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ORCIDRiccardo Bellazzi
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- affiliation: University of Pavia, Italy
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2020 – today
- 2025
[j114]Lorenzo Peracchio, Giovanna Nicora, Enea Parimbelli, Tommaso Mario Buonocore, Eleonora Tavazzi, Roberto Bergamaschi, Arianna Dagliati, Riccardo Bellazzi:
RelAI: an automated approach to judge pointwise ML prediction reliability. Int. J. Medical Informatics 197: 105857 (2025)- [j113]Gabriele Santangelo, Giovanna Nicora, Riccardo Bellazzi, Arianna Dagliati:
How good is your synthetic data? SynthRO, a dashboard to evaluate and benchmark synthetic tabular data. BMC Medical Informatics Decis. Mak. 25(1): 89 (2025) - [i14]Mahin Vazifehdan, Pietro Bosoni, Daniele Pala, Eleonora Tavazzi, Roberto Bergamaschi, Riccardo Bellazzi, Arianna Dagliati:
Longitudinal Missing Data Imputation for Predicting Disability Stage of Patients with Multiple Sclerosis. CoRR abs/2501.12927 (2025) - 2024
- [j112]Laura Bergomi
, Tommaso Mario Buonocore, Paolo Antonazzo, Lorenzo Alberghi, Riccardo Bellazzi, Lorenzo Preda, Chandra Bortolotto, Enea Parimbelli:
Reshaping free-text radiology notes into structured reports with generative question answering transformers. Artif. Intell. Medicine 154: 102924 (2024) - [j111]Simone Rancati, Giovanna Nicora, Mattia Prosperi, Riccardo Bellazzi, Marco Salemi, Simone Marini:
Forecasting dominance of SARS-CoV-2 lineages by anomaly detection using deep AutoEncoders. Briefings Bioinform. 25(6) (2024) - [j110]Alessia Gerbasi, Arianna Dagliati, Giuseppe Albi, Mattia Chiesa, Daniele Andreini, Andrea Baggiano, Saima Mushtaq, Gianluca Pontone, Riccardo Bellazzi, Gualtiero Colombo:
CAD-RADS scoring of coronary CT angiography with Multi-Axis Vision Transformer: A clinically-inspired deep learning pipeline. Comput. Methods Programs Biomed. 244: 107989 (2024) - [j109]Raffaele Giancotti, Pietro Bosoni, Patrizia Vizza, Giuseppe Tradigo, Agostino Gnasso, Pietro Hiram Guzzi, Riccardo Bellazzi, Concetta Irace, Pierangelo Veltri:
Forecasting glucose values for patients with type 1 diabetes using heart rate data. Comput. Methods Programs Biomed. 257: 108438 (2024) - [j108]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:
Bayesian Networks in the Management of Hospital Admissions: A Comparison between Explainable AI and Black Box AI during the Pandemic. J. Imaging 10(5): 117 (2024) - [c139]Lorenzo Peracchio, Giovanna Nicora, Tommaso Mario Buonocore, Riccardo Bellazzi, Enea Parimbelli:
Do You Trust Your Model Explanations? An Analysis of XAI Performance Under Dataset Shift. AIME (2) 2024: 257-266 - [c138]Pietro Bosoni, Morten Hasselstrøm Jensen, Riccardo Bellazzi, Simon Lebech Cichosz:
Assessing a Personalized, Hybrid, and Generic Approach for Glucose Prediction in Type 1 Diabetes. BIBM 2024: 6145-6152 - [c137]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:
Machine Learning Models Highlight the Impact of Pollution and Weather Patterns on Relapse Occurrence in Multiple Sclerosis Patients. BIBM 2024: 6161-6168 - [c136]Daniele Pala, Giacomo Zagami, Pietro Bosoni, Mahin Vazifehdan, Riccardo Bellazzi, Arianna Dagliati:
Land Use Regression on Interpolated Urban Graphs to Assess Personal Exposure to Air Pollution. BIBM 2024: 6169-6174 - [c135]Simone Rancati, Daniele Pala, Simone Marini, Marco Salemi, Riccardo Bellazzi, Giovanna Nicora:
Sequencing Efforts and Epidemiological Trends: Analyzing SARS-CoV-2 Dynamics Across European Nations. BIBM 2024: 6183-6188 - [c134]Gabriele Santangelo, Giovanna Nicora, Riccardo Bellazzi, Arianna Dagliati:
SynthCheck: A Dashboard for Synthetic Data Quality Assessment. BIOSTEC (2) 2024: 246-256 - [c133]Pietro Bosoni, Mahin Vazifehdan, Daniele Pala, Eleonora Tavazzi, Roberto Bergamaschi, Riccardo Bellazzi, Arianna Dagliati:
Predicting Multiple Sclerosis Relapses Using Patient Exposure Trajectories. CLEF (Working Notes) 2024: 1341-1352 - [c132]Pietro Bosoni, Eleonora Tavazzi, Riccardo Bellazzi, Roberto Bergamaschi, Arianna Dagliati:
Continuous Markov Models for Analyzing the Effect of Environmental Personal Exposure on Multiple Sclerosis Progression. pHealth 2024: 113-117 - [i13]Lorenzo Peracchio, Giovanna Nicora, Enea Parimbelli, Tommaso Mario Buonocore, Roberto Bergamaschi, Eleonora Tavazzi, Arianna Dagliati, Riccardo Bellazzi:
Evaluation of Predictive Reliability to Foster Trust in Artificial Intelligence. A case study in Multiple Sclerosis. CoRR abs/2402.17554 (2024) - [i12]Laura Bergomi, Tommaso Mario Buonocore, Paolo Antonazzo, Lorenzo Alberghi, Riccardo Bellazzi, Lorenzo Preda, Chandra Bortolotto, Enea Parimbelli:
Reshaping Free-Text Radiology Notes Into Structured Reports With Generative Transformers. CoRR abs/2403.18938 (2024) - [i11]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:
Exploring the Impact of Environmental Pollutants on Multiple Sclerosis Progression. CoRR abs/2408.17376 (2024) - 2023
- [j107]Enea Parimbelli, Tommaso Mario Buonocore, Giovanna Nicora, Wojtek Michalowski, Szymon Wilk, Riccardo Bellazzi:
Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions. Artif. Intell. Medicine 135: 102471 (2023) - [j106]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:
Artificial intelligence and statistical methods for stratification and prediction of progression in amyotrophic lateral sclerosis: A systematic review. Artif. Intell. Medicine 142: 102588 (2023) - [j105]Alessia Gerbasi, Greta Clementi, Fabio Corsi, Sara Albasini, Alberto Malovini, Silvana Quaglini, Riccardo Bellazzi:
DeepMiCa: Automatic segmentation and classification of breast MIcroCAlcifications from mammograms. Comput. Methods Programs Biomed. 235: 107483 (2023) - [j104]Riccardo Bellazzi, Maurizio Cecconi, Maria Laura Costantino, Pierangelo Veltri:
Bioengineering and medical informatics education in MD programs: perspectives from three Italian experiences. Int. J. Medical Informatics 172: 105002 (2023) - [j103]Laurence S. Q. N. Ngankem, Cristiana Larizza, Antonino Nocera, Giuseppe Rombolà, Silvana Quaglini, Riccardo Bellazzi, Maria Laura Costantino, Giustina Casagrande:
A comparative study of the definitions of intradialytic hypotension correlated with increased mortality to identify universal predictors. Int. J. Medical Informatics 173: 104975 (2023) - [j102]Tommaso Mario Buonocore, Claudio Crema, Alberto Redolfi, Riccardo Bellazzi, Enea Parimbelli:
Localizing in-domain adaptation of transformer-based biomedical language models. J. Biomed. Informatics 144: 104431 (2023) - [j101]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:
Advancing Italian biomedical information extraction with transformers-based models: Methodological insights and multicenter practical application. J. Biomed. Informatics 148: 104557 (2023) - [c131]Tommaso Mario Buonocore, Enea Parimbelli, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi:
A Rule-Free Approach for Cardiological Registry Filling from Italian Clinical Notes with Question Answering Transformers. AIME 2023: 153-162 - [c130]Giuseppe Albi, Alessia Gerbasi, Mattia Chiesa, Gualtiero I. Colombo, Riccardo Bellazzi, Arianna Dagliati:
A Topological Data Analysis Framework for Computational Phenotyping. AIME 2023: 323-327 - [c129]Riccardo Bellazzi:
Machine Learning Applied to Electronic Health Record Data: Opportunities and Challenges. BIOSTEC 2023: 23-24 - [c128]Tommaso Mario Buonocore, Pietro Bosoni, Giovanna Nicora, Mahin Vazifehdan, Riccardo Bellazzi, Enea Parimbelli, Arianna Dagliati:
Predicting and Explaining Risk of Disease Worsening Using Temporal Features in Multiple Sclerosis. CLEF (Working Notes) 2023: 1210-1218 - [i10]Alessia Gerbasi, Arianna Dagliati, Giuseppe Albi, Mattia Chiesa, Daniele Andreini, Andrea Baggiano, Saima Mushtaq, Gianluca Pontone, Riccardo Bellazzi, Gualtiero Colombo:
CAD-RADS scoring of coronary CT angiography with Multi-Axis Vision Transformer: a clinically-inspired deep learning pipeline. CoRR abs/2304.07277 (2023) - [i9]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:
Advancing Italian Biomedical Information Extraction with Large Language Models: Methodological Insights and Multicenter Practical Application. CoRR abs/2306.05323 (2023) - 2022
- [j100]Carlo Combi, Beatrice Amico, Riccardo Bellazzi, Andreas Holzinger, Jason H. Moore, Marinka Zitnik, John H. Holmes:
A manifesto on explainability for artificial intelligence in medicine. Artif. Intell. Medicine 133: 102423 (2022) - [j99]Giovanna Nicora, Miguel Rios, Ameen Abu-Hanna, Riccardo Bellazzi:
Evaluating pointwise reliability of machine learning prediction. J. Biomed. Informatics 127: 103996 (2022) - [j98]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:
SurvMaximin: Robust federated approach to transporting survival risk prediction models. J. Biomed. Informatics 134: 104176 (2022) - [j97]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:
International electronic health record-derived post-acute sequelae profiles of COVID-19 patients. npj Digit. Medicine 5 (2022) - [c127]Enea Parimbelli, Cristiana Larizza, Vladimir Urosevic, Andrea Pogliaghi, Manuel Ottaviano, Cindy Cheng, Vincent Benoit, Daniele Pala, Vittorio Casella, Riccardo Bellazzi, Paolo Giudici:
The PERISCOPE Data Atlas: A Demonstration of Release v1.2. AIME 2022: 412-415 - [c126]Arianna Dagliati, Zachary H. Strasser, Rebecca Mesa, Zahra Shakeri, Alaleh Azhir, Riccardo Bellazzi, Shawn N. Murphy, Hossein Estiri:
A Deductive Data-Driven Pipeline Powered by MLHO for Post-Acute Sequelae of COVID-19 (PASC) Phenotyping. AMIA 2022 - [c125]Giovanna Nicora, Simone Marini, Marco Salemi, Riccardo Bellazzi:
Dynamic Prediction of Non-Neutral SARS-Cov-2 Variants Using Incremental Machine Learning. MIE 2022: 654-658 - [i8]Tommaso Mario Buonocore, Claudio Crema, Alberto Redolfi, Riccardo Bellazzi, Enea Parimbelli:
Localising In-Domain Adaptation of Transformer-Based Biomedical Language Models. CoRR abs/2212.10422 (2022) - 2021
- [j96]Arianna Dagliati, Alberto Malovini, Valentina Tibollo, Riccardo Bellazzi:
Health informatics and EHR to support clinical research in the COVID-19 pandemic: an overview. Briefings Bioinform. 22(2): 812-822 (2021) - [j95]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:
Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data. J. Am. Medical Informatics Assoc. 28(7): 1411-1420 (2021) - [c124]Giovanna Nicora, Antonio Lo Tito, Antonella Donatelli, Giovanni Callea, Carla Biasibetti, Maria Vittoria Galli, Federico Comotto, Chandra Bortolotto, Stefano Perlini, Lorenzo Preda, Riccardo Bellazzi:
ALFABETO: Supporting COVID-19 Hospital Admissions with Bayesian Networks. SMARTERCARE@AI*IA 2021: 79-84 - [c123]Giulia Campi, Giovanna Nicora, Giulia Fiorentino, Andrew Smith, Fulvio Magni, Silvia Garagna, Maurizio Zuccotti, Riccardo Bellazzi:
A Topological Data Analysis Mapper of the Ovarian Folliculogenesis Based on MALDI Mass Spectrometry Imaging Proteomics. AIME 2021: 43-47 - [c122]Shawn N. Murphy, Hossein Estiri, Arianna Dagliati, Riccardo Bellazzi, John H. Holmes:
Temporal Phenotypic Pathways of Post-Acute Sequelae of SARS-CoV-2 by an International Consortium for Clinical Characterization of COVID-19 (4CE). AMIA 2021 - [i7]Riccardo Bellazzi, Andrea Codegoni, Stefano Gualandi, Giovanna Nicora, Eleonora Vercesi:
The Gene Mover's Distance: Single-cell similarity via Optimal Transport. CoRR abs/2102.01218 (2021) - [i6]Enea Parimbelli, Giovanna Nicora, Szymon Wilk, Wojtek Michalowski, Riccardo Bellazzi:
Tree-based local explanations of machine learning model predictions, AraucanaXAI. CoRR abs/2110.08272 (2021) - 2020
- [j94]Lorenzo Chiudinelli, Arianna Dagliati, Valentina Tibollo, Sara Albasini, Nophar Geifman, Niels Peek, John H. Holmes, Fabio Corsi, Riccardo Bellazzi, Lucia Sacchi:
Mining post-surgical care processes in breast cancer patients. Artif. Intell. Medicine 105: 101855 (2020) - [j93]Arianna Dagliati, Nophar Geifman, Niels Peek, John H. Holmes, Lucia Sacchi, Riccardo Bellazzi, Seyed Erfan Sajjadi, Allan Tucker:
Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records. Artif. Intell. Medicine 108: 101930 (2020) - [j92]Elisabetta Sauta, Andrea Demartini, Francesca Vitali, Alberto Riva, Riccardo Bellazzi:
A Bayesian data fusion based approach for learning genome-wide transcriptional regulatory networks. BMC Bioinform. 21(1): 219 (2020) - [j91]Maria G. Signorini, Nicolò Pini, Alberto Malovini, Riccardo Bellazzi, Giovanni Magenes:
Integrating machine learning techniques and physiology based heart rate features for antepartum fetal monitoring. Comput. Methods Programs Biomed. 185: 105015 (2020) - [j90]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:
SCOR: A secure international informatics infrastructure to investigate COVID-19. J. Am. Medical Informatics Assoc. 27(11): 1721-1726 (2020) - [j89]Giovanna Nicora, F. Moretti, Elisabetta Sauta, Matteo Giovanni Della Porta, Luca Malcovati, Mario Cazzola, Silvana Quaglini, Riccardo Bellazzi:
A continuous-time Markov model approach for modeling myelodysplastic syndromes progression from cross-sectional data. J. Biomed. Informatics 104: 103398 (2020) - [j88]Zahra Momeni, Esmail Hassanzadeh, Mohammad Saniee Abadeh, Riccardo Bellazzi:
A survey on single and multi omics data mining methods in cancer data classification. J. Biomed. Informatics 107: 103466 (2020) - [j87]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:
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium. npj Digit. Medicine 3 (2020) - [j86]Elisa Salvi, Pietro Bosoni, Valentina Tibollo, Lisanne Kruijver, Valeria Calcaterra, Lucia Sacchi, Riccardo Bellazzi, Cristiana Larizza:
Patient-Generated Health Data Integration and Advanced Analytics for Diabetes Management: The AID-GM Platform. Sensors 20(1): 128 (2020) - [j85]Daniele Pala, Alessandro Aldo Caldarone, Marica Franzini, Alberto Malovini, Cristiana Larizza, Vittorio Casella, Riccardo Bellazzi:
Deep Learning to Unveil Correlations between Urban Landscape and Population Health. Sensors 20(7): 2105 (2020) - [c121]Pietro Bosoni, Marco Meccariello, Valeria Calcaterra, Cristiana Larizza, Lucia Sacchi, Riccardo Bellazzi:
Deep Learning Applied to Blood Glucose Prediction from Flash Glucose Monitoring and Fitbit Data. AIME 2020: 59-63 - [c120]John H. Holmes, Riccardo Bellazzi, Carlo Combi, Jason H. Moore, Niels Peek:
Explainable Artificial Intelligence (XAI): Current Approaches and Paths to the Future. AMIA 2020 - [c119]Giovanna Nicora, Riccardo Bellazzi:
A Reliable Machine Learning Approach applied to Single-Cell Classification in Acute Myeloid Leukemia. AMIA 2020 - [c118]Domenico Vito, Manuel Ottaviano, Riccardo Bellazzi, Cristiana Larizza, Vittorio Casella, Daniele Pala, Marica Franzini:
The PULSE Project: A Case of Use of Big Data Uses Toward a Cohomprensive Health Vision of City Well Being. ICOST 2020: 423-431
2010 – 2019
- 2019
- [j84]Rupesh K. Kesharwani, Mattia Chiesa, Riccardo Bellazzi, Gualtiero I. Colombo:
CBS-miRSeq: A comprehensive tool for accurate and extensive analyses of microRNA-sequencing data. Comput. Biol. Medicine 110: 234-243 (2019) - [j83]Natalia Viani, Timothy A. Miller, Carlo Napolitano, Silvia G. Priori, Guergana K. Savova, Riccardo Bellazzi, Lucia Sacchi:
Supervised methods to extract clinical events from cardiology reports in Italian. J. Biomed. Informatics 95 (2019) - [j82]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:
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. 19(1): 163:1-163:16 (2019) - [c117]Giovanna Nicora, Simone Marini, Ivan Limongelli, Ettore Rizzo, Stefano Montoli, Francesca Floriana Tricomi, Riccardo Bellazzi:
A Semi-supervised Learning Approach for Pan-Cancer Somatic Genomic Variant Classification. AIME 2019: 42-46 - [c116]Daniele Pala, John H. Holmes, José Pagán, Enea Parimbelli, Marica Teresa Rocca, Vittorio Casella, Riccardo Bellazzi:
Agent-Based Models and Spatial Enablement: A Simulation Tool to Improve Health and Wellbeing in Big Cities. AIME 2019: 79-83 - [c115]Giovanna Nicora, Ivan Limongelli, Riccardo Cova, Matteo Giovanni Della Porta, Luca Malcovati, Mario Cazzola, Riccardo Bellazzi:
A Rule-Based Expert System for Automatic Implementation of Somatic Variant Clinical Interpretation Guidelines. AIME 2019: 114-119 - [c114]Awad Alsaid Alyousef, Svetlana I. Nihtyanova, Christopher P. Denton, Pietro Bosoni, Riccardo Bellazzi, Allan Tucker:
Latent Class Multi-Label Classification to Identify Subclasses of Disease for Improved Prediction. CBMS 2019: 535-538 - [c113]Matteo Gabetta, Marco Mirabelli, Catherine Klersy, Valeria Musella, Gianpiero Rizzo, Paolo Pedrazzoli, Nicola Barbarini, Riccardo Bellazzi, Cristiana Larizza:
An Extension of the i2b2 Data Warehouse to Support REDCap Dynamic Data Pull. EFMI-STC 2019: 21-25 - [c112]Joyce Pebesma, Antonio Martinez-Millana, Lucia Sacchi, Carlos Fernández-Llatas, Pasquale De Cata, Luca Chiovato, Riccardo Bellazzi, Vicente Traver:
Clustering Cardiovascular Risk Trajectories of Patients with Type 2 Diabetes Using Process Mining. EMBC 2019: 341-344 - [c111]Riccardo Bellazzi, Alessandro Aldo Caldarone, Daniele Pala, Marica Franzini, Alberto Malovini, Cristiana Larizza, Vittorio Casella:
Transfer Learning for Urban Landscape Clustering and Correlation with Health Indexes. ICOST 2019: 143-153 - [c110]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:
Ontology-Driven Real World Evidence Extraction from Clinical Narratives. MedInfo 2019: 1441-1442 - 2018
- [j81]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:
Big Data as a Driver for Clinical Decision Support Systems: A Learning Health Systems Perspective. Frontiers Digit. Humanit. 5: 8 (2018) - [j80]Natalia Viani, Cristiana Larizza, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, Lucia Sacchi:
Information extraction from Italian medical reports: An ontology-driven approach. Int. J. Medical Informatics 111: 140-148 (2018) - [j79]Enea Parimbelli, B. Bottalico, Eleonora Losiouk, M. Tomasi, Amedeo Santosuosso, Giordano Lanzola, Silvana Quaglini, Riccardo Bellazzi:
Trusting telemedicine: A discussion on risks, safety, legal implications and liability of involved stakeholders. Int. J. Medical Informatics 112: 90-98 (2018) - [j78]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:
A dashboard-based system for supporting diabetes care. J. Am. Medical Informatics Assoc. 25(5): 538-547 (2018) - [j77]Kalia Orphanou, Arianna Dagliati, Lucia Sacchi, Athena Stassopoulou, Elpida Keravnou, Riccardo Bellazzi:
Incorporating repeating temporal association rules in Naïve Bayes classifiers for coronary heart disease diagnosis. J. Biomed. Informatics 81: 74-82 (2018) - [j76]Enea Parimbelli, Simone Marini, Lucia Sacchi, Riccardo Bellazzi:
Patient similarity for precision medicine: A systematic review. J. Biomed. Informatics 83: 87-96 (2018) - [j75]Awad Alsaid Alyousef, Svetlana I. Nihtyanova, Christopher P. Denton, Pietro Bosoni, Riccardo Bellazzi, Allan Tucker:
Nearest Consensus Clustering Classification to Identify Subclasses and Predict Disease. J. Heal. Informatics Res. 2(4): 402-422 (2018) - [c109]Enea Parimbelli, Daniele Pala, Riccardo Bellazzi, Cecilia Vera-Mñnoz, Vittorio Casella:
Integrating Environmental Data, Citizen Science and Personalized Predictive Modeling to Support Public Health in Cities: The PULSE WebGIS. AAAI Workshops 2018: 495-498 - [c108]Leila Yousefi, Allan Tucker, Mashael Al-Luhaybi, Lucia Sacchi, Riccardo Bellazzi, Luca Chiovato:
Predicting Disease Complications Using a Stepwise Hidden Variable Approach for Learning Dynamic Bayesian Networks. CBMS 2018: 106-111 - [c107]Elisa Salvi, Lucia Sacchi, Alexandra Madè, Valeria Calcaterra, Riccardo Bellazzi, Cristiana Larizza:
AID-GM: An Advanced System Supporting Continuous Monitoring of T1DM Patients. MIE 2018: 616-620 - [c106]Natalia Viani, Lorenzo Chiudinelli, Cristina Tasca, Alberto Zambelli, Mauro Bucalo, Arianna Ghirardi, Nicola Barbarini, Eleonora Sfreddo, Lucia Sacchi, Carlo Tondini, Riccardo Bellazzi:
Automatic Processing of Anatomic Pathology Reports in the Italian Language to Enhance the Reuse of Clinical Data. MIE 2018: 715-719 - 2017
- [j74]John H. Holmes, Lucia Sacchi, Riccardo Bellazzi, Niels Peek:
Artificial Intelligence in Medicine AIME 2015. Artif. Intell. Medicine 81: 1-2 (2017) - [j73]Arianna Dagliati, Lucia Sacchi, Alberto Zambelli, Valentina Tibollo, L. Pavesi, John H. Holmes, Riccardo Bellazzi:
Temporal electronic phenotyping by mining careflows of breast cancer patients. J. Biomed. Informatics 66: 136-147 (2017) - [c105]Elisabetta Sauta, Andrea Demartini, Francesca Vitali, Alberto Riva, Riccardo Bellazzi:
Data Fusion Approach for Learning Transcriptional Bayesian Networks. AIME 2017: 76-80 - [c104]Natalia Viani, Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, Lucia Sacchi, Guergana K. Savova:
Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports. AIME 2017: 198-202 - [c103]Leila Yousefi, Lucia Sacchi, Riccardo Bellazzi, Luca Chiovato, Allan Tucker:
Predicting Comorbidities Using Resampling and Dynamic Bayesian Networks with Latent Variables. CBMS 2017: 205-206 - [c102]Natalia Viani, Lucia Sacchi, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi:
Clinical timelines development from textual medical reports in Italian. RTSI 2017: 1-5 - [i5]Danila Vella, Simone Marini, Francesca Vitali, Riccardo Bellazzi:
MTopGO: a tool for module identification in PPI Networks. PeerJ Prepr. 5: e3229 (2017) - [i4]Danila Vella, Allan Tucker, Riccardo Bellazzi:
Stability analysis of MTopGO for module identification in PPI networks. PeerJ Prepr. 5: e3289 (2017) - [i3]Valentina Tibollo, Mauro Bucalo, Danila Vella, Morena Stuppia, Nicola Barbarini, Riccardo Bellazzi:
Procedure to integrate i2b2 and REDCap: a case study at ICSM. PeerJ Prepr. 5: e3294 (2017) - 2016
- [j72]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:
A computational method for designing diverse linear epitopes including citrullinated peptides with desired binding affinities to intravenous immunoglobulin. BMC Bioinform. 17: 155 (2016) - [j71]Elsa D. Angelini, Riccardo Bellazzi, Walter G. Besio, Marius George Linguraru:
Guest Editorial IEEE EMBC 2015. IEEE J. Biomed. Health Informatics 20(5): 1215 (2016) - [c101]Arianna Dagliati, Alberto Malovini, Pasquale De Cata, Giulia Cogni, Marsida Teliti, Lucia Sacchi, Carlo Cerra, Luca Chiovato, Riccardo Bellazzi:
Hierarchical Bayesian Logistic Regression to forecast metabolic control in type 2 DM patients. AMIA 2016 - [c100]Natalia Viani, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, Cristiana Larizza, Lucia Sacchi:
Information Extraction from Italian medical reports: first steps towards clinical timelines development. AMIA 2016 - [c99]Simone Marini, Arianna Dagliati, Lucia Sacchi, Riccardo Bellazzi:
Learning T2D Evolving Complexity from EMR and Administrative Data by Means of Continuous Time Bayesian Networks. HEALTHINF 2016: 338-344 - [c98]Pietro Bosoni, Allan Tucker, Riccardo Bellazzi, Svetlana I. Nihtyanova, Christopher P. Denton:
Combining Unsupervised and Supervised Learning for Discovering Disease Subclasses. CBMS 2016: 225-226 - [c97]Sonia Difrancesco, Paolo Fraccaro, Sabine van der Veer, Bader Alshoumr, John D. Ainsworth, Riccardo Bellazzi, Niels Peek:
Out-of-Home Activity Recognition from GPS Data in Schizophrenic Patients. CBMS 2016: 324-328 - [c96]Giovanni Magenes, Riccardo Bellazzi, Alberto Malovini, Maria G. Signorini:
Comparison of data mining techniques applied to fetal heart rate parameters for the early identification of IUGR fetuses. EMBC 2016: 916-919 - [c95]Kalia Orphanou, Arianna Dagliati, Lucia Sacchi, Athena Stassopoulou, Elpida Keravnou, Riccardo Bellazzi:
Combining Naive Bayes Classifiers with Temporal Association Rules for Coronary Heart Disease Diagnosis. ICHI 2016: 81-92 - [c94]Matteo Gabetta, Alberto Malovini, Mauro Bucalo, Elisa Zini, Valentina Tibollo, Silvia G. Priori, Simone Vettoretti, Cristiana Larizza, Riccardo Bellazzi, Nicola Barbarini:
Beyond Cohort Selection: An Analytics-Enabled i2b2. MIE 2016: 572-576 - 2015
- [j70]Niels Peek, Carlo Combi, Roque Marín, Riccardo Bellazzi:
Thirty years of artificial intelligence in medicine (AIME) conferences: A review of research themes. Artif. Intell. Medicine 65(1): 61-73 (2015) - [j69]Ivan Limongelli, Simone Marini, Riccardo Bellazzi:
PaPI: pseudo amino acid composition to score human protein-coding variants. BMC Bioinform. 16: 123:1-123:14 (2015) - [j68]Matteo Gabetta, Ivan Limongelli, Ettore Rizzo, Alberto Riva, Daniele Segagni, Riccardo Bellazzi:
BigQ: a NoSQL based framework to handle genomic variants in i2b2. BMC Bioinform. 16: 415:1-415:11 (2015) - [j67]Lucia Sacchi, Davide Capozzi, Riccardo Bellazzi, Cristiana Larizza:
JTSA: An open source framework for time series abstractions. Comput. Methods Programs Biomed. 121(3): 175-188 (2015) - [j66]Cristina Altomare, Raffaella Guglielmann, Marco Riboldi, Riccardo Bellazzi, Guido Baroni:
Optimal marker placement in hadrontherapy: Intelligent optimization strategies with augmented Lagrangian pattern search. J. Biomed. Informatics 53: 65-72 (2015) - [j65]Andrea Marinoni, Ettore Rizzo, Ivan Limongelli, Paolo Gamba, Riccardo Bellazzi:
A kinetic model-based algorithm to classify NGS short reads by their allele origin. J. Biomed. Informatics 53: 121-127 (2015) - [j64]Simone Marini, Emanuele Trifoglio, Nicola Barbarini, Francesco Sambo, Barbara Di Camillo, Alberto Malovini, Marco Manfrini, Claudio Cobelli, Riccardo Bellazzi:
A Dynamic Bayesian Network model for long-term simulation of clinical complications in type 1 diabetes. J. Biomed. Informatics 57: 369-376 (2015) - [j63]Giordano Lanzola, Chiara Toffanin, Federico Di Palma, Simone Del Favero, Lalo Magni, Riccardo Bellazzi:
Designing an artificial pancreas architecture: the AP@home experience. Medical Biol. Eng. Comput. 53(12): 1271-1283 (2015) - [c93]Simone Marini, Ivan Limongelli, Ettore Rizzo, Tan Da, Riccardo Bellazzi:
A Genomic Data Fusion Framework to Exploit Rare and Common Variants for Association Discovery. AIME 2015: 101-105 - [c92]Enea Parimbelli, Silvana Quaglini, Riccardo Bellazzi, John H. Holmes:
Collaborative Filtering for Estimating Health Related Utilities in Decision Support Systems. AIME 2015: 106-110 - [c91]Andrea Demartini, Davide Capozzi, Alberto Malovini, Riccardo Bellazzi:
Running Genome Wide Data Analysis Using a Parallel Approach on a Cloud Platform. AIME 2015: 188-192 - [c90]Camilla Colombo, Jan Hendrik Leopold, Lieuwe D. J. Bos, Riccardo Bellazzi, Ameen Abu-Hanna:
Comparison of Probabilistic versus Non-probabilistic Electronic Nose Classification Methods in an Animal Model. AIME 2015: 298-303 - [c89]Guillermo López-Campos, Riccardo Bellazzi, Fernando Martín-Sánchez:
Exposome, Health and Biomedical Informatics - An Emerging Discipline and Its Interaction with Current Biomedical Informatics. HEALTHINF 2015: 580-584 - [c88]Lucia Sacchi, Arianna Dagliati, Valentina Tibollo, Paola Leporati, Pasquale De Cata, Carlo Cerra, Luca Chiovato, Riccardo Bellazzi:
Template for preparation of papers for IEEE sponsored conferences & symposia. EMBC 2015: 2123-2126 - [c87]Lucia Sacchi, Arianna Dagliati, Daniele Segagni, Paola Leporati, Luca Chiovato, Riccardo Bellazzi:
Improving risk-stratification of Diabetes complications using temporal data mining. EMBC 2015: 2131-2134 - [c86]Anna Alloni, Giordano Lanzola, Fabio Maria Triulzi, Riccardo Bellazzi, Gianluigi Reni:
A collaborative environment for shared classification of neuroimages: The experience of the Colibri project. EMBC 2015: 4306-4309 - [c85]Antonio Martinez-Millana, Carlos Fernández-Llatas, Lucia Sacchi, Daniele Segagni, Sergio Guillén, Riccardo Bellazzi, Vicente Traver:
From data to the decision: A software architecture to integrate predictive modelling in clinical settings. EMBC 2015: 8161-8164 - [c84]Andrea Marinoni, Arianna Dagliati, Riccardo Bellazzi, Paolo Gamba:
Inferring air quality maps from remotely sensed data to exploit georeferenced clinical onsets: The Pavia 2013 case. IGARSS 2015: 3937-3940 - [c83]Daniele Segagni, Lucia Sacchi, Arianna Dagliati, Valentina Tibollo, Paola Leporati, Pasquale De Cata, Luca Chiovato, Riccardo Bellazzi:
Improving Clinical Decisions on T2DM Patients Integrating Clinical, Administrative and Environmental Data. MedInfo 2015: 682-686 - [c82]Arianna Dagliati, Andrea Marinoni, Carlo Cerra, Paolo Gamba, Riccardo Bellazzi:
On The Correlation Between Geo-Referenced Clinical Data And Remotely Sensed Air Pollution Maps. MedInfo 2015: 1048 - [e2]John H. Holmes, Riccardo Bellazzi, Lucia Sacchi, Niels Peek:
Artificial Intelligence in Medicine - 15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings. Lecture Notes in Computer Science 9105, Springer 2015, ISBN 978-3-319-19550-6 [contents] - 2014
- [j62]Fernando Martín-Sánchez, Kathleen Gray, Riccardo Bellazzi, Guillermo López-Campos:
Exposome informatics: considerations for the design of future biomedical research information systems. J. Am. Medical Informatics Assoc. 21(3): 386-390 (2014) - [c81]Enea Parimbelli, Silvana Quaglini, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, John H. Holmes:
Use of Patient Generated Data from Social Media and Collaborative Filtering for Preferences Elicitation in Shared Decision Making. AAAI Fall Symposia 2014 - [c80]Shawn N. Murphy, Riccardo Bellazzi, Matteo Gabetta, Paul Avillach, Lori C. Phillips:
Handling Clinical and Next Generation Sequencing data: new strategies in i2b2 and tranSMART. AMIA 2014 - [c79]Arianna Dagliati, Lucia Sacchi, Carlo Cerra, Paola Leporati, Pasquale De Cata, Luca Chiovato, John H. Holmes, Riccardo Bellazzi:
Temporal data mining and process mining techniques to identify cardiovascular risk-associated clinical pathways in Type 2 diabetes patients. BHI 2014: 240-243 - [c78]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:
A data gathering framework to collect Type 2 diabetes patients data. BHI 2014: 244-247 - [c77]Cristina Altomare, Giordano Lanzola, Riccardo Bellazzi, Gianluigi Reni:
The Colibri project: A multicenter shared database of magnetic resonance images about rare neurological diseases. BHI 2014: 400-403 - [c76]Carlos Fernández-Llatas, Lucia Sacchi, José-Miguel Benedí, Arianna Dagliati, Vicente Traver, Riccardo Bellazzi:
Temporal abstractions to enrich Activity-Based Process Mining corpus with clinical time series. BHI 2014: 785-788 - [c75]Liss Hernández, Jorge Onieva, Giuseppe Fico, Jorge Cancela, Arianna Dagliati, Mauro Bucalo, Lucia Sacchi, Riccardo Bellazzi, María Teresa Arredondo:
A proposal of architecture to share patients data out of healthcare settings for research purposes. BHI 2014: 789-792 - [c74]Giovanni Magenes, Riccardo Bellazzi, Andrea Fanelli, Maria Gabriella Signorini:
Multivariate analysis based on linear and non-linear FHR parameters for the identification of IUGR fetuses. EMBC 2014: 1868-1871 - [c73]Andrea Marinoni, Ettore Rizzo, Paolo Gamba, Riccardo Bellazzi, Ivan Limongelli:
Kimimila: A New Model to Classify NGS Short Reads by Their Allele Origin. ICHI 2014: 340-342 - 2013
- [j61]Antoine Geissbühler, Charles Safran, Iain E. Buchan, Riccardo Bellazzi, Steven E. Labkoff, K. Eilenberg, A. Leese, C. Richardson, J. Mantas, Peter Murray, Georges De Moor:
Trustworthy reuse of health data: A transnational perspective. Int. J. Medical Informatics 82(1): 1-9 (2013) - [j60]Francesca Vitali, Francesca Mulas, Pietro Marini, Riccardo Bellazzi:
Network-based target ranking for polypharmacological therapies. J. Biomed. Informatics 46(5): 876-881 (2013) - [c72]Francesca Vitali, Francesca Mulas, Pietro Marini, Riccardo Bellazzi:
Knowledge-Based Identification of Multicomponent Therapies. AIME 2013: 94-98 - [c71]Niels Peek, Jimeng Sun, John H. Holmes, Fernando Martín-Sánchez, Riccardo Bellazzi:
Biomedical and Healthcare Analytics on Big Data. AMIA 2013 - [c70]Lucia Sacchi, Daniele Segagni, Arianna Dagliati, Alberto Zambelli, Riccardo Bellazzi:
Mining Careflow Patterns in data warehouses of breast cancer patients. AMIA 2013 - [c69]Francesca Mulas, Elisa Del Fabbro, Blaz Zupan, Riccardo Bellazzi:
Interest Propagation for Knowledge Extraction and Representation. EFMI-STC 2013: 182-186 - [c68]Guillermo López-Campos, Riccardo Bellazzi, Fernando Martín-Sánchez:
INDIV-3D. A new model for INdividual Data Integration and Visualisation using spatial coordinates. ICIMTH 2013: 172-174 - [c67]Matteo Gabetta, Cristiana Larizza, Riccardo Bellazzi:
A Unified Medical Language System (UMLS) Based System for Literature-Based Discovery in Medicine. MedInfo 2013: 412-416 - [c66]Riccardo Bellazzi, Iain E. Buchan, Steven E. Labkoff, Antoine Geissbühler, Charles Safran:
The IMIA initiatives on Trustworthy Reuse of Health Data: A Report. MedInfo 2013: 1231 - [i2]Carlo Berzuini, David J. Spiegelhalter, Riccardo Bellazzi:
Bayesian Networks Aplied to Therapy Monitoring. CoRR abs/1303.5707 (2013) - [i1]Carlo Berzuini, Riccardo Bellazzi, Silvana Quaglini:
Temporal Reasoning with Probabilities. CoRR abs/1304.1493 (2013) - 2012
- [j59]Riccardo Bellazzi, Marco Masseroli, Shawn N. Murphy, Amnon Shabo, Paolo Romano:
Clinical Bioinformatics: challenges and opportunities. BMC Bioinform. 13(S-14): S1 (2012) - [j58]Alberto Malovini, Nicola Barbarini, Riccardo Bellazzi, Francesca De Michelis:
Hierarchical Naive Bayes for genetic association studies. BMC Bioinform. 13(S-14): S6 (2012) - [j57]Daniele Segagni, Valentina Tibollo, Arianna Dagliati, Alberto Zambelli, Silvia G. Priori, Riccardo Bellazzi:
An ICT infrastructure to integrate clinical and molecular data in oncology research. BMC Bioinform. 13(S-4): S5 (2012) - [j56]Riccardo Bellazzi, Lucia Sacchi, Ezio Caffi, Amedeo de Vincenzi, Maurizio Nai, Francesco Manicone, Cristiana Larizza, Roberto Bellazzi:
Implementation of an automated system for monitoring adherence to hemodialysis treatment: A report of seven years of experience. Int. J. Medical Informatics 81(5): 320-331 (2012) - [j55]Alberto Russu, Alberto Malovini, Annibale A. Puca, Riccardo Bellazzi:
Stochastic model search with binary outcomes for genome-wide association studies. J. Am. Medical Informatics Assoc. 19(e1) (2012) - [c65]Charles Safran, Antoine Geissbühler, Riccardo Bellazzi, Iain E. Buchan, Steven E. Labkoff:
Report From European Summit On Trustworthy Reuse Of Health Data. AMIA 2012 - [c64]Daniele Segagni, Matteo Gabetta, Valentina Tibollo, Alberto Zambelli, Silvia G. Priori, Riccardo Bellazzi:
ONCO-i2b2: Improve Patients Selection through Case-Based Information Retrieval Techniques. DILS 2012: 93-99 - [c63]Simona Dalle Carbonare, Carlo Cerra, Riccardo Bellazzi:
Development and Representation of Health Indicators with Thematic Maps. MIE 2012: 220-224 - 2011
- [j54]Riccardo Bellazzi, Carlo Combi, Silvana Quaglini:
Mario Stefanelli, 1945-2010. Artif. Intell. Medicine 52(2): 53-55 (2011) - [j53]Lan Zagar, Francesca Mulas, Silvia Garagna, Maurizio Zuccotti, Riccardo Bellazzi, Blaz Zupan:
Stage prediction of embryonic stem cell differentiation from genome-wide expression data. Bioinform. 27(18): 2546-2553 (2011) - [j52]Daniele Segagni, Fulvia Ferrazzi, Cristiana Larizza, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi:
R Engine Cell: integrating R into the i2b2 software infrastructure. J. Am. Medical Informatics Assoc. 18(3): 314-317 (2011) - [j51]Vimla L. Patel, Riccardo Bellazzi, Silvana Quaglini:
Corrigendum to "In Memoriam: 'Professor Mario Stefanelli (1945-2010)'" [J Biomed Inform (2010) 859-60]. J. Biomed. Informatics 44(2): 384 (2011) - [j50]Fulvia Ferrazzi, Felix B. Engel, Erxi Wu, Annie P. Moseman, Isaac S. Kohane, Riccardo Bellazzi, Marco Ramoni:
Inferring cell cycle feedback regulation from gene expression data. J. Biomed. Informatics 44(4): 565-575 (2011) - [j49]Giuseppe Milani, Corrado Masciullo, Cinzia Sala, Riccardo Bellazzi, Iwan Buetti, Giorgio Pistis, Michela Traglia, Daniela Toniolo, Cristiana Larizza:
Computer-based genealogy reconstruction in founder populations. J. Biomed. Informatics 44(6): 997-1003 (2011) - [j48]Riccardo Bellazzi, Fulvia Ferrazzi, Lucia Sacchi:
Predictive data mining in clinical medicine: a focus on selected methods and applications. WIREs Data Mining Knowl. Discov. 1(5): 416-430 (2011) - [c62]Angelo Nuzzo, Riccardo Beretta, Francesca Mulas, Valerie Roobrouck, Catherine M. Verfaillie, Blaz Zupan, Riccardo Bellazzi:
A Data Mining Library for miRNA Annotation and Analysis. AIME 2011: 80-84 - [c61]Lan Zagar, Francesca Mulas, Riccardo Bellazzi, Blaz Zupan:
Ranking and 1-Dimensional Projection of Cell Development Transcription Profiles. AIME 2011: 85-89 - [c60]Daniele Segagni, Valentina Tibollo, Arianna Dagliati, Leonardo Perinati, Alberto Zambelli, Silvia G. Priori, Riccardo Bellazzi:
The ONCO-I2b2 Project: Integrating Biobank Information and Clinical Data to Support Translational Research in Oncology. MIE 2011: 887-891 - [c59]Riccardo Bellazzi, Cristiana Larizza, Matteo Gabetta, Giuseppe Milani, Mauro Bucalo, Francesca Mulas, Angelo Nuzzo, Valentina Favalli, Eloisa Arbustini:
Information Technology Solutions to Support Translational Research on Inherited Cardiomyopathies. MIE 2011: 907-911 - 2010
- [j47]Alberto Riva, Angelo Nuzzo, Mario Stefanelli, Riccardo Bellazzi:
An automated reasoning framework for translational research. J. Biomed. Informatics 43(3): 419-427 (2010) - [j46]Vimla L. Patel, Riccardo Bellazzi, Silvana Quaglini:
Professor Mario Stefanelli (1945-2010). J. Biomed. Informatics 43(6): 859-860 (2010) - [c58]Riccardo Bellazzi, Cristiana Larizza, Matteo Gabetta, Giuseppe Milani, Angelo Nuzzo, Valentina Favalli, Eloisa Arbustini:
Translational Bioinformatics: Challenges and Opportunities for Case-Based Reasoning and Decision Support. ICCBR 2010: 1-11 - [c57]Angelo Nuzzo, Francesca Mulas, Matteo Gabetta, Eloisa Arbustini, Blaz Zupan, Cristiana Larizza, Riccardo Bellazzi:
Text Mining approaches for Automated Literature Knowledge Extraction and Representation. MedInfo 2010: 954-958 - [c56]Lucia Sacchi, Giuseppe D'Ancona, Federico Bertuzzi, Riccardo Bellazzi:
Temporal Clustering for Blood Glucose Analysis in the ICU: Identification of Groups of Patients with Different Risk Profile. MedInfo 2010: 1150-1154
2000 – 2009
- 2009
- [j45]Riccardo Bellazzi, Ameen Abu-Hanna:
Artificial intelligence in medicine AIME'07. Artif. Intell. Medicine 46(1): 1-3 (2009) - [j44]Vimla L. Patel, Edward H. Shortliffe, Mario Stefanelli, Peter Szolovits, Michael R. Berthold, Riccardo Bellazzi, Ameen Abu-Hanna:
The coming of age of artificial intelligence in medicine. Artif. Intell. Medicine 46(1): 5-17 (2009) - [j43]Angelo Nuzzo, Alberto Riva, Riccardo Bellazzi:
Phenotypic and genotypic data integration and exploration through a web-service architecture. BMC Bioinform. 10(S-12): 5 (2009) - [j42]Alberto Malovini, Angelo Nuzzo, Fulvia Ferrazzi, Annibale A. Puca, Riccardo Bellazzi:
Phenotype forecasting with SNPs data through gene-based Bayesian networks. BMC Bioinform. 10(S-2) (2009) - [c55]Stefano Concaro, Lucia Sacchi, Carlo Cerra, Pietro Fratino, Riccardo Bellazzi:
Mining Healthcare Data with Temporal Association Rules: Improvements and Assessment for a Practical Use. AIME 2009: 16-25 - [c54]Paloma Chausa, César Cáceres, Lucia Sacchi, Agathe León, Felipe García, Riccardo Bellazzi, Enrique J. Gómez:
Temporal Data Mining of HIV Registries: Results from a 25 Years Follow-Up. AIME 2009: 56-60 - [c53]Francesca Mulas, Tomaz Curk, Riccardo Bellazzi, Blaz Zupan:
On Quality of Different Annotation Sources for Gene Expression Analysis. AIME 2009: 421-425 - [c52]Angelo Nuzzo, Alberto Riva, Mario Stefanelli, Riccardo Bellazzi:
An Architecture for Automated Reasoning Systems for Genome-Wide Studies. AIME 2009: 426-430 - [c51]Iyad Batal, Lucia Sacchi, Riccardo Bellazzi, Milos Hauskrecht:
A Temporal Abstraction Framework for Classifying Clinical Temporal Data. AMIA 2009 - [c50]Stefano Concaro, Lucia Sacchi, Carlo Cerra, Mario Stefanelli, Pietro Fratino, Riccardo Bellazzi:
Temporal Data Mining for the Assessment of the Costs Related to Diabetes Mellitus Pharmacological Treatment. AMIA 2009 - [c49]Iyad Batal, Lucia Sacchi, Riccardo Bellazzi, Milos Hauskrecht:
Multivariate Time Series Classification with Temporal Abstractions. FLAIRS 2009 - [c48]Stefano Concaro, Lucia Sacchi, Carlo Cerra, Riccardo Bellazzi:
Mining Administrative and Clinical Diabetes Data with Temporal Association Rules. MIE 2009: 574-578 - [c47]Simona Dalle Carbonare, Fulvia Folli, Emanuele Patrini, Riccardo Bellazzi:
A Methodology for the Extraction of Quantitative Risk Indexes from Medical Injuries Compensation Claims. MIE 2009: 595-599 - 2008
- [j41]Paolo Magni, Fulvia Ferrazzi, Lucia Sacchi, Riccardo Bellazzi:
TimeClust: a clustering tool for gene expression time series. Bioinform. 24(3): 430-432 (2008) - [j40]Riccardo Bellazzi, Blaz Zupan:
Predictive data mining in clinical medicine: Current issues and guidelines. Int. J. Medical Informatics 77(2): 81-97 (2008) - [j39]Chiara Cornalba, Roberto G. Bellazzi, Riccardo Bellazzi:
Building a Normative Decision Support System for Clinical and Operational Risk Management in Hemodialysis. IEEE Trans. Inf. Technol. Biomed. 12(5): 678-686 (2008) - [c46]Christian Fuchsberger, Heidi Hübl, Georg Schäfer, Alexandre Pelzer, Georg Bartsch, Helmut Klocker, Nicola Barbarini, Riccardo Bellazzi, Wolfgang Wieder, Günther Bonn:
Analysis and Visualization of Spatial Proteomic Data for Tissue Characterization. CBMS 2008: 185-190 - 2007
- [j38]Marion Verduijn, Lucia Sacchi, Niels Peek, Riccardo Bellazzi, Evert de Jonge, Bas A. de Mol:
Temporal abstraction for feature extraction: A comparative case study in prediction from intensive care monitoring data. Artif. Intell. Medicine 41(1): 1-12 (2007) - [j37]Fulvia Ferrazzi, Paola Sebastiani, Marco Ramoni, Riccardo Bellazzi:
Bayesian approaches to reverse engineer cellular systems: a simulation study on nonlinear Gaussian networks. BMC Bioinform. 8(S-5) (2007) - [j36]Nicola Barbarini, Paolo Magni, Riccardo Bellazzi:
A procedure to decompose high resolution mass spectra. BMC Bioinform. 8(S-8) (2007) - [j35]Lucia Sacchi, Cristiana Larizza, Carlo Combi, Riccardo Bellazzi:
Data mining with Temporal Abstractions: learning rules from time series. Data Min. Knowl. Discov. 15(2): 217-247 (2007) - [j34]Fulvia Ferrazzi, Paolo Magni, Lucia Sacchi, Angelo Nuzzo, Uros Petrovic, Riccardo Bellazzi:
Inferring gene regulatory networks by integrating static and dynamic data. Int. J. Medical Informatics 76(S3): S462-S475 (2007) - [j33]Lucia Sacchi, Cristiana Larizza, Paolo Magni, Riccardo Bellazzi:
Precedence Temporal Networks to represent temporal relationships in gene expression data. J. Biomed. Informatics 40(6): 761-774 (2007) - [j32]Riccardo Bellazzi, Blaz Zupan:
Towards knowledge-based gene expression data mining. J. Biomed. Informatics 40(6): 787-802 (2007) - [c45]Cristiana Larizza, Iwan Buetti, Giuseppe Milani, Angelo Nuzzo, Cinzia Sala, Daniela Toniolo, Riccardo Bellazzi:
Automatic Pedigree Reconstruction for Genetic Studies in Isolated Populations. MedInfo 2007: 1240-1244 - [c44]Angelo Nuzzo, Daniele Segagni, Giuseppe Milani, Carla Rognoni, Riccardo Bellazzi:
A Dynamic Query System for Supporting Phenotype Mining in Genetic Studies. MedInfo 2007: 1275-1279 - [p1]Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Cristiana Larizza, Roberto Bellazzi:
Assessing the Quality of Care for End Stage Renal Failure Patients by Means of Artificial Intelligence Methodologies. Advanced Computational Intelligence Paradigms in Healthcare (1) 2007: 89-112 - [e1]Riccardo Bellazzi, Ameen Abu-Hanna, Jim Hunter:
Artificial Intelligence in Medicine, 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Amsterdam, The Netherlands, July 7-11, 2007, Proceedings. Lecture Notes in Computer Science 4594, Springer 2007, ISBN 978-3-540-73598-4 [contents] - 2006
- [j31]Stefania Montani, Luigi Portinale, Giorgio Leonardi, Riccardo Bellazzi, Roberto Bellazzi:
Case-based retrieval to support the treatment of end stage renal failure patients. Artif. Intell. Medicine 37(1): 31-42 (2006) - [j30]Blaz Zupan, John H. Holmes, Riccardo Bellazzi:
Knowledge-based data analysis and interpretation. Artif. Intell. Medicine 37(3): 163-165 (2006) - [j29]Francesca Demichelis, Paolo Magni, Paolo Piergiorgi, Mark A. Rubin, Riccardo Bellazzi:
A hierarchical Naïve Bayes Model for handling sample heterogeneity in classification problems: an application to tissue microarrays. BMC Bioinform. 7: 514 (2006) - [j28]Maged N. Kamel Boulos, Fiona E. Harvey, Abdul V. Roudsari, Riccardo Bellazzi, M. Elena Hernando, Tibor Deutsch, Derek G. Cramp, Ewart R. Carson:
A proposed semantic framework for diabetes education content management, customisation and delivery within the M2DM project. Comput. Methods Programs Biomed. 83(3): 188-197 (2006) - [j27]Paolo Magni, Riccardo Bellazzi:
A stochastic model to assess the variability of blood glucose time series in diabetic patients self-monitoring. IEEE Trans. Biomed. Eng. 53(6): 977-985 (2006) - [c43]Nicola Barbarini, Paolo Magni, Riccardo Bellazzi:
A New Approach for the Analysis of Mass Spectrometry Data for Biomarker Discovery. AMIA 2006 - [c42]Fulvia Ferrazzi, Paola Sebastiani, Isaac S. Kohane, Marco Ramoni, Riccardo Bellazzi:
Dynamic Bayesian Networks in Modelling Cellular Systems: a Critical Appraisal on Simulated Data. CBMS 2006: 544-549 - [c41]Fulvia Ferrazzi, Paolo Magni, Lucia Sacchi, Riccardo Bellazzi:
Inferring gene expression networks via static and dynamic data integration. MIE 2006: 119-124 - 2005
- [j26]Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Roberto Bellazzi:
Temporal data mining for the quality assessment of hemodialysis services. Artif. Intell. Medicine 34(1): 25-39 (2005) - [j25]Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi:
Case Retrieval with Time Series Features. Intelligenza Artificiale 2(2): 15-23 (2005) - [j24]Lucia Sacchi, Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Tomaz Curk, Uros Petrovic, Blaz Zupan:
TA-clustering: Cluster analysis of gene expression profiles through Temporal Abstractions. Int. J. Medical Informatics 74(7-8): 505-517 (2005) - [c40]Chiara Cornalba, Riccardo Bellazzi, Silvana Quaglini, Roberto G. Bellazzi, Mario Stefanelli:
An Adaptive Decision Support System for Risk Management in Haemodialysis Departments. AAAI Spring Symposium: Challenges to Decision Support in a Changing World 2005: 10-16 - [c39]Andrea Sboner, Riccardo Bellazzi, Paolo Carli, Mario Cristofolini:
User-Adapted Clinical Decision Support Systems. AAAI Spring Symposium: Challenges to Decision Support in a Changing World 2005: 101-107 - [c38]Lucia Sacchi, Riccardo Bellazzi, Cristiana Larizza, Riccardo Porreca, Paolo Magni:
Learning Rules with Complex Temporal Patterns in Biomedical Domains. AIME 2005: 23-32 - [c37]Marion Verduijn, Arianna Dagliati, Lucia Sacchi, Niels Peek, Riccardo Bellazzi, Evert de Jonge, Bas A. de Mol:
Comparison of two temporal abstraction procedures: a case study in prediction from monitoring data. AMIA 2005 - [c36]Lucia Sacchi, Riccardo Bellazzi, Riccardo Porreca, Cristiana Larizza, Paolo Magni:
Precedence Temporal Networks from Gene Expression Data. CBMS 2005: 109-114 - 2004
- [c35]Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi:
RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters. ECCBR 2004: 659-672 - [c34]Silvia Panzarasa, Riccardo Bellazzi, Cristiana Larizza, Mario Stefanelli:
A careflow management system for chronic patients. MedInfo 2004: 673-677 - [c33]Lucia Sacchi, Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Tomaz Curk, Uros Petrovic, Blaz Zupan:
Clustering gene expression data with Temporal Abstractions. MedInfo 2004: 798-802 - 2003
- [j23]Stefania Montani, Paolo Magni, Riccardo Bellazzi, Cristiana Larizza, Abdul V. Roudsari, Ewart R. Carson:
Integrating model-based decision support in a multi-modal reasoning system for managing type 1 diabetic patients. Artif. Intell. Medicine 29(1-2): 131-151 (2003) - [c32]Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Roberto Bellazzi:
Quality Assessment of Hemodialysis Services through Temporal Data Mining. AIME 2003: 11-20 - 2002
- [j22]Riccardo Bellazzi, Cristiana Larizza, Stefania Montani, Alberto Riva, Mario Stefanelli, Giuseppe d'Annunzio, Renata Lorini, Enrique J. Gómez, M. Elena Hernando, Eulalia Brugués:
A telemedicine support for diabetes management: the T-IDDM project. Comput. Methods Programs Biomed. 69(2): 147-161 (2002) - [j21]Stefania Montani, Riccardo Bellazzi:
Supporting decisions in medical applications: the knowledge management perspective. Int. J. Medical Informatics 68(1-3): 79-90 (2002) - [c31]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:
Multi-access Services for the Management of Diabetes Mellitus: The M2DM Project. AMIA 2002 - 2001
- [j20]Riccardo Bellazzi, Raffaella Guglielmann, Liliana Ironi:
Learning from biomedical time series through the integration of qualitative models and fuzzy systems. Artif. Intell. Medicine 21(1-3): 215-220 (2001) - [j19]Riccardo Bellazzi, Stefania Montani, Alberto Riva, Mario Stefanelli:
Web-based telemedicine systems for home-care: technical issues and experiences. Comput. Methods Programs Biomed. 64(3): 175-187 (2001) - [j18]Rainer Schmidt, Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Lothar Gierl:
Cased-Based Reasoning for medical knowledge-based systems. Int. J. Medical Informatics 64(2-3): 355-367 (2001) - [j17]Riccardo Bellazzi, Raffaella Guglielmann, Liliana Ironi, Cesare Patrini:
A Hybrid Input-Output Approach to Model Metabolic Systems: An Application to Intracellular Thiamine Kinetics. J. Biomed. Informatics 34(4): 221-248 (2001) - [c30]Riccardo Bellazzi, Ivano Azzini, Gianna Toffolo, Stefano Bacchetti, Mario Lise:
Mining Data from a Knowledge Management Perspective: An Application to Outcome Prediction in Patients with Resectable Hepatocellular Carcinoma. AIME 2001: 40-49 - [c29]Stefania Montani, Paolo Magni, Abdul V. Roudsari, Ewart R. Carson, Riccardo Bellazzi:
Integrating Different Methodologies for Insulin Therapy Support in Type 1 Diabetic Patients. AIME 2001: 121-130 - [c28]Riccardo Bellazzi, Stefania Montani, M. Arcelloni, Pasquale De Cata, Carmine Gazzaruso, R. Giacchero, Pietro Fratino:
Supervised Implementation of Guidelines for Diabetes Management on the World Wide Web. AMIA 2001 - [c27]Stefania Montani, Riccardo Bellazzi:
Intelligent Knowledge Retrieval for Decision Support in Medical Applications. MedInfo 2001: 498-502 - [c26]Riccardo Bellazzi, Paolo Magni, Roberto Bellazzi:
Improving Dialysis Services through Information Technology: From Telemedicine to Data Mining. MedInfo 2001: 795-799 - [c25]Riccardo Bellazzi, Blaz Zupan:
A Sixth International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2001). MedInfo 2001: 1549 - 2000
- [j16]Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Stefania Montani, Mario Stefanelli:
Intelligent analysis of clinical time series: an application in the diabetes mellitus domain. Artif. Intell. Medicine 20(1): 37-57 (2000) - [j15]Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Giuseppe d'Annunzio, Stefano Fiocchi, Mario Stefanelli:
Diabetic patients management exploiting case-based reasoning techniques. Comput. Methods Programs Biomed. 62(3): 205-218 (2000) - [j14]Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Mario Stefanelli:
A multi-modal reasoning methodology for managing IDDM patients. Int. J. Medical Informatics 58: 243-256 (2000) - [j13]Riccardo Bellazzi, Paolo Magni, Giuseppe De Nicolao:
Bayesian analysis of blood glucose time series from diabetes home monitoring. IEEE Trans. Biomed. Eng. 47(7): 971-975 (2000) - [j12]Riccardo Bellazzi, Raffaella Guglielmann, Liliana Ironi:
How to improve fuzzy-neural system modeling by means of qualitative simulation. IEEE Trans. Neural Networks Learn. Syst. 11(1): 249-253 (2000) - [c24]Stefania Montani, Riccardo Bellazzi:
Exploiting multi-modal reasoning for knowledge management and decision support: an evaluation study. AMIA 2000 - [c23]Stefania Montani, Riccardo Bellazzi, Alberto Riva, Cristiana Larizza, Luigi Portinale, Mario Stefanelli:
Artificial Intelligence Techniques for Diabetes Management: the T-IDDM Project. ECAI 2000: 716-720 - [c22]Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Mario Stefanelli:
Evaluating a Multi-modal Reasoning System in Diabetes Care. EWCBR 2000: 467-478
1990 – 1999
- 1999
- [j11]Stefania Montani, Riccardo Bellazzi, Cristiana Larizza, Alberto Riva, Giuseppe d'Annunzio, Stefano Fiocchi, Renata Lorini, Mario Stefanelli:
Protocol-based reasoning in diabetic patient management. Int. J. Medical Informatics 53(1): 61-77 (1999) - [c21]Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Alberto Riva, Mario Stefanelli:
Multi-modal Reasoning in Diabetic Patient Management. AIMDM 1999: 113-123 - [c20]Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Stefania Montani, Giuseppe De Nicolao:
Intelligent Analysis of Clinical Time Series by Combining Structural Filtering and Temporal Abstractions. AIMDM 1999: 261-270 - [c19]Stefania Montani, Riccardo Bellazzi:
Integrating case based and rule based reasoning in a decision support system: evaluation with simulated patients. AMIA 1999 - [c18]Riccardo Bellazzi, Stefania Montani, Luigi Portinale, Alberto Riva:
Integrating Rule-Based and Case-Based Decision Making in Diabetic Patient Management. ICCBR 1999: 386-400 - [c17]Riccardo Bellazzi, Raffaella Guglielmann, Liliana Ironi:
A Qualitative-Fuzzy Framework for Nonlinear Black-Box System Identification. IJCAI 1999: 1041-1046 - [c16]Riccardo Bellazzi, Alberto Riva, Stefania Montani, Cristiana Larizza, M. Bestazza, Stefano Fiocchi, Giuseppe d'Annunzio, Renata Lorini, Mario Stefanelli:
Application Report: Preliminary Evaluation of the T-IDDM Project in Pavia. MIE 1999: 99-101 - [c15]Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Stefano Fiocchi, Giuseppe d'Annunzio, Mario Stefanelli:
Supporting decisions in diabetic patients management through Case-Based retrieval. MIE 1999: 645-649 - 1998
- [j10]Riccardo Bellazzi, Liliana Ironi, Raffaella Guglielmann, Mario Stefanelli:
Qualitative models and fuzzy systems: an integrated approach for learning from data. Artif. Intell. Medicine 14(1-2): 5-28 (1998) - [j9]Alberto Riva, Riccardo Bellazzi, Giordano Lanzola, Mario Stefanelli:
A development environment for knowledge-based medical applications on the world-wide web. Artif. Intell. Medicine 14(3): 279-293 (1998) - [j8]Riccardo Bellazzi, Cristiana Larizza, Alberto Riva:
Temporal Abstractions for Interpreting Diabetic Patients Monitoring Data. Intell. Data Anal. 2(1-4): 97-122 (1998) - [j7]Paolo Magni, Riccardo Bellazzi, Giuseppe De Nicolao:
Bayesian Function Learning Using MCMC Methods. IEEE Trans. Pattern Anal. Mach. Intell. 20(12): 1319-1331 (1998) - [j6]Riccardo Bellazzi, Alberto Riva:
Learning Bayesian networks probabilities from longitudinal data. IEEE Trans. Syst. Man Cybern. Part A 28(5): 629-636 (1998) - [c14]Riccardo Bellazzi, Paolo Magni, Cristiana Larizza, Giuseppe De Nicolao, Alberto Riva, Mario Stefanelli:
Mining biomedical time series by combining structural analysis and temporal abstractions. AMIA 1998 - [c13]Riccardo Bellazzi, Alberto Riva, Stefania Montani, Cristiana Larizza, Stefano Fiocchi, Giuseppe d'Annunzio, Renata Lorini, A. Monteforte, Mario Stefanelli:
A Web-Based System for Diabetes Management: The Technical and Clinical Infrastructure. AMIA 1998 - [c12]Paolo Magni, Riccardo Bellazzi, Franco Locatelli:
Using uncertainty management techniques in medical therapy planning: A decision-theoretic approach. Applications of Uncertainty Formalisms 1998: 38-57 - [c11]Riccardo Bellazzi, Stefania Montani, Luigi Portinale:
Retrieval in a Prototype-Based Case Library: A Case Study in Diabetes Therapy Revision. EWCBR 1998: 64-75 - 1997
- [j5]Riccardo Bellazzi, Paolo Magni, Giuseppe De Nicolao:
Dynamic Probabilistic Networks for Modelling and Identifying Dynamic Systems: a MCMC Approach. Intell. Data Anal. 1(1-4): 245-262 (1997) - [c10]Cristiana Larizza, Riccardo Bellazzi, Alberto Riva:
Temporal Abstractions for Diabetic Patients Management. AIME 1997: 319-330 - [c9]Riccardo Bellazzi, Liliana Ironi, Raffaella Guglielmann, Mario Stefanelli:
Learning from Data Through the Integration of Qualitative Models and Fuzzy Systems. AIME 1997: 501-512 - [c8]Riccardo Bellazzi, Cristiana Larizza, Alberto Riva:
Interpreting Longitudinal Data through Temporal Abstractions: An Application to Diabetic Patients Monitoring. IDA 1997: 287-298 - 1996
- [j4]Alberto Riva, Riccardo Bellazzi:
Learning temporal probabilistic causal models from longitudinal data. Artif. Intell. Medicine 8(3): 217-234 (1996) - [c7]Riccardo Bellazzi:
Causal Probabilistic Networks for Dynamic Modeling. ECAI 1996: 471-475 - 1995
- [j3]Riccardo Bellazzi, Carlo Siviero, Mario Stefanelli, Giuseppe De Nicolao:
Adaptive controllers for intelligent monitoring. Artif. Intell. Medicine 7(6): 515-540 (1995) - [c6]Alberto Riva, Riccardo Bellazzi:
High Level Control Strategies for Diabetes Therapy. AIME 1995: 185-196 - 1994
- [j2]Riccardo Bellazzi, Silvana Quaglini:
Reusable influence diagrams. Artif. Intell. Medicine 6(6): 483-500 (1994) - 1992
- [j1]Carlo Berzuini, Riccardo Bellazzi, Silvana Quaglini, David J. Spiegelhalter:
Bayesian networks for patient monitoring. Artif. Intell. Medicine 4(3): 243-260 (1992) - [c5]Riccardo Bellazzi, Silvana Quaglini, Carlo Berzuini:
GAMEES II: an environment for building probabilistic expert systems based on arrays of Bayesian belief networks. CBMS 1992: 546-553 - 1991
- [c4]Riccardo Bellazzi, Carlo Berzuini, Silvana Quaglini, David J. Spiegelhalter, Mark Leaning:
Cytotoxic Chemotherapy Monitoring Using Stochastic Simulation on Graphical Models. AIME 1991: 227-238 - [c3]Silvana Quaglini, Riccardo Bellazzi, Carlo Berzuini, Mario Stefanelli, Giovanni Barosi:
A Blackboard Control Architecture for Therapy Planning. AIME 1991: 249-259 - [c2]Carlo Berzuini, David J. Spiegelhalter, Riccardo Bellazzi:
Bayesian Networks Applied to Therapy Monitoring. UAI 1991: 35-43
1980 – 1989
- 1989
- [c1]Silvana Quaglini, Carlo Berzuini, Riccardo Bellazzi, Mario Stefanelli, Giovanni Barosi:
Therapy Planning by Combining Ai and Decision Theoretic Techniques. AIME 1989: 125-134
Coauthor Index
[j94] [j93] [j86] [c121] [j83] [j82] [c112] [c110] [j81] [j80] [j78] [j77] [j76] [c108] [c107] [c106] [j74] [j73] [c104] [c103] [c102] [c101] [c100] [c99] [c95] [j67] [c88] [c87] [c85] [c83] [e2] [c79] [c78] [c76] [c75] [c70] [j56] [j48] [c56] [c55] [c54] [c51] [c50] [c49] [c48] [j41] [j38] [j35] [j34] [j33] [c41] [j24] [c38] [c37] [c36] [c33]
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