Diego Sona

According to our database, Diego Sona authored at least 69 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Machine learning predicts pulmonary Long Covid sequelae using clinical data.

Ermanno Cordelli, Paolo Soda, Sara Citter, Elia Schiavon, Christian Salvatore, Deborah Fazzini, Greta Clementi, Michaela Cellina, Andrea Cozzi, Chandra Bortolotto, Lorenzo Preda, Luisa Francini, Matteo Tortora, Isabella Castiglioni, Sergio Papa, Diego Sona, Marco Alì

BMC Medical Informatics Decis. Mak., December, 2024

2021

Structurally constrained effective brain connectivity.

Alessandro Crimi, Luca Dodero, Fabio Sambataro, Vittorio Murino, Diego Sona

NeuroImage, 2021

AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study.

Paolo Soda, Natascha Claudia D'Amico, Jacopo Tessadori, Giovanni Valbusa, Valerio Guarrasi, Chandra Bortolotto, Muhammad Usman Akbar, Rosa Sicilia, Ermanno Cordelli, Deborah Fazzini, Michaela Cellina, Giancarlo Oliva, Giovanni Callea, Silvia Panella, Maurizio Cariati, Diletta Cozzi, Vittorio Miele, Elvira Stellato, Gianpaolo Carrafiello, Giulia Castorani, Annalisa Simeone, Lorenzo Preda, Giulio Iannello, Alessio Del Bue, Fabio Tedoldi, Marco Alì, Diego Sona, Sergio Papa

Medical Image Anal., 2021

Dynamic Functional Connectivity For The Classification Of Multiple Sclerosis Phenotype: A Hidden Markov Model Approach.

Jacopo Tessadori, Muhammad Abubakar Yamin, Paola Valsasina, Massimo Filippi, Maria Assunta Rocca, Diego Sona

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Cyst segmentation on kidney tubules by means of U-Net deep-learning models.

Simone Monaco, Nicole Bussola, Sara Buttò, Diego Sona, Daniele Apiletti, Giuseppe Jurman, Elisa Viola, Marco Chierici, Christodoulos Xinaris, Vincenzo Viola

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Multimodal Segmentation of Medical Images with Heavily Missing Data.

Muhammad Usman Akbar, Vittorio Murino, Diego Sona

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020

A Stem-Based Dissection of Inferior Fronto-Occipital Fasciculus with A Deep Learning Model.

Pietro Astolfi, Alessandro De Benedictis, Silvio Sarubbo, Giulia Berto, Emanuele Olivetti, Diego Sona, Paolo Avesani

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI.

Shahab Aslani, Vittorio Murino, Michael Dayan, Roger C. Tam, Diego Sona, Ghassan Hamarneh

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Geodesic Clustering of Positive Definite Matrices For Classification of Mental Disorder Using Brain Functional Connectivity.

Muhammad Abubakar Yamin, Jacopo Tessadori, Muhammad Usman Akbar, Michael Dayan, Vittorio Murino, Diego Sona

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Encoding Brain Networks Through Geodesic Clustering of Functional Connectivity for Multiple Sclerosis Classification.

Muhammad Abubakar Yamin, Paola Valsasina, Michael Dayan, Sebastiano Vascon, Jacopo Tessadori, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Weakly Supervised Geodesic Segmentation of Egyptian Mummy CT Scans.

Avik Hati, Matteo Bustreo, Diego Sona, Vittorio Murino, Alessio Del Bue

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Organ Segmentation with Recursive Data Augmentation for Deep Models.

Muhammad Usman Akbar, Muhammad Abubakar Yamin, Vittorio Murino, Diego Sona

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

Multi-branch convolutional neural network for multiple sclerosis lesion segmentation.

Shahab Aslani, Michael Dayan, Loredana Storelli, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona

NeuroImage, 2019

Comparison of brain connectomes using geodesic distance on manifold: a twin study.

A. Yamin, Michael Dayan, Letizia Squarcina, Paolo Brambilla, Vittorio Murino, Vaibhav A. Diwadkar, Diego Sona

CoRR, 2019

Comparison Of Brain Connectomes Using Geodesic Distance On Manifold: A Twins Study.

Abubakar Yamin, Michael Dayan, Letizia Squarcina, Paolo Brambilla, Vittorio Murino, Vaibhav A. Diwadkar, Diego Sona

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Analysis of Dynamic Brain Connectivity Through Geodesic Clustering.

A. Yamin, Michael Dayan, Letizia Squarcina, Paolo Brambilla, Vittorio Murino, Vaibhav A. Diwadkar, Diego Sona

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Multiple Organs Segmentation in Abdomen CT Scans Using a Cascade of CNNs.

Muhammad Usman Akbar, Shahab Aslani, Vittorio Murino, Diego Sona

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Investigating the Impact of Genetic Background on Brain Dynamic Functional Connectivity Through Machine Learning: A Twins Study.

Muhammad Abubakar Yamin, Michael Dayan, Letizia Squarcina, Vaibhav A. Diwadkar, Paolo Brambilla, Vittorio Murino, Diego Sona

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018

Deep 2D Encoder-Decoder Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation in Brain MRI.

Shahab Aslani, Michael Dayan, Vittorio Murino, Diego Sona

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Multiple Mice Tracking: Occlusions Disentanglement using a Gaussian Mixture Model.

Ario Sadafi, Vasiliki-Maria Katsageorgiou, Huiping Huang, Francesco Papaleo, Vittorio Murino, Diego Sona

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Unsupervised Detection of White Matter Fiber Bundles with Stochastic Neural Networks.

Michael Dayan, Vasiliki-Maria Katsageorgiou, Luca Dodero, Vittorio Murino, Diego Sona

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Modeling Retinal Ganglion Cell Population Activity with Restricted Boltzmann Machines.

Matteo Zanotto, Riccardo Volpi, Alessandro Maccione, Luca Berdondini, Diego Sona, Vittorio Murino

CoRR, 2017

Atlas-free connectivity analysis driven by white matter structure.

Cristina Hilario Gomez, Luca Dodero, Alessandro Gozzi, Vittorio Murino, Diego Sona

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Case-control discrimination through effective brain connectivity.

Alessandro Crimi, Luca Dodero, Vittorio Murino, Diego Sona

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Data-driven study of mouse sleep-stages using Restricted Boltzmann Machines.

Vasiliki-Maria Katsageorgiou, Matteo Zanotto, Valter Tucci, Vittorio Murino, Diego Sona

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Automatic Segmentation of Neurons from Fluorescent Microscopy Imaging.

Silvia Baglietto, Ibolya E. Kepiro, Gerrit Hilgen, Evelyne Sernagor, Vittorio Murino, Diego Sona

Proceedings of the Biomedical Engineering Systems and Technologies, 2017

Segmentation of Retinal Ganglion Cells From Fluorescent Microscopy Imaging.

Silvia Baglietto, Ibolya E. Kepiro, Gerrit Hilgen, Evelyne Sernagor, Vittorio Murino, Diego Sona

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016

Effective Brain Connectivity Through a Constrained Autoregressive Model.

Alessandro Crimi, Luca Dodero, Vittorio Murino, Diego Sona

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Traces of human functional activity: Moment-to-moment fluctuations in fMRI data.

Luca Dodero, Diego Sona, Djalel Eddine Meskaldji, Vittorio Murino, Dimitri Van De Ville

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Unsupervised mouse behavior analysis: A data-driven study of mice interactions.

Vasiliki-Maria Katsageorgiou, Matteo Zanotto, Huiping Huang, Valentina Ferretti, Francesco Papaleo, Diego Sona, Vittorio Murino

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

Non-parametric temporal modeling of the hemodynamic response function via a liquid state machine.

Paolo Avesani, Hananel Hazan, Ester Koilis, Larry M. Manevitz, Diego Sona

Neural Networks, 2015

Bridging the gap in connectomic studies: A particle filtering framework for estimating structural connectivity at network scale.

Simona Ullo, Vittorio Murino, Alessandro Maccione, Luca Berdondini, Diego Sona

Medical Image Anal., 2015

Kernel-Based Analysis of Functional Brain Connectivity on Grassmann Manifold.

Luca Dodero, Fabio Sambataro, Vittorio Murino, Diego Sona

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Kernel-based classification for brain connectivity graphs on the Riemannian manifold of positive definite matrices.

Luca Dodero, Ha Quang Minh, Marco San-Biagio, Vittorio Murino, Diego Sona

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Improving FREAK Descriptor for Image Classification.

Cristina Hilario Gomez, Kartheek Medathati, Pierre Kornprobst, Vittorio Murino, Diego Sona

Proceedings of the Computer Vision Systems - 10th International Conference, 2015

Sleep-stage scoring in mice: The influence of data pre-processing on a system's performance.

Vasiliki-Maria Katsageorgiou, Glenda Lassi, Valter Tucci, Vittorio Murino, Diego Sona

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Automated multi-subject fiber clustering of mouse brain using dominant sets.

Luca Dodero, Sebastiano Vascon, Vittorio Murino, Angelo Bifone, Alessandro Gozzi, Diego Sona

Frontiers Neuroinformatics, 2014

Joint laplacian diagonalization for multi-modal brain community detection.

Luca Dodero, Vittorio Murino, Diego Sona

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Group-Wise Functional Community Detection through Joint Laplacian Diagonalization.

Luca Dodero, Alessandro Gozzi, Adam Liska, Vittorio Murino, Diego Sona

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013

Automatic White Matter Fiber Clustering Using Dominant Sets.

Luca Dodero, Sebastiano Vascon, Luca Giancardo, Alessandro Gozzi, Diego Sona, Vittorio Murino

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

Neuronal network structural connectivity estimation by probabilistic features and graph heat kernels.

Simona Ullo, Umberto Castellani, Diego Sona, Alessio Del Bue, Alessandro Maccione, Luca Berdondini, Vittorio Murino

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Dirichlet Process Mixtures of Multinomials for Data Mining in Mice Behaviour Analysis.

Matteo Zanotto, Diego Sona, Vittorio Murino, Francesco Papaleo

Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

2012

Automatic Tractography Analysis through Sparse Networks in Case-Control Studies.

Luca Giancardo, Diego Sona, Alessandro Gozzi, Angelo Bifone, Vittorio Murino, Sara Migliarini, Giulia Pacini, Barbara Pelosi, Massimo Pasqualetti

Proceedings of the Second International Workshop on Pattern Recognition in NeuroImaging, 2012

Inner product tree for improved Orthogonal Matching Pursuit.

Paolo Piro, Diego Sona, Vittorio Murino

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Segmentation and tracking of multiple interacting mice by temperature and shape information.

Luca Giancardo, Diego Sona, Diego Scheggia, Francesco Papaleo, Vittorio Murino

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Clustered subsampling for clinically informed diagnostic brain mapping.

Malin Björnsdotter, Diego Sona, Sonny Rosenthal, Justin Dauwels

Proceedings of the 15th International Conference on Information Fusion, 2012

2011

Learning BOLD Response in fMRI by Reservoir Computing.

Paolo Avesani, Hananel Hazan, Ester Koilis, Larry M. Manevitz, Diego Sona

Proceedings of the 2011 International Workshop on Pattern Recognition in NeuroImaging, 2011

Pairwise Analysis for Longitudinal fMRI Studies.

Diego Sona, Paolo Avesani, Stefano Magon, Gianpaolo Basso, Gabriele Miceli

Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011

2010

Multivariate Brain Mapping by Random Subspaces.

Diego Sona, Paolo Avesani

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Feature Rating by Random Subspaces for Functional Brain Mapping.

Diego Sona, Paolo Avesani

Proceedings of the Brain Informatics, International Conference, 2010

2009

Learning to Interpret Cognitive States from fMRI Brain Images.

Diego Sona, Emanuele Olivetti, Paolo Avesani, Sriharsha Veeramachaneni

Proceedings of the Computational Intelligence and Bioengineering, 2009

2008

A relational cascade correlation for structured outputs.

Nicola Polettini, Diego Sona, Paolo Avesani

Proceedings of the International Joint Conference on Neural Networks, 2008

2007

Inferring Cognition from fMRI Brain Images.

Diego Sona, Sriharsha Veeramachaneni, Emanuele Olivetti, Paolo Avesani

Proceedings of the Artificial Neural Networks, 2007

Building Quality-Based Views of the Web.

Enrico Triolo, Nicola Polettini, Diego Sona, Paolo Avesani

Proceedings of the AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 2007

2006

Regularization for Unsupervised Classification on Taxonomies.

Diego Sona, Sriharsha Veeramachaneni, Nicola Polettini, Paolo Avesani

Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Automatic Generation of Metadata for Learning Objects.

Paramjeet Singh Saini, Marco Ronchetti, Diego Sona

Proceedings of the 6th IEEE International Conference on Advanced Learning Technologies, 2006

2005

Clustering documents into a web directory for bootstrapping a supervised classification.

Giordano Adami, Paolo Avesani, Diego Sona

Data Knowl. Eng., 2005

Hierarchical Dirichlet model for document classification.

Sriharsha Veeramachaneni, Diego Sona, Paolo Avesani

Proceedings of the Machine Learning, 2005

Helping Physicians to Organize Guidelines Within Conceptual Hierarchies.

Diego Sona, Paolo Avesani, Robert Moskovitch

Proceedings of the Artificial Intelligence in Medicine, 2005

2004

Contextual processing of structured data by recursive cascade correlation.

Alessio Micheli, Diego Sona, Alessandro Sperduti

IEEE Trans. Neural Networks, 2004

2003

Clustering documents in a web directory.

Giordano Adami, Paolo Avesani, Diego Sona

Proceedings of the Fifth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2003), 2003

Formal Determination of Context in Contextual Recursive Cascade Correlation Networks.

Alessio Micheli, Diego Sona, Alessandro Sperduti

Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

Bootstrapping for hierarchical document classification.

Giordano Adami, Paolo Avesani, Diego Sona

Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

2002

A proposal for an abstract neural machine.

Diego Sona

PhD thesis, 2002

2001

A Neural Abstract Machine.

Egon Börger, Diego Sona

J. Univers. Comput. Sci., 2001

On the Need for a Neural Abstract Machine.

Diego Sona, Alessandro Sperduti

Proceedings of the Sequence Learning - Paradigms, Algorithms, and Applications, 2001

2000

Discriminant Pattern Recognition Using Transformation-Invariant Neurons.

Diego Sona, Alessandro Sperduti, Antonina Starita

Neural Comput., 2000

Bi-Causal Recurrent Cascade Correlation.

Alessio Micheli, Diego Sona, Alessandro Sperduti

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1996

A Constructive Learning Algorithm for Discriminant Tangent Models.

Diego Sona, Alessandro Sperduti, Antonina Starita

Proceedings of the Advances in Neural Information Processing Systems 9, 1996