Lucia Sacchi, Antonio Martinez-Millana, Jorge Posada, Lidia Manero, Jose Verdú, Andrea Facchinetti, Manuel Ottaviano, Konstantia Zarkogianni, Konstantina S. Nikita, Leif Groop, Rafael Gabriel, Luca Chiovato, Vicente Traver, Juan Francisco Merino-Torres, Claudio Cobelli, Riccardo Bellazzi, María Teresa Arredondo
2018	J	`jnl`	A dashboard-based system for supporting diabetes care. J. Am. Medical Informatics Assoc. Arianna Dagliati, Lucia Sacchi, Valentina Tibollo, Giulia Cogni, Marsida Teliti, Antonio Martinez-Millana, Vicente Traver, Daniele Segagni, Jorge Posada, Manuel Ottaviano, Giuseppe Fico, María Teresa Arredondo, Pasquale De Cata, Luca Chiovato, Riccardo Bellazzi
2018	—	`conf`	AID-GM: An Advanced System Supporting Continuous Monitoring of T1DM Patients. MIE Elisa Salvi, Lucia Sacchi, Alexandra Madè, Valeria Calcaterra, Riccardo Bellazzi, Cristiana Larizza
2018	—	`conf`	Automatic Processing of Anatomic Pathology Reports in the Italian Language to Enhance the Reuse of Clinical Data. MIE Natalia Viani, Lorenzo Chiudinelli, Cristina Tasca, Alberto Zambelli, Mauro Bucalo, Arianna Ghirardi, Nicola Barbarini, Eleonora Sfreddo, Lucia Sacchi, Carlo Tondini, Riccardo Bellazzi
2018	J	`jnl`	Big Data as a Driver for Clinical Decision Support Systems: A Learning Health Systems Perspective. Frontiers Digit. Humanit. Arianna Dagliati, Valentina Tibollo, Lucia Sacchi, Alberto Malovini, Ivan Limongelli, Matteo Gabetta, Carlo Napolitano, Andrea Mazzanti, Pasquale De Cata, Luca Chiovato, Silvia G. Priori, Riccardo Bellazzi
2018	J	`jnl`	Incorporating repeating temporal association rules in Naïve Bayes classifiers for coronary heart disease diagnosis. J. Biomed. Informatics Kalia Orphanou, Arianna Dagliati, Lucia Sacchi, Athena Stassopoulou, Elpida Keravnou, Riccardo Bellazzi
2018	J	`jnl`	Information extraction from Italian medical reports: An ontology-driven approach. Int. J. Medical Informatics Natalia Viani, Cristiana Larizza, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, Lucia Sacchi
2018	—	`conf`	Integrating Environmental Data, Citizen Science and Personalized Predictive Modeling to Support Public Health in Cities: The PULSE WebGIS. AAAI Workshops Enea Parimbelli, Daniele Pala, Riccardo Bellazzi, Cecilia Vera-Mñnoz, Vittorio Casella
2018	J	`jnl`	Nearest Consensus Clustering Classification to Identify Subclasses and Predict Disease. J. Heal. Informatics Res. Awad Alsaid Alyousef, Svetlana I. Nihtyanova, Christopher P. Denton, Pietro Bosoni, Riccardo Bellazzi, Allan Tucker
2018	J	`jnl`	Patient similarity for precision medicine: A systematic review. J. Biomed. Informatics Enea Parimbelli, Simone Marini, Lucia Sacchi, Riccardo Bellazzi
2018	B	`conf`	Predicting Disease Complications Using a Stepwise Hidden Variable Approach for Learning Dynamic Bayesian Networks. CBMS Leila Yousefi, Allan Tucker, Mashael Al-Luhaybi, Lucia Sacchi, Riccardo Bellazzi, Luca Chiovato
2018	J	`jnl`	Trusting telemedicine: A discussion on risks, safety, legal implications and liability of involved stakeholders. Int. J. Medical Informatics Enea Parimbelli, B. Bottalico, Eleonora Losiouk, M. Tomasi, Amedeo Santosuosso, Giordano Lanzola, Silvana Quaglini, Riccardo Bellazzi
2017	J	`jnl`	Artificial Intelligence in Medicine AIME 2015. Artif. Intell. Medicine John H. Holmes, Lucia Sacchi, Riccardo Bellazzi, Niels Peek
2017	—	`conf`	Clinical timelines development from textual medical reports in Italian. RTSI Natalia Viani, Lucia Sacchi, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi
2017	B	`conf`	Data Fusion Approach for Learning Transcriptional Bayesian Networks. AIME Elisabetta Sauta, Andrea Demartini, Francesca Vitali, Alberto Riva, Riccardo Bellazzi
2017	J	`jnl`	MTopGO: a tool for module identification in PPI Networks. PeerJ Prepr. Danila Vella, Simone Marini, Francesca Vitali, Riccardo Bellazzi
2017	B	`conf`	Predicting Comorbidities Using Resampling and Dynamic Bayesian Networks with Latent Variables. CBMS Leila Yousefi, Lucia Sacchi, Riccardo Bellazzi, Luca Chiovato, Allan Tucker
2017	J	`jnl`	Procedure to integrate i2b2 and REDCap: a case study at ICSM. PeerJ Prepr. Valentina Tibollo, Mauro Bucalo, Danila Vella, Morena Stuppia, Nicola Barbarini, Riccardo Bellazzi
2017	B	`conf`	Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports. AIME Natalia Viani, Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, Lucia Sacchi, Guergana K. Savova
2017	J	`jnl`	Stability analysis of MTopGO for module identification in PPI networks. PeerJ Prepr. Danila Vella, Allan Tucker, Riccardo Bellazzi
2017	J	`jnl`	Temporal electronic phenotyping by mining careflows of breast cancer patients. J. Biomed. Informatics Arianna Dagliati, Lucia Sacchi, Alberto Zambelli, Valentina Tibollo, L. Pavesi, John H. Holmes, Riccardo Bellazzi
2016	J	`jnl`	A computational method for designing diverse linear epitopes including citrullinated peptides with desired binding affinities to intravenous immunoglobulin. BMC Bioinform. Rob Patro, Raquel Norel, Robert J. Prill, Julio Saez-Rodriguez, Peter Lorenz, Felix Steinbeck, Bjoern Ziems, Mitja Lustrek, Nicola Barbarini, Alessandra Tiengo, Riccardo Bellazzi, Hans-Jürgen Thiesen, Gustavo Stolovitzky, Carl Kingsford
2016	—	`conf`	Beyond Cohort Selection: An Analytics-Enabled i2b2. MIE Matteo Gabetta, Alberto Malovini, Mauro Bucalo, Elisa Zini, Valentina Tibollo, Silvia G. Priori, Simone Vettoretti, Cristiana Larizza, Riccardo Bellazzi, Nicola Barbarini
2016	—	`conf`	Combining Naive Bayes Classifiers with Temporal Association Rules for Coronary Heart Disease Diagnosis. ICHI Kalia Orphanou, Arianna Dagliati, Lucia Sacchi, Athena Stassopoulou, Elpida Keravnou, Riccardo Bellazzi
2016	B	`conf`	Combining Unsupervised and Supervised Learning for Discovering Disease Subclasses. CBMS Pietro Bosoni, Allan Tucker, Riccardo Bellazzi, Svetlana I. Nihtyanova, Christopher P. Denton
2016	—	`conf`	Comparison of data mining techniques applied to fetal heart rate parameters for the early identification of IUGR fetuses. EMBC Giovanni Magenes, Riccardo Bellazzi, Alberto Malovini, Maria G. Signorini
2016	J	`jnl`	Guest Editorial IEEE EMBC 2015. IEEE J. Biomed. Health Informatics Elsa D. Angelini, Riccardo Bellazzi, Walter G. Besio, Marius George Linguraru
2016	Misc	`conf`	Hierarchical Bayesian Logistic Regression to forecast metabolic control in type 2 DM patients. AMIA Arianna Dagliati, Alberto Malovini, Pasquale De Cata, Giulia Cogni, Marsida Teliti, Lucia Sacchi, Carlo Cerra, Luca Chiovato, Riccardo Bellazzi
2016	Misc	`conf`	Information Extraction from Italian medical reports: first steps towards clinical timelines development. AMIA Natalia Viani, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, Cristiana Larizza, Lucia Sacchi
2016	—	`conf`	Learning T2D Evolving Complexity from EMR and Administrative Data by Means of Continuous Time Bayesian Networks. HEALTHINF Simone Marini, Arianna Dagliati, Lucia Sacchi, Riccardo Bellazzi
2016	B	`conf`	Out-of-Home Activity Recognition from GPS Data in Schizophrenic Patients. CBMS Sonia Difrancesco, Paolo Fraccaro, Sabine van der Veer, Bader Alshoumr, John D. Ainsworth, Riccardo Bellazzi, Niels Peek
2015	J	`jnl`	A Dynamic Bayesian Network model for long-term simulation of clinical complications in type 1 diabetes. J. Biomed. Informatics Simone Marini, Emanuele Trifoglio, Nicola Barbarini, Francesco Sambo, Barbara Di Camillo, Alberto Malovini, Marco Manfrini, Claudio Cobelli, Riccardo Bellazzi
2015	B	`conf`	A Genomic Data Fusion Framework to Exploit Rare and Common Variants for Association Discovery. AIME Simone Marini, Ivan Limongelli, Ettore Rizzo, Tan Da, Riccardo Bellazzi
2015	—	`conf`	A collaborative environment for shared classification of neuroimages: The experience of the Colibri project. EMBC Anna Alloni, Giordano Lanzola, Fabio Maria Triulzi, Riccardo Bellazzi, Gianluigi Reni
2015	J	`jnl`	A kinetic model-based algorithm to classify NGS short reads by their allele origin. J. Biomed. Informatics Andrea Marinoni, Ettore Rizzo, Ivan Limongelli, Paolo Gamba, Riccardo Bellazzi
2015	B	`ed.`	Artificial Intelligence in Medicine - 15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings AIME John H. Holmes, Riccardo Bellazzi, Lucia Sacchi, Niels Peek
2015	J	`jnl`	BigQ: a NoSQL based framework to handle genomic variants in i2b2. BMC Bioinform. Matteo Gabetta, Ivan Limongelli, Ettore Rizzo, Alberto Riva, Daniele Segagni, Riccardo Bellazzi
2015	B	`conf`	Collaborative Filtering for Estimating Health Related Utilities in Decision Support Systems. AIME Enea Parimbelli, Silvana Quaglini, Riccardo Bellazzi, John H. Holmes
2015	B	`conf`	Comparison of Probabilistic versus Non-probabilistic Electronic Nose Classification Methods in an Animal Model. AIME Camilla Colombo, Jan Hendrik Leopold, Lieuwe D. J. Bos, Riccardo Bellazzi, Ameen Abu-Hanna
2015	J	`jnl`	Designing an artificial pancreas architecture: the AP@home experience. Medical Biol. Eng. Comput. Giordano Lanzola, Chiara Toffanin, Federico Di Palma, Simone Del Favero, Lalo Magni, Riccardo Bellazzi
2015	—	`conf`	Exposome, Health and Biomedical Informatics - An Emerging Discipline and Its Interaction with Current Biomedical Informatics. HEALTHINF Guillermo López-Campos, Riccardo Bellazzi, Fernando Martín-Sánchez
2015	—	`conf`	From data to the decision: A software architecture to integrate predictive modelling in clinical settings. EMBC Antonio Martinez-Millana, Carlos Fernández-Llatas, Lucia Sacchi, Daniele Segagni, Sergio Guillén, Riccardo Bellazzi, Vicente Traver
2015	—	`conf`	Improving Clinical Decisions on T2DM Patients Integrating Clinical, Administrative and Environmental Data. MedInfo Daniele Segagni, Lucia Sacchi, Arianna Dagliati, Valentina Tibollo, Paola Leporati, Pasquale De Cata, Luca Chiovato, Riccardo Bellazzi
2015	—	`conf`	Improving risk-stratification of Diabetes complications using temporal data mining. EMBC Lucia Sacchi, Arianna Dagliati, Daniele Segagni, Paola Leporati, Luca Chiovato, Riccardo Bellazzi
2015	C	`conf`	Inferring air quality maps from remotely sensed data to exploit georeferenced clinical onsets: The Pavia 2013 case. IGARSS Andrea Marinoni, Arianna Dagliati, Riccardo Bellazzi, Paolo Gamba
2015	J	`jnl`	JTSA: An open source framework for time series abstractions. Comput. Methods Programs Biomed. Lucia Sacchi, Davide Capozzi, Riccardo Bellazzi, Cristiana Larizza
2015	—	`conf`	On The Correlation Between Geo-Referenced Clinical Data And Remotely Sensed Air Pollution Maps. MedInfo Arianna Dagliati, Andrea Marinoni, Carlo Cerra, Paolo Gamba, Riccardo Bellazzi
2015	J	`jnl`	Optimal marker placement in hadrontherapy: Intelligent optimization strategies with augmented Lagrangian pattern search. J. Biomed. Informatics Cristina Altomare, Raffaella Guglielmann, Marco Riboldi, Riccardo Bellazzi, Guido Baroni
2015	J	`jnl`	PaPI: pseudo amino acid composition to score human protein-coding variants. BMC Bioinform. Ivan Limongelli, Simone Marini, Riccardo Bellazzi
2015	B	`conf`	Running Genome Wide Data Analysis Using a Parallel Approach on a Cloud Platform. AIME Andrea Demartini, Davide Capozzi, Alberto Malovini, Riccardo Bellazzi
2015	—	`conf`	Template for preparation of papers for IEEE sponsored conferences & symposia. EMBC Lucia Sacchi, Arianna Dagliati, Valentina Tibollo, Paola Leporati, Pasquale De Cata, Carlo Cerra, Luca Chiovato, Riccardo Bellazzi
2015	J	`jnl`	Thirty years of artificial intelligence in medicine (AIME) conferences: A review of research themes. Artif. Intell. Medicine Niels Peek, Carlo Combi, Roque Marín, Riccardo Bellazzi
2014	—	`conf`	A data gathering framework to collect Type 2 diabetes patients data. BHI Arianna Dagliati, Lucia Sacchi, Mauro Bucalo, Daniele Segagni, Konstantia Zarkogianni, Antonio Martinez-Millana, Jorge Cancela, Francesco Sambo, Giuseppe Fico, Maria Teresa Meneu Barreira, Carlo Cerra, Konstantina S. Nikita, Claudio Cobelli, Luca Chiovato, María Teresa Arredondo, Riccardo Bellazzi
2014	—	`conf`	A proposal of architecture to share patients data out of healthcare settings for research purposes. BHI Liss Hernández, Jorge Onieva, Giuseppe Fico, Jorge Cancela, Arianna Dagliati, Mauro Bucalo, Lucia Sacchi, Riccardo Bellazzi, María Teresa Arredondo
2014	J	`jnl`	Exposome informatics: considerations for the design of future biomedical research information systems. J. Am. Medical Informatics Assoc. Fernando Martín-Sánchez, Kathleen Gray, Riccardo Bellazzi, Guillermo López-Campos
2014	Misc	`conf`	Handling Clinical and Next Generation Sequencing data: new strategies in i2b2 and tranSMART. AMIA Shawn N. Murphy, Riccardo Bellazzi, Matteo Gabetta, Paul Avillach, Lori C. Phillips
2014	—	`conf`	Kimimila: A New Model to Classify NGS Short Reads by Their Allele Origin. ICHI Andrea Marinoni, Ettore Rizzo, Paolo Gamba, Riccardo Bellazzi, Ivan Limongelli
2014	—	`conf`	Multivariate analysis based on linear and non-linear FHR parameters for the identification of IUGR fetuses. EMBC Giovanni Magenes, Riccardo Bellazzi, Andrea Fanelli, Maria Gabriella Signorini
2014	—	`conf`	Temporal abstractions to enrich Activity-Based Process Mining corpus with clinical time series. BHI Carlos Fernández-Llatas, Lucia Sacchi, José-Miguel Benedí, Arianna Dagliati, Vicente Traver, Riccardo Bellazzi
2014	—	`conf`	Temporal data mining and process mining techniques to identify cardiovascular risk-associated clinical pathways in Type 2 diabetes patients. BHI Arianna Dagliati, Lucia Sacchi, Carlo Cerra, Paola Leporati, Pasquale De Cata, Luca Chiovato, John H. Holmes, Riccardo Bellazzi
2014	—	`conf`	The Colibri project: A multicenter shared database of magnetic resonance images about rare neurological diseases. BHI Cristina Altomare, Giordano Lanzola, Riccardo Bellazzi, Gianluigi Reni
2014	—	`conf`	Use of Patient Generated Data from Social Media and Collaborative Filtering for Preferences Elicitation in Shared Decision Making. AAAI Fall Symposia Enea Parimbelli, Silvana Quaglini, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, John H. Holmes
2013	—	`conf`	A Unified Medical Language System (UMLS) Based System for Literature-Based Discovery in Medicine. MedInfo Matteo Gabetta, Cristiana Larizza, Riccardo Bellazzi
2013	J	`jnl`	Bayesian Networks Aplied to Therapy Monitoring CoRR Carlo Berzuini, David J. Spiegelhalter, Riccardo Bellazzi
2013	Misc	`conf`	Biomedical and Healthcare Analytics on Big Data. AMIA Niels Peek, Jimeng Sun, John H. Holmes, Fernando Martín-Sánchez, Riccardo Bellazzi
2013	—	`conf`	INDIV-3D. A new model for INdividual Data Integration and Visualisation using spatial coordinates. ICIMTH Guillermo López-Campos, Riccardo Bellazzi, Fernando Martín-Sánchez
2013	—	`conf`	Interest Propagation for Knowledge Extraction and Representation. EFMI-STC Francesca Mulas, Elisa Del Fabbro, Blaz Zupan, Riccardo Bellazzi
2013	B	`conf`	Knowledge-Based Identification of Multicomponent Therapies. AIME Francesca Vitali, Francesca Mulas, Pietro Marini, Riccardo Bellazzi
2013	Misc	`conf`	Mining Careflow Patterns in data warehouses of breast cancer patients. AMIA Lucia Sacchi, Daniele Segagni, Arianna Dagliati, Alberto Zambelli, Riccardo Bellazzi
2013	J	`jnl`	Network-based target ranking for polypharmacological therapies. J. Biomed. Informatics Francesca Vitali, Francesca Mulas, Pietro Marini, Riccardo Bellazzi
2013	J	`jnl`	Temporal Reasoning with Probabilities CoRR Carlo Berzuini, Riccardo Bellazzi, Silvana Quaglini
2013	—	`conf`	The IMIA initiatives on Trustworthy Reuse of Health Data: A Report. MedInfo Riccardo Bellazzi, Iain E. Buchan, Steven E. Labkoff, Antoine Geissbühler, Charles Safran
2013	J	`jnl`	Trustworthy reuse of health data: A transnational perspective. Int. J. Medical Informatics Antoine Geissbühler, Charles Safran, Iain E. Buchan, Riccardo Bellazzi, Steven E. Labkoff, K. Eilenberg, A. Leese, C. Richardson, John Mantas, Peter Murray, Georges De Moor
2012	J	`jnl`	An ICT infrastructure to integrate clinical and molecular data in oncology research. BMC Bioinform. Daniele Segagni, Valentina Tibollo, Arianna Dagliati, Alberto Zambelli, Silvia G. Priori, Riccardo Bellazzi
2012	J	`jnl`	Clinical Bioinformatics: challenges and opportunities. BMC Bioinform. Riccardo Bellazzi, Marco Masseroli, Shawn N. Murphy, Amnon Shabo, Paolo Romano
2012	—	`conf`	Development and Representation of Health Indicators with Thematic Maps. MIE Simona Dalle Carbonare, Carlo Cerra, Riccardo Bellazzi
2012	J	`jnl`	Hierarchical Naive Bayes for genetic association studies. BMC Bioinform. Alberto Malovini, Nicola Barbarini, Riccardo Bellazzi, Francesca De Michelis
2012	J	`jnl`	Implementation of an automated system for monitoring adherence to hemodialysis treatment: A report of seven years of experience. Int. J. Medical Informatics Riccardo Bellazzi, Lucia Sacchi, Ezio Caffi, Amedeo de Vincenzi, Maurizio Nai, Francesco Manicone, Cristiana Larizza, Roberto Bellazzi
2012	—	`conf`	ONCO-i2b2: Improve Patients Selection through Case-Based Information Retrieval Techniques. DILS Daniele Segagni, Matteo Gabetta, Valentina Tibollo, Alberto Zambelli, Silvia G. Priori, Riccardo Bellazzi
2012	Misc	`conf`	Report From European Summit On Trustworthy Reuse Of Health Data. AMIA Charles Safran, Antoine Geissbühler, Riccardo Bellazzi, Iain E. Buchan, Steven E. Labkoff
2012	J	`jnl`	Stochastic model search with binary outcomes for genome-wide association studies. J. Am. Medical Informatics Assoc. Alberto Russu, Alberto Malovini, Annibale A. Puca, Riccardo Bellazzi
2011	B	`conf`	A Data Mining Library for miRNA Annotation and Analysis. AIME Angelo Nuzzo, Riccardo Beretta, Francesca Mulas, Valerie Roobrouck, Catherine M. Verfaillie, Blaz Zupan, Riccardo Bellazzi
2011	J	`jnl`	Computer-based genealogy reconstruction in founder populations. J. Biomed. Informatics Giuseppe Milani, Corrado Masciullo, Cinzia Sala, Riccardo Bellazzi, Iwan Buetti, Giorgio Pistis, Michela Traglia, Daniela Toniolo, Cristiana Larizza
2011	J	`jnl`	Corrigendum to "In Memoriam: 'Professor Mario Stefanelli (1945-2010)'" [J Biomed Inform (2010) 859-60]. J. Biomed. Informatics Vimla L. Patel, Riccardo Bellazzi, Silvana Quaglini
2011	J	`jnl`	Inferring cell cycle feedback regulation from gene expression data. J. Biomed. Informatics Fulvia Ferrazzi, Felix B. Engel, Erxi Wu, Annie P. Moseman, Isaac S. Kohane, Riccardo Bellazzi, Marco Ramoni
2011	—	`conf`	Information Technology Solutions to Support Translational Research on Inherited Cardiomyopathies. MIE Riccardo Bellazzi, Cristiana Larizza, Matteo Gabetta, Giuseppe Milani, Mauro Bucalo, Francesca Mulas, Angelo Nuzzo, Valentina Favalli, Eloisa Arbustini
2011	J	`jnl`	Mario Stefanelli, 1945-2010. Artif. Intell. Medicine Riccardo Bellazzi, Carlo Combi, Silvana Quaglini
2011	J	`jnl`	Predictive data mining in clinical medicine: a focus on selected methods and applications. WIREs Data Mining Knowl. Discov. Riccardo Bellazzi, Fulvia Ferrazzi, Lucia Sacchi
2011	J	`jnl`	R Engine Cell: integrating R into the i2b2 software infrastructure. J. Am. Medical Informatics Assoc. Daniele Segagni, Fulvia Ferrazzi, Cristiana Larizza, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi
2011	B	`conf`	Ranking and 1-Dimensional Projection of Cell Development Transcription Profiles. AIME Lan Zagar, Francesca Mulas, Riccardo Bellazzi, Blaz Zupan
2011	J	`jnl`	Stage prediction of embryonic stem cell differentiation from genome-wide expression data. Bioinform. Lan Zagar, Francesca Mulas, Silvia Garagna, Maurizio Zuccotti, Riccardo Bellazzi, Blaz Zupan
2011	—	`conf`	The ONCO-I2b2 Project: Integrating Biobank Information and Clinical Data to Support Translational Research in Oncology. MIE Daniele Segagni, Valentina Tibollo, Arianna Dagliati, Leonardo Perinati, Alberto Zambelli, Silvia G. Priori, Riccardo Bellazzi
2010	J	`jnl`	An automated reasoning framework for translational research. J. Biomed. Informatics Alberto Riva, Angelo Nuzzo, Mario Stefanelli, Riccardo Bellazzi
2010	J	`jnl`	Professor Mario Stefanelli (1945-2010). J. Biomed. Informatics Vimla L. Patel, Riccardo Bellazzi, Silvana Quaglini
2010	—	`conf`	Temporal Clustering for Blood Glucose Analysis in the ICU: Identification of Groups of Patients with Different Risk Profile. MedInfo Lucia Sacchi, Giuseppe D'Ancona, Federico Bertuzzi, Riccardo Bellazzi
2010	—	`conf`	Text Mining approaches for Automated Literature Knowledge Extraction and Representation. MedInfo Angelo Nuzzo, Francesca Mulas, Matteo Gabetta, Eloisa Arbustini, Blaz Zupan, Cristiana Larizza, Riccardo Bellazzi
2010	C	`conf`	Translational Bioinformatics: Challenges and Opportunities for Case-Based Reasoning and Decision Support. ICCBR Riccardo Bellazzi, Cristiana Larizza, Matteo Gabetta, Giuseppe Milani, Angelo Nuzzo, Valentina Favalli, Eloisa Arbustini
2009	—	`conf`	A Methodology for the Extraction of Quantitative Risk Indexes from Medical Injuries Compensation Claims. MIE Simona Dalle Carbonare, Fulvia Folli, Emanuele Patrini, Riccardo Bellazzi
2009	Misc	`conf`	A Temporal Abstraction Framework for Classifying Clinical Temporal Data. AMIA Iyad Batal, Lucia Sacchi, Riccardo Bellazzi, Milos Hauskrecht
2009	B	`conf`	An Architecture for Automated Reasoning Systems for Genome-Wide Studies. AIME Angelo Nuzzo, Alberto Riva, Mario Stefanelli, Riccardo Bellazzi
2009	J	`jnl`	Artificial intelligence in medicine AIME'07. Artif. Intell. Medicine Riccardo Bellazzi, Ameen Abu-Hanna
2009	—	`conf`	Mining Administrative and Clinical Diabetes Data with Temporal Association Rules. MIE Stefano Concaro, Lucia Sacchi, Carlo Cerra, Riccardo Bellazzi
2009	B	`conf`	Mining Healthcare Data with Temporal Association Rules: Improvements and Assessment for a Practical Use. AIME Stefano Concaro, Lucia Sacchi, Carlo Cerra, Pietro Fratino, Riccardo Bellazzi
2009	Misc	`conf`	Multivariate Time Series Classification with Temporal Abstractions. FLAIRS Iyad Batal, Lucia Sacchi, Riccardo Bellazzi, Milos Hauskrecht
2009	B	`conf`	On Quality of Different Annotation Sources for Gene Expression Analysis. AIME Francesca Mulas, Tomaz Curk, Riccardo Bellazzi, Blaz Zupan
2009	J	`jnl`	Phenotype forecasting with SNPs data through gene-based Bayesian networks. BMC Bioinform. Alberto Malovini, Angelo Nuzzo, Fulvia Ferrazzi, Annibale A. Puca, Riccardo Bellazzi
2009	J	`jnl`	Phenotypic and genotypic data integration and exploration through a web-service architecture. BMC Bioinform. Angelo Nuzzo, Alberto Riva, Riccardo Bellazzi
2009	Misc	`conf`	Temporal Data Mining for the Assessment of the Costs Related to Diabetes Mellitus Pharmacological Treatment. AMIA Stefano Concaro, Lucia Sacchi, Carlo Cerra, Mario Stefanelli, Pietro Fratino, Riccardo Bellazzi
2009	B	`conf`	Temporal Data Mining of HIV Registries: Results from a 25 Years Follow-Up. AIME Paloma Chausa, César Cáceres, Lucia Sacchi, Agathe León, Felipe García, Riccardo Bellazzi, Enrique J. Gómez
2009	J	`jnl`	The coming of age of artificial intelligence in medicine. Artif. Intell. Medicine Vimla L. Patel, Edward H. Shortliffe, Mario Stefanelli, Peter Szolovits, Michael R. Berthold, Riccardo Bellazzi, Ameen Abu-Hanna
2008	B	`conf`	Analysis and Visualization of Spatial Proteomic Data for Tissue Characterization. CBMS Christian Fuchsberger, Heidi Hübl, Georg Schäfer, Alexandre Pelzer, Georg Bartsch, Helmut Klocker, Nicola Barbarini, Riccardo Bellazzi, Wolfgang Wieder, Günther Bonn
2008	J	`jnl`	Building a Normative Decision Support System for Clinical and Operational Risk Management in Hemodialysis. IEEE Trans. Inf. Technol. Biomed. Chiara Cornalba, Roberto G. Bellazzi, Riccardo Bellazzi
2008	J	`jnl`	Predictive data mining in clinical medicine: Current issues and guidelines. Int. J. Medical Informatics Riccardo Bellazzi, Blaz Zupan
2008	J	`jnl`	TimeClust: a clustering tool for gene expression time series. Bioinform. Paolo Magni, Fulvia Ferrazzi, Lucia Sacchi, Riccardo Bellazzi
2007	—	`conf`	A Dynamic Query System for Supporting Phenotype Mining in Genetic Studies. MedInfo Angelo Nuzzo, Daniele Segagni, Giuseppe Milani, Carla Rognoni, Riccardo Bellazzi
2007	J	`jnl`	A procedure to decompose high resolution mass spectra. BMC Bioinform. Nicola Barbarini, Paolo Magni, Riccardo Bellazzi
2007	B	`ed.`	Artificial Intelligence in Medicine, 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Amsterdam, The Netherlands, July 7-11, 2007, Proceedings AIME Riccardo Bellazzi, Ameen Abu-Hanna, Jim Hunter
2007	—	`ch.`	Assessing the Quality of Care for End Stage Renal Failure Patients by Means of Artificial Intelligence Methodologies. Advanced Computational Intelligence Paradigms in Healthcare (1) Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Cristiana Larizza, Roberto Bellazzi
2007	—	`conf`	Automatic Pedigree Reconstruction for Genetic Studies in Isolated Populations. MedInfo Cristiana Larizza, Iwan Buetti, Giuseppe Milani, Angelo Nuzzo, Cinzia Sala, Daniela Toniolo, Riccardo Bellazzi
2007	J	`jnl`	Bayesian approaches to reverse engineer cellular systems: a simulation study on nonlinear Gaussian networks. BMC Bioinform. Fulvia Ferrazzi, Paola Sebastiani, Marco Ramoni, Riccardo Bellazzi
2007	J	`jnl`	Data mining with Temporal Abstractions: learning rules from time series. Data Min. Knowl. Discov. Lucia Sacchi, Cristiana Larizza, Carlo Combi, Riccardo Bellazzi
2007	J	`jnl`	Inferring gene regulatory networks by integrating static and dynamic data. Int. J. Medical Informatics Fulvia Ferrazzi, Paolo Magni, Lucia Sacchi, Angelo Nuzzo, Uros Petrovic, Riccardo Bellazzi
2007	J	`jnl`	Precedence Temporal Networks to represent temporal relationships in gene expression data. J. Biomed. Informatics Lucia Sacchi, Cristiana Larizza, Paolo Magni, Riccardo Bellazzi
2007	J	`jnl`	Temporal abstraction for feature extraction: A comparative case study in prediction from intensive care monitoring data. Artif. Intell. Medicine Marion Verduijn, Lucia Sacchi, Niels Peek, Riccardo Bellazzi, Evert de Jonge, Bas A. de Mol
2007	J	`jnl`	Towards knowledge-based gene expression data mining. J. Biomed. Informatics Riccardo Bellazzi, Blaz Zupan
2006	Misc	`conf`	A New Approach for the Analysis of Mass Spectrometry Data for Biomarker Discovery. AMIA Nicola Barbarini, Paolo Magni, Riccardo Bellazzi
2006	J	`jnl`	A hierarchical Naïve Bayes Model for handling sample heterogeneity in classification problems: an application to tissue microarrays. BMC Bioinform. Francesca Demichelis, Paolo Magni, Paolo Piergiorgi, Mark A. Rubin, Riccardo Bellazzi
2006	J	`jnl`	A proposed semantic framework for diabetes education content management, customisation and delivery within the M2DM project. Comput. Methods Programs Biomed. Maged N. Kamel Boulos, Fiona E. Harvey, Abdul V. Roudsari, Riccardo Bellazzi, M. Elena Hernando, Tibor Deutsch, Derek G. Cramp, Ewart R. Carson
2006	J	`jnl`	A stochastic model to assess the variability of blood glucose time series in diabetic patients self-monitoring. IEEE Trans. Biomed. Eng. Paolo Magni, Riccardo Bellazzi
2006	J	`jnl`	Case-based retrieval to support the treatment of end stage renal failure patients. Artif. Intell. Medicine Stefania Montani, Luigi Portinale, Giorgio Leonardi, Riccardo Bellazzi, Roberto Bellazzi
2006	B	`conf`	Dynamic Bayesian Networks in Modelling Cellular Systems: a Critical Appraisal on Simulated Data. CBMS Fulvia Ferrazzi, Paola Sebastiani, Isaac S. Kohane, Marco Ramoni, Riccardo Bellazzi
2006	—	`conf`	Inferring gene expression networks via static and dynamic data integration. MIE Fulvia Ferrazzi, Paolo Magni, Lucia Sacchi, Riccardo Bellazzi
2006	J	`jnl`	Knowledge-based data analysis and interpretation. Artif. Intell. Medicine Blaz Zupan, John H. Holmes, Riccardo Bellazzi
2005	—	`conf`	An Adaptive Decision Support System for Risk Management in Haemodialysis Departments. AAAI Spring Symposium: Challenges to Decision Support in a Changing World Chiara Cornalba, Riccardo Bellazzi, Silvana Quaglini, Roberto G. Bellazzi, Mario Stefanelli
2005	J	`jnl`	Case Retrieval with Time Series Features. Intelligenza Artificiale Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi
2005	Misc	`conf`	Comparison of two temporal abstraction procedures: a case study in prediction from monitoring data. AMIA Marion Verduijn, Arianna Dagliati, Lucia Sacchi, Niels Peek, Riccardo Bellazzi, Evert de Jonge, Bas A. de Mol
2005	B	`conf`	Learning Rules with Complex Temporal Patterns in Biomedical Domains. AIME Lucia Sacchi, Riccardo Bellazzi, Cristiana Larizza, Riccardo Porreca, Paolo Magni
2005	B	`conf`	Precedence Temporal Networks from Gene Expression Data. CBMS Lucia Sacchi, Riccardo Bellazzi, Riccardo Porreca, Cristiana Larizza, Paolo Magni
2005	J	`jnl`	TA-clustering: Cluster analysis of gene expression profiles through Temporal Abstractions. Int. J. Medical Informatics Lucia Sacchi, Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Tomaz Curk, Uros Petrovic, Blaz Zupan
2005	J	`jnl`	Temporal data mining for the quality assessment of hemodialysis services. Artif. Intell. Medicine Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Roberto Bellazzi
2005	—	`conf`	User-Adapted Clinical Decision Support Systems. AAAI Spring Symposium: Challenges to Decision Support in a Changing World Andrea Sboner, Riccardo Bellazzi, Paolo Carli, Mario Cristofolini
2004	—	`conf`	A careflow management system for chronic patients. MedInfo Silvia Panzarasa, Riccardo Bellazzi, Cristiana Larizza, Mario Stefanelli
2004	—	`conf`	Clustering gene expression data with Temporal Abstractions. MedInfo Lucia Sacchi, Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Tomaz Curk, Uros Petrovic, Blaz Zupan
2004	—	`conf`	RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters. ECCBR Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi
2003	J	`jnl`	Integrating model-based decision support in a multi-modal reasoning system for managing type 1 diabetic patients. Artif. Intell. Medicine Stefania Montani, Paolo Magni, Riccardo Bellazzi, Cristiana Larizza, Abdul V. Roudsari, Ewart R. Carson
2003	B	`conf`	Quality Assessment of Hemodialysis Services through Temporal Data Mining. AIME Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Roberto Bellazzi
2002	J	`jnl`	A telemedicine support for diabetes management: the T-IDDM project. Comput. Methods Programs Biomed. Riccardo Bellazzi, Cristiana Larizza, Stefania Montani, Alberto Riva, Mario Stefanelli, Giuseppe d'Annunzio, Renata Lorini, Enrique J. Gómez, M. Elena Hernando, Eulalia Brugués
2002	Misc	`conf`	Multi-access Services for the Management of Diabetes Mellitus: The M2DM Project. AMIA Riccardo Bellazzi, Giuliana Bensa, Eulalia Brugués, 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, Tamás Gergely, Enrique J. Gómez, 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
2002	J	`jnl`	Supporting decisions in medical applications: the knowledge management perspective. Int. J. Medical Informatics Stefania Montani, Riccardo Bellazzi
2001	J	`jnl`	A Hybrid Input-Output Approach to Model Metabolic Systems: An Application to Intracellular Thiamine Kinetics. J. Biomed. Informatics Riccardo Bellazzi, Raffaella Guglielmann, Liliana Ironi, Cesare Patrini
2001	—	`conf`	A Sixth International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2001). MedInfo Riccardo Bellazzi, Blaz Zupan
2001	J	`jnl`	Cased-Based Reasoning for medical knowledge-based systems. Int. J. Medical Informatics Rainer Schmidt, Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Lothar Gierl
2001	—	`conf`	Improving Dialysis Services through Information Technology: From Telemedicine to Data Mining. MedInfo Riccardo Bellazzi, Paolo Magni, Roberto Bellazzi
2001	B	`conf`	Integrating Different Methodologies for Insulin Therapy Support in Type 1 Diabetic Patients. AIME Stefania Montani, Paolo Magni, Abdul V. Roudsari, Ewart R. Carson, Riccardo Bellazzi
2001	—	`conf`	Intelligent Knowledge Retrieval for Decision Support in Medical Applications. MedInfo Stefania Montani, Riccardo Bellazzi
2001	J	`jnl`	Learning from biomedical time series through the integration of qualitative models and fuzzy systems. Artif. Intell. Medicine Riccardo Bellazzi, Raffaella Guglielmann, Liliana Ironi
2001	B	`conf`	Mining Data from a Knowledge Management Perspective: An Application to Outcome Prediction in Patients with Resectable Hepatocellular Carcinoma. AIME Riccardo Bellazzi, Ivano Azzini, Gianna Toffolo, Stefano Bacchetti, Mario Lise
2001	Misc	`conf`	Supervised Implementation of Guidelines for Diabetes Management on the World Wide Web. AMIA Riccardo Bellazzi, Stefania Montani, M. Arcelloni, Pasquale De Cata, Carmine Gazzaruso, R. Giacchero, Pietro Fratino
2001	J	`jnl`	Web-based telemedicine systems for home-care: technical issues and experiences. Comput. Methods Programs Biomed. Riccardo Bellazzi, Stefania Montani, Alberto Riva, Mario Stefanelli
2000	J	`jnl`	A multi-modal reasoning methodology for managing IDDM patients. Int. J. Medical Informatics Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Mario Stefanelli
2000	A	`conf`	Artificial Intelligence Techniques for Diabetes Management: the T-IDDM Project. ECAI Stefania Montani, Riccardo Bellazzi, Alberto Riva, Cristiana Larizza, Luigi Portinale, Mario Stefanelli
2000	J	`jnl`	Bayesian analysis of blood glucose time series from diabetes home monitoring. IEEE Trans. Biomed. Eng. Riccardo Bellazzi, Paolo Magni, Giuseppe De Nicolao
2000	J	`jnl`	Diabetic patients management exploiting case-based reasoning techniques. Comput. Methods Programs Biomed. Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Giuseppe d'Annunzio, Stefano Fiocchi, Mario Stefanelli
2000	—	`conf`	Evaluating a Multi-modal Reasoning System in Diabetes Care. EWCBR Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Mario Stefanelli
2000	Misc	`conf`	Exploiting multi-modal reasoning for knowledge management and decision support: an evaluation study. AMIA Stefania Montani, Riccardo Bellazzi
2000	J	`jnl`	How to improve fuzzy-neural system modeling by means of qualitative simulation. IEEE Trans. Neural Networks Learn. Syst. Riccardo Bellazzi, Raffaella Guglielmann, Liliana Ironi
2000	J	`jnl`	Intelligent analysis of clinical time series: an application in the diabetes mellitus domain. Artif. Intell. Medicine Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Stefania Montani, Mario Stefanelli
1999	A*	`conf`	A Qualitative-Fuzzy Framework for Nonlinear Black-Box System Identification. IJCAI Riccardo Bellazzi, Raffaella Guglielmann, Liliana Ironi
1999	—	`conf`	Application Report: Preliminary Evaluation of the T-IDDM Project in Pavia. MIE Riccardo Bellazzi, Alberto Riva, Stefania Montani, Cristiana Larizza, M. Bestazza, Stefano Fiocchi, Giuseppe d'Annunzio, Renata Lorini, Mario Stefanelli
1999	C	`conf`	Integrating Rule-Based and Case-Based Decision Making in Diabetic Patient Management. ICCBR Riccardo Bellazzi, Stefania Montani, Luigi Portinale, Alberto Riva
1999	Misc	`conf`	Integrating case based and rule based reasoning in a decision support system: evaluation with simulated patients. AMIA Stefania Montani, Riccardo Bellazzi
1999	—	`conf`	Intelligent Analysis of Clinical Time Series by Combining Structural Filtering and Temporal Abstractions. AIMDM Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Stefania Montani, Giuseppe De Nicolao
1999	—	`conf`	Multi-modal Reasoning in Diabetic Patient Management. AIMDM Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Alberto Riva, Mario Stefanelli
1999	J	`jnl`	Protocol-based reasoning in diabetic patient management. Int. J. Medical Informatics Stefania Montani, Riccardo Bellazzi, Cristiana Larizza, Alberto Riva, Giuseppe d'Annunzio, Stefano Fiocchi, Renata Lorini, Mario Stefanelli
1999	—	`conf`	Supporting decisions in diabetic patients management through Case-Based retrieval. MIE Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Stefano Fiocchi, Giuseppe d'Annunzio, Mario Stefanelli
1998	Misc	`conf`	A Web-Based System for Diabetes Management: The Technical and Clinical Infrastructure. AMIA Riccardo Bellazzi, Alberto Riva, Stefania Montani, Cristiana Larizza, Stefano Fiocchi, Giuseppe d'Annunzio, Renata Lorini, A. Monteforte, Mario Stefanelli
1998	J	`jnl`	A development environment for knowledge-based medical applications on the world-wide web. Artif. Intell. Medicine Alberto Riva, Riccardo Bellazzi, Giordano Lanzola, Mario Stefanelli
1998	J	`jnl`	Bayesian Function Learning Using MCMC Methods. IEEE Trans. Pattern Anal. Mach. Intell. Paolo Magni, Riccardo Bellazzi, Giuseppe De Nicolao
1998	J	`jnl`	Learning Bayesian networks probabilities from longitudinal data. IEEE Trans. Syst. Man Cybern. Part A Riccardo Bellazzi, Alberto Riva
1998	Misc	`conf`	Mining biomedical time series by combining structural analysis and temporal abstractions. AMIA Riccardo Bellazzi, Paolo Magni, Cristiana Larizza, Giuseppe De Nicolao, Alberto Riva, Mario Stefanelli
1998	J	`jnl`	Qualitative models and fuzzy systems: an integrated approach for learning from data. Artif. Intell. Medicine Riccardo Bellazzi, Liliana Ironi, Raffaella Guglielmann, Mario Stefanelli
1998	—	`conf`	Retrieval in a Prototype-Based Case Library: A Case Study in Diabetes Therapy Revision. EWCBR Riccardo Bellazzi, Stefania Montani, Luigi Portinale
1998	J	`jnl`	Temporal Abstractions for Interpreting Diabetic Patients Monitoring Data. Intell. Data Anal. Riccardo Bellazzi, Cristiana Larizza, Alberto Riva
1998	—	`conf`	Using uncertainty management techniques in medical therapy planning: A decision-theoretic approach. Applications of Uncertainty Formalisms Paolo Magni, Riccardo Bellazzi, Franco Locatelli
1997	J	`jnl`	Dynamic Probabilistic Networks for Modelling and Identifying Dynamic Systems: a MCMC Approach. Intell. Data Anal. Riccardo Bellazzi, Paolo Magni, Giuseppe De Nicolao
1997	B	`conf`	Interpreting Longitudinal Data through Temporal Abstractions: An Application to Diabetic Patients Monitoring. IDA Riccardo Bellazzi, Cristiana Larizza, Alberto Riva
1997	B	`conf`	Learning from Data Through the Integration of Qualitative Models and Fuzzy Systems. AIME Riccardo Bellazzi, Liliana Ironi, Raffaella Guglielmann, Mario Stefanelli
1997	B	`conf`	Temporal Abstractions for Diabetic Patients Management. AIME Cristiana Larizza, Riccardo Bellazzi, Alberto Riva
1996	A	`conf`	Causal Probabilistic Networks for Dynamic Modeling. ECAI Riccardo Bellazzi
1996	J	`jnl`	Learning temporal probabilistic causal models from longitudinal data. Artif. Intell. Medicine Alberto Riva, Riccardo Bellazzi
1995	J	`jnl`	Adaptive controllers for intelligent monitoring. Artif. Intell. Medicine Riccardo Bellazzi, Carlo Siviero, Mario Stefanelli, Giuseppe De Nicolao
1995	B	`conf`	High Level Control Strategies for Diabetes Therapy. AIME Alberto Riva, Riccardo Bellazzi
1994	J	`jnl`	Reusable influence diagrams. Artif. Intell. Medicine Riccardo Bellazzi, Silvana Quaglini
1992	J	`jnl`	Bayesian networks for patient monitoring. Artif. Intell. Medicine Carlo Berzuini, Riccardo Bellazzi, Silvana Quaglini, David J. Spiegelhalter
1992	B	`conf`	GAMEES II: an environment for building probabilistic expert systems based on arrays of Bayesian belief networks. CBMS Riccardo Bellazzi, Silvana Quaglini, Carlo Berzuini
1991	B	`conf`	A Blackboard Control Architecture for Therapy Planning. AIME Silvana Quaglini, Riccardo Bellazzi, Carlo Berzuini, Mario Stefanelli, Giovanni Barosi
1991	A	`conf`	Bayesian Networks Applied to Therapy Monitoring. UAI Carlo Berzuini, David J. Spiegelhalter, Riccardo Bellazzi
1991	B	`conf`	Cytotoxic Chemotherapy Monitoring Using Stochastic Simulation on Graphical Models. AIME Riccardo Bellazzi, Carlo Berzuini, Silvana Quaglini, David J. Spiegelhalter, Mark Leaning
1989	B	`conf`	Therapy Planning by Combining Ai and Decision Theoretic Techniques. AIME Silvana Quaglini, Carlo Berzuini, Riccardo Bellazzi, Mario Stefanelli, Giovanni Barosi