| 2020 | ICPR | Organ Segmentation with Recursive Data Augmentation for Deep Models. | Muhammad Usman Akbar, Muhammad Abubakar Yamin, Vittorio Murino, Diego Sona |
| 2020 | ICPR | Weakly Supervised Geodesic Segmentation of Egyptian Mummy CT Scans. | Avik Hati, Matteo Bustreo, Diego Sona, Vittorio Murino, Alessio Del Bue |
| 2020 | ICPR | 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 |
| 2020 | IJCNN | 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 |
| 2019 | ICIAP | Multiple Organs Segmentation in Abdomen CT Scans Using a Cascade of CNNs. | Muhammad Usman Akbar, Shahab Aslani, Vittorio Murino, Diego Sona |
| 2019 | ICIAP | Analysis of Dynamic Brain Connectivity Through Geodesic Clustering. | A. Yamin, Michael Dayan, Letizia Squarcina, Paolo Brambilla, Vittorio Murino, Vaibhav A. Diwadkar, Diego Sona |
| 2018 | ICIP | Unsupervised Detection of White Matter Fiber Bundles with Stochastic Neural Networks. | Michael Dayan, Vasiliki-Maria Katsageorgiou, Luca Dodero, Vittorio Murino, Diego Sona |
| 2018 | ICPR | Multiple Mice Tracking: Occlusions Disentanglement using a Gaussian Mixture Model. | Ario Sadafi, Vasiliki-Maria Katsageorgiou, Huiping Huang, Francesco Papaleo, Vittorio Murino, Diego Sona |
| 2018 | MICCAI | Deep 2D Encoder-Decoder Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation in Brain MRI. | Shahab Aslani, Michael Dayan, Vittorio Murino, Diego Sona |
| 2017 | IJCNN | Data-driven study of mouse sleep-stages using Restricted Boltzmann Machines. | Vasiliki-Maria Katsageorgiou, Matteo Zanotto, Valter Tucci, Vittorio Murino, Diego Sona |
| 2016 | ICPR | 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 |
| 2016 | MICCAI | Effective Brain Connectivity Through a Constrained Autoregressive Model. | Alessandro Crimi, Luca Dodero, Vittorio Murino, Diego Sona |
| 2015 | ICVS | Improving FREAK Descriptor for Image Classification. | Cristina Hilario Gomez, Kartheek Medathati, Pierre Kornprobst, Vittorio Murino, Diego Sona |
| 2015 | MICCAI | Kernel-Based Analysis of Functional Brain Connectivity on Grassmann Manifold. | Luca Dodero, Fabio Sambataro, Vittorio Murino, Diego Sona |
| 2014 | MICCAI | Group-Wise Functional Community Detection through Joint Laplacian Diagonalization. | Luca Dodero, Alessandro Gozzi, Adam Liska, Vittorio Murino, Diego Sona |
| 2012 | FUSION | Clustered subsampling for clinically informed diagnostic brain mapping. | Malin Bjrnsdotter, Diego Sona, Sonny Rosenthal, Justin Dauwels |
| 2012 | ICPR | Segmentation and tracking of multiple interacting mice by temperature and shape information. | Luca Giancardo, Diego Sona, Diego Scheggia, Francesco Papaleo, Vittorio Murino |
| 2012 | ICPR | Inner product tree for improved Orthogonal Matching Pursuit. | Paolo Piro, Diego Sona, Vittorio Murino |
| 2010 | ICPR | Multivariate Brain Mapping by Random Subspaces. | Diego Sona, Paolo Avesani |
| 2008 | IJCNN | A relational cascade correlation for structured outputs. | Nicola Polettini, Diego Sona, Paolo Avesani |
| 2007 | ICANN | Inferring Cognition from fMRI Brain Images. | Diego Sona, Sriharsha Veeramachaneni, Emanuele Olivetti, Paolo Avesani |
| 2006 | ICALT | Automatic Generation of Metadata for Learning Objects. | Paramjeet Singh Saini, Marco Ronchetti, Diego Sona |
| 2006 | ISMIS | Regularization for Unsupervised Classification on Taxonomies. | Diego Sona, Sriharsha Veeramachaneni, Nicola Polettini, Paolo Avesani |
| 2005 | AIME | Helping Physicians to Organize Guidelines Within Conceptual Hierarchies. | Diego Sona, Paolo Avesani, Robert Moskovitch |
| 2005 | ICML | Hierarchical Dirichlet model for document classification. | Sriharsha Veeramachaneni, Diego Sona, Paolo Avesani |
| 2003 | CIKM | Bootstrapping for hierarchical document classification. | Giordano Adami, Paolo Avesani, Diego Sona |
| 2003 | ICANN | Formal Determination of Context in Contextual Recursive Cascade Correlation Networks. | Alessio Micheli, Diego Sona, Alessandro Sperduti |
| 2000 | IJCNN | Bi-Causal Recurrent Cascade Correlation. | Alessio Micheli, Diego Sona, Alessandro Sperduti |