Diego Sona

Publication Activity (10 Years)

Years Active: 1996-2021
Publications (10 Years): 39

Top Topics

Microscopy Imaging

Brain Connectivity

Geodesic Distance

Top Venues

Publications

Simone Monaco, Nicole Bussola, Sara Buttò, Diego Sona, Daniele Apiletti, Giuseppe Jurman, Elisa Viola, Marco Chierici, Christodoulos Xinaris, Vincenzo Viola
Cyst segmentation on kidney tubules by means of U-Net deep-learning models. IEEE BigData (2021)
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
AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study. Medical Image Anal. 74 (2021)
Alessandro Crimi, Luca Dodero, Fabio Sambataro, Vittorio Murino, Diego Sona
Structurally constrained effective brain connectivity. NeuroImage 239 (2021)
Jacopo Tessadori, Muhammad Abubakar Yamin, Paola Valsasina, Massimo Filippi, Maria Assunta Rocca, Diego Sona
Dynamic Functional Connectivity For The Classification Of Multiple Sclerosis Phenotype: A Hidden Markov Model Approach. ISBI (2021)
Muhammad Usman Akbar, Vittorio Murino, Diego Sona
Multimodal Segmentation of Medical Images with Heavily Missing Data. BHI (2021)
Pietro Astolfi, Alessandro De Benedictis, Silvio Sarubbo, Giulia Berto, Emanuele Olivetti, Diego Sona, Paolo Avesani
A Stem-Based Dissection of Inferior Fronto-Occipital Fasciculus with A Deep Learning Model. ISBI (2020)
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
AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study. CoRR (2020)
Muhammad Usman Akbar, Muhammad Abubakar Yamin, Vittorio Murino, Diego Sona
Organ Segmentation with Recursive Data Augmentation for Deep Models. ICPR Workshops (1) (2020)
Avik Hati, Matteo Bustreo, Diego Sona, Vittorio Murino, Alessio Del Bue
Weakly Supervised Geodesic Segmentation of Egyptian Mummy CT Scans. ICPR (2020)
Avik Hati, Matteo Bustreo, Diego Sona, Vittorio Murino, Alessio Del Bue
Weakly Supervised Geodesic Segmentation of Egyptian Mummy CT Scans. CoRR (2020)
Muhammad Abubakar Yamin, Paola Valsasina, Michael Dayan, Sebastiano Vascon, Jacopo Tessadori, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona
Encoding Brain Networks Through Geodesic Clustering of Functional Connectivity for Multiple Sclerosis Classification. ICPR (2020)
Shahab Aslani, Vittorio Murino, Michael Dayan, Roger C. Tam, Diego Sona, Ghassan Hamarneh
Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI. ISBI (2020)
Muhammad Abubakar Yamin, Jacopo Tessadori, Muhammad Usman Akbar, Michael Dayan, Vittorio Murino, Diego Sona
Geodesic Clustering of Positive Definite Matrices For Classification of Mental Disorder Using Brain Functional Connectivity. IJCNN (2020)
A. Yamin, Michael Dayan, Letizia Squarcina, Paolo Brambilla, Vittorio Murino, Vaibhav A. Diwadkar, Diego Sona
Comparison of brain connectomes using geodesic distance on manifold: a twin study. CoRR (2019)
Shahab Aslani, Michael Dayan, Loredana Storelli, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona
Multi-branch convolutional neural network for multiple sclerosis lesion segmentation. NeuroImage 196 (2019)
Muhammad Usman Akbar, Shahab Aslani, Vittorio Murino, Diego Sona
Multiple Organs Segmentation in Abdomen CT Scans Using a Cascade of CNNs. ICIAP (1) (2019)
A. Yamin, Michael Dayan, Letizia Squarcina, Paolo Brambilla, Vittorio Murino, Vaibhav A. Diwadkar, Diego Sona
Analysis of Dynamic Brain Connectivity Through Geodesic Clustering. ICIAP (2) (2019)
Abubakar Yamin, Michael Dayan, Letizia Squarcina, Paolo Brambilla, Vittorio Murino, Vaibhav A. Diwadkar, Diego Sona
Comparison Of Brain Connectomes Using Geodesic Distance On Manifold: A Twins Study. ISBI (2019)
Muhammad Abubakar Yamin, Michael Dayan, Letizia Squarcina, Vaibhav A. Diwadkar, Paolo Brambilla, Vittorio Murino, Diego Sona
Investigating the Impact of Genetic Background on Brain Dynamic Functional Connectivity Through Machine Learning: A Twins Study. BHI (2019)
Shahab Aslani, Vittorio Murino, Michael Dayan, Roger C. Tam, Diego Sona, Ghassan Hamarneh
Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI. CoRR (2019)
Shahab Aslani, Michael Dayan, Vittorio Murino, Diego Sona
Deep 2D Encoder-Decoder Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation in Brain MRI. BrainLes@MICCAI (1) (2018)
Michael Dayan, Vasiliki-Maria Katsageorgiou, Luca Dodero, Vittorio Murino, Diego Sona
Unsupervised Detection of White Matter Fiber Bundles with Stochastic Neural Networks. ICIP (2018)
Ario Sadafi, Vasiliki-Maria Katsageorgiou, Huiping Huang, Francesco Papaleo, Vittorio Murino, Diego Sona
Multiple Mice Tracking: Occlusions Disentanglement using a Gaussian Mixture Model. ICPR (2018)
Shahab Aslani, Michael Dayan, Loredana Storelli, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona
Multi-branch Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation. CoRR (2018)
Alessandro Crimi, Luca Dodero, Vittorio Murino, Diego Sona
Case-control discrimination through effective brain connectivity. ISBI (2017)
Silvia Baglietto, Ibolya E. Kepiro, Gerrit Hilgen, Evelyne Sernagor, Vittorio Murino, Diego Sona
Segmentation of Retinal Ganglion Cells From Fluorescent Microscopy Imaging. BIOIMAGING (2017)
Cristina Hilario Gomez, Luca Dodero, Alessandro Gozzi, Vittorio Murino, Diego Sona
Atlas-free connectivity analysis driven by white matter structure. ISBI (2017)
Vasiliki-Maria Katsageorgiou, Matteo Zanotto, Valter Tucci, Vittorio Murino, Diego Sona
Data-driven study of mouse sleep-stages using Restricted Boltzmann Machines. IJCNN (2017)
Silvia Baglietto, Ibolya E. Kepiro, Gerrit Hilgen, Evelyne Sernagor, Vittorio Murino, Diego Sona
Automatic Segmentation of Neurons from Fluorescent Microscopy Imaging. BIOSTEC (Selected Papers) (2017)
Matteo Zanotto, Riccardo Volpi, Alessandro Maccione, Luca Berdondini, Diego Sona, Vittorio Murino
Modeling Retinal Ganglion Cell Population Activity with Restricted Boltzmann Machines. CoRR (2017)
Vasiliki-Maria Katsageorgiou, Matteo Zanotto, Huiping Huang, Valentina Ferretti, Francesco Papaleo, Diego Sona, Vittorio Murino
Unsupervised mouse behavior analysis: A data-driven study of mice interactions. ICPR (2016)
Luca Dodero, Diego Sona, Djalel Eddine Meskaldji, Vittorio Murino, Dimitri Van De Ville
Traces of human functional activity: Moment-to-moment fluctuations in fMRI data. ISBI (2016)
Alessandro Crimi, Luca Dodero, Vittorio Murino, Diego Sona
Effective Brain Connectivity Through a Constrained Autoregressive Model. MICCAI (1) (2016)
Paolo Avesani, Hananel Hazan, Ester Koilis, Larry M. Manevitz, Diego Sona
Non-parametric temporal modeling of the hemodynamic response function via a liquid state machine. Neural Networks 70 (2015)
Luca Dodero, Fabio Sambataro, Vittorio Murino, Diego Sona
Kernel-Based Analysis of Functional Brain Connectivity on Grassmann Manifold. MICCAI (3) (2015)
Luca Dodero, Ha Quang Minh, Marco San-Biagio, Vittorio Murino, Diego Sona
Kernel-based classification for brain connectivity graphs on the Riemannian manifold of positive definite matrices. ISBI (2015)
Simona Ullo, Vittorio Murino, Alessandro Maccione, Luca Berdondini, Diego Sona
Bridging the gap in connectomic studies: A particle filtering framework for estimating structural connectivity at network scale. Medical Image Anal. 21 (1) (2015)
Vasiliki-Maria Katsageorgiou, Glenda Lassi, Valter Tucci, Vittorio Murino, Diego Sona
Sleep-stage scoring in mice: The influence of data pre-processing on a system's performance. EMBC (2015)
Cristina Hilario Gomez, Kartheek Medathati, Pierre Kornprobst, Vittorio Murino, Diego Sona
Improving FREAK Descriptor for Image Classification. ICVS (2015)
Luca Dodero, Alessandro Gozzi, Adam Liska, Vittorio Murino, Diego Sona
Group-Wise Functional Community Detection through Joint Laplacian Diagonalization. MICCAI (2) (2014)
Luca Dodero, Sebastiano Vascon, Vittorio Murino, Angelo Bifone, Alessandro Gozzi, Diego Sona
Automated multi-subject fiber clustering of mouse brain using dominant sets. Frontiers Neuroinformatics 8 (2014)
Luca Dodero, Vittorio Murino, Diego Sona
Joint laplacian diagonalization for multi-modal brain community detection. PRNI (2014)
Luca Dodero, Sebastiano Vascon, Luca Giancardo, Alessandro Gozzi, Diego Sona, Vittorio Murino
Automatic White Matter Fiber Clustering Using Dominant Sets. PRNI (2013)
Simona Ullo, Umberto Castellani, Diego Sona, Alessio Del Bue, Alessandro Maccione, Luca Berdondini, Vittorio Murino
Neuronal network structural connectivity estimation by probabilistic features and graph heat kernels. ISBI (2013)
Matteo Zanotto, Diego Sona, Vittorio Murino, Francesco Papaleo
Dirichlet Process Mixtures of Multinomials for Data Mining in Mice Behaviour Analysis. ICCV Workshops (2013)
Malin Björnsdotter, Diego Sona, Sonny Rosenthal, Justin Dauwels
Clustered subsampling for clinically informed diagnostic brain mapping. FUSION (2012)
Paolo Piro, Diego Sona, Vittorio Murino
Inner product tree for improved Orthogonal Matching Pursuit. ICPR (2012)
Luca Giancardo, Diego Sona, Diego Scheggia, Francesco Papaleo, Vittorio Murino
Segmentation and tracking of multiple interacting mice by temperature and shape information. ICPR (2012)
Luca Giancardo, Diego Sona, Alessandro Gozzi, Angelo Bifone, Vittorio Murino, Sara Migliarini, Giulia Pacini, Barbara Pelosi, Massimo Pasqualetti
Automatic Tractography Analysis through Sparse Networks in Case-Control Studies. PRNI (2012)
Diego Sona, Paolo Avesani, Stefano Magon, Gianpaolo Basso, Gabriele Miceli
Pairwise Analysis for Longitudinal fMRI Studies. MLINI (2011)
Paolo Avesani, Hananel Hazan, Ester Koilis, Larry M. Manevitz, Diego Sona
Learning BOLD Response in fMRI by Reservoir Computing. PRNI (2011)
Diego Sona, Paolo Avesani
Multivariate Brain Mapping by Random Subspaces. ICPR (2010)
Diego Sona, Paolo Avesani
Feature Rating by Random Subspaces for Functional Brain Mapping. Brain Informatics (2010)
Nicola Polettini, Diego Sona, Paolo Avesani
A relational cascade correlation for structured outputs. IJCNN (2008)
Diego Sona, Sriharsha Veeramachaneni, Emanuele Olivetti, Paolo Avesani
Inferring Cognition from fMRI Brain Images. ICANN (2) (2007)
Enrico Triolo, Nicola Polettini, Diego Sona, Paolo Avesani
Building Quality-Based Views of the Web. AI*IA (2007)
Paramjeet Singh Saini, Marco Ronchetti, Diego Sona
Automatic Generation of Metadata for Learning Objects. ICALT (2006)
Diego Sona, Sriharsha Veeramachaneni, Nicola Polettini, Paolo Avesani
Regularization for Unsupervised Classification on Taxonomies. ISMIS (2006)
Giordano Adami, Paolo Avesani, Diego Sona
Clustering documents into a web directory for bootstrapping a supervised classification. Data Knowl. Eng. 54 (3) (2005)
Diego Sona, Paolo Avesani, Robert Moskovitch
Helping Physicians to Organize Guidelines Within Conceptual Hierarchies. AIME (2005)
Sriharsha Veeramachaneni, Diego Sona, Paolo Avesani
Hierarchical Dirichlet model for document classification. ICML (2005)
Alessio Micheli, Diego Sona, Alessandro Sperduti
Contextual processing of structured data by recursive cascade correlation. IEEE Trans. Neural Networks 15 (6) (2004)
Alessio Micheli, Diego Sona, Alessandro Sperduti
Formal Determination of Context in Contextual Recursive Cascade Correlation Networks. ICANN (2003)
Giordano Adami, Paolo Avesani, Diego Sona
Clustering documents in a web directory. WIDM (2003)
Giordano Adami, Paolo Avesani, Diego Sona
Bootstrapping for hierarchical document classification. CIKM (2003)
Egon Börger, Diego Sona
A Neural Abstract Machine. J. Univers. Comput. Sci. 7 (11) (2001)
Diego Sona, Alessandro Sperduti
On the Need for a Neural Abstract Machine. Sequence Learning (2001)
Diego Sona, Alessandro Sperduti, Antonina Starita
Discriminant Pattern Recognition Using Transformation-Invariant Neurons. Neural Comput. 12 (6) (2000)
Alessio Micheli, Diego Sona, Alessandro Sperduti
Bi-Causal Recurrent Cascade Correlation. IJCNN (3) (2000)
Diego Sona, Alessandro Sperduti, Antonina Starita
A Constructive Learning Algorithm for Discriminant Tangent Models. NIPS (1996)