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Riccardo Bellazzi
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- affiliation: University of Pavia, Italy
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2020 – today
- 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]