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Riccardo Bellazzi
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- affiliation: University of Pavia, Italy
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2020 – today
- 2023
- [j99]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) - 2022
- [j98]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) - [j97]Giovanna Nicora
, Miguel Rios, Ameen Abu-Hanna, Riccardo Bellazzi
:
Evaluating pointwise reliability of machine learning prediction. J. Biomed. Informatics 127: 103996 (2022) - [j96]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 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) - [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
- [j95]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) - [j94]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
- [j93]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) - [j92]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) - [j91]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) - [j90]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) - [j89]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) - [j88]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) - [j87]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) - [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 M. 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]