Diego Sona - RankMe

78 papers A* 1A 1B 13C 4Journal 20Unranked 36

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	AI-Based Modular Warning Machine for Risk Identification in Proximity Healthcare. MetroXRAINE Chiara Razzetta, Shahryar Noei, Federico Barbarossa, Edoardo Spairani, Monica Roascio, Elisa Barbi, Giulia Ciacci, Sara Sommariva, Sabrina Guastavino, Michele Piana, Matteo Lenge, Gabriele Arnulfo, Giovanni Magenes, Elvira Maranesi, Giulio Amabili, Anna Maria Massone, Federico Benvenuto, Giuseppe Jurman, Diego Sona, Cristina Campi
2025	J	`jnl`	AI-based modular warning machine for risk identification in proximity healthcare. CoRR Chiara Razzetta, Shahryar Noei, Federico Barbarossa, Edoardo Spairani, Monica Roascio, Elisa Barbi, Giulia Ciacci, Sara Sommariva, Sabrina Guastavino, Michele Piana, Matteo Lenge, Gabriele Arnulfo, Giovanni Magenes, Elvira Maranesi, Giulio Amabili, Anna Maria Massone, Federico Benvenuto, Giuseppe Jurman, Diego Sona, Cristina Campi
2025	J	`jnl`	Correction: Machine learning predicts pulmonary long Covid sequelae using clinical data. BMC Medical Informatics Decis. Mak. 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
2025	J	`jnl`	Linking dynamic connectivity states to cognitive decline and anatomical changes in Alzheimer's disease. NeuroImage Jacopo Tessadori, Ilaria Boscolo Galazzo, Silvia Francesca Storti, Lorenzo Pini, Lorenza Brusini, Federica Cruciani, Diego Sona, Gloria Menegaz, Vittorio Murino
2024	J	`jnl`	Machine learning predicts pulmonary Long Covid sequelae using clinical data. BMC Medical Informatics Decis. Mak. 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
2021	J	`jnl`	AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study. Medical Image Anal. 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
2021	—	`conf`	Cyst segmentation on kidney tubules by means of U-Net deep-learning models. IEEE BigData Simone Monaco, Nicole Bussola, Sara Buttò, Diego Sona, Daniele Apiletti, Giuseppe Jurman, Elisa Viola, Marco Chierici, Christodoulos Xinaris, Vincenzo Viola
2021	—	`conf`	Dynamic Functional Connectivity For The Classification Of Multiple Sclerosis Phenotype: A Hidden Markov Model Approach. ISBI Jacopo Tessadori, Muhammad Abubakar Yamin, Paola Valsasina, Massimo Filippi, Maria Assunta Rocca, Diego Sona
2021	—	`conf`	Multimodal Segmentation of Medical Images with Heavily Missing Data. BHI Muhammad Usman Akbar, Vittorio Murino, Diego Sona
2021	J	`jnl`	Structurally constrained effective brain connectivity. NeuroImage Alessandro Crimi, Luca Dodero, Fabio Sambataro, Vittorio Murino, Diego Sona
2020	—	`conf`	A Stem-Based Dissection of Inferior Fronto-Occipital Fasciculus with A Deep Learning Model. ISBI Pietro Astolfi, Alessandro De Benedictis, Silvio Sarubbo, Giulia Berto, Emanuele Olivetti, Diego Sona, Paolo Avesani
2020	J	`jnl`	AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study. CoRR 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
2020	B	`conf`	Encoding Brain Networks Through Geodesic Clustering of Functional Connectivity for Multiple Sclerosis Classification. ICPR Muhammad Abubakar Yamin, Paola Valsasina, Michael Dayan, Sebastiano Vascon, Jacopo Tessadori, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona
2020	B	`conf`	Geodesic Clustering of Positive Definite Matrices For Classification of Mental Disorder Using Brain Functional Connectivity. IJCNN Muhammad Abubakar Yamin, Jacopo Tessadori, Muhammad Usman Akbar, Michael Dayan, Vittorio Murino, Diego Sona
2020	—	`conf`	Organ Segmentation with Recursive Data Augmentation for Deep Models. ICPR Workshops (1) Muhammad Usman Akbar, Muhammad Abubakar Yamin, Vittorio Murino, Diego Sona
2020	—	`conf`	Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI. ISBI Shahab Aslani, Vittorio Murino, Michael Dayan, Roger C. Tam, Diego Sona, Ghassan Hamarneh
2020	B	`conf`	Weakly Supervised Geodesic Segmentation of Egyptian Mummy CT Scans. ICPR Avik Hati, Matteo Bustreo, Diego Sona, Vittorio Murino, Alessio Del Bue
2020	J	`jnl`	Weakly Supervised Geodesic Segmentation of Egyptian Mummy CT Scans. CoRR Avik Hati, Matteo Bustreo, Diego Sona, Vittorio Murino, Alessio Del Bue
2019	—	`conf`	Analysis of Dynamic Brain Connectivity Through Geodesic Clustering. ICIAP (2) A. Yamin, Michael Dayan, Letizia Squarcina, Paolo Brambilla, Vittorio Murino, Vaibhav A. Diwadkar, Diego Sona
2019	—	`conf`	Comparison Of Brain Connectomes Using Geodesic Distance On Manifold: A Twins Study. ISBI Abubakar Yamin, Michael Dayan, Letizia Squarcina, Paolo Brambilla, Vittorio Murino, Vaibhav A. Diwadkar, Diego Sona
2019	J	`jnl`	Comparison of brain connectomes using geodesic distance on manifold: a twin study. CoRR A. Yamin, Michael Dayan, Letizia Squarcina, Paolo Brambilla, Vittorio Murino, Vaibhav A. Diwadkar, Diego Sona
2019	—	`conf`	Investigating the Impact of Genetic Background on Brain Dynamic Functional Connectivity Through Machine Learning: A Twins Study. BHI Muhammad Abubakar Yamin, Michael Dayan, Letizia Squarcina, Vaibhav A. Diwadkar, Paolo Brambilla, Vittorio Murino, Diego Sona
2019	J	`jnl`	Multi-branch convolutional neural network for multiple sclerosis lesion segmentation. NeuroImage Shahab Aslani, Michael Dayan, Loredana Storelli, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona
2019	—	`conf`	Multiple Organs Segmentation in Abdomen CT Scans Using a Cascade of CNNs. ICIAP (1) Muhammad Usman Akbar, Shahab Aslani, Vittorio Murino, Diego Sona
2019	J	`jnl`	Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI. CoRR Shahab Aslani, Vittorio Murino, Michael Dayan, Roger C. Tam, Diego Sona, Ghassan Hamarneh
2018	—	`conf`	Deep 2D Encoder-Decoder Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation in Brain MRI. BrainLes@MICCAI (1) Shahab Aslani, Michael Dayan, Vittorio Murino, Diego Sona
2018	J	`jnl`	Multi-branch Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation. CoRR Shahab Aslani, Michael Dayan, Loredana Storelli, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona
2018	B	`conf`	Multiple Mice Tracking: Occlusions Disentanglement using a Gaussian Mixture Model. ICPR Ario Sadafi, Vasiliki-Maria Katsageorgiou, Huiping Huang, Francesco Papaleo, Vittorio Murino, Diego Sona
2018	B	`conf`	Unsupervised Detection of White Matter Fiber Bundles with Stochastic Neural Networks. ICIP Michael Dayan, Vasiliki-Maria Katsageorgiou, Luca Dodero, Vittorio Murino, Diego Sona
2017	—	`conf`	Atlas-free connectivity analysis driven by white matter structure. ISBI Cristina Hilario Gomez, Luca Dodero, Alessandro Gozzi, Vittorio Murino, Diego Sona
2017	—	`conf`	Automatic Segmentation of Neurons from Fluorescent Microscopy Imaging. BIOSTEC (Selected Papers) Silvia Baglietto, Ibolya E. Kepiro, Gerrit Hilgen, Evelyne Sernagor, Vittorio Murino, Diego Sona
2017	—	`conf`	Case-control discrimination through effective brain connectivity. ISBI Alessandro Crimi, Luca Dodero, Vittorio Murino, Diego Sona
2017	B	`conf`	Data-driven study of mouse sleep-stages using Restricted Boltzmann Machines. IJCNN Vasiliki-Maria Katsageorgiou, Matteo Zanotto, Valter Tucci, Vittorio Murino, Diego Sona
2017	J	`jnl`	Modeling Retinal Ganglion Cell Population Activity with Restricted Boltzmann Machines. CoRR Matteo Zanotto, Riccardo Volpi, Alessandro Maccione, Luca Berdondini, Diego Sona, Vittorio Murino
2017	—	`conf`	Segmentation of Retinal Ganglion Cells From Fluorescent Microscopy Imaging. BIOIMAGING Silvia Baglietto, Ibolya E. Kepiro, Gerrit Hilgen, Evelyne Sernagor, Vittorio Murino, Diego Sona
2016	—	`conf`	Effective Brain Connectivity Through a Constrained Autoregressive Model. MICCAI (1) Alessandro Crimi, Luca Dodero, Vittorio Murino, Diego Sona
2016	—	`conf`	Traces of human functional activity: Moment-to-moment fluctuations in fMRI data. ISBI Luca Dodero, Diego Sona, Djalel Eddine Meskaldji, Vittorio Murino, Dimitri Van De Ville
2016	B	`conf`	Unsupervised mouse behavior analysis: A data-driven study of mice interactions. ICPR Vasiliki-Maria Katsageorgiou, Matteo Zanotto, Huiping Huang, Valentina Ferretti, Francesco Papaleo, Diego Sona, Vittorio Murino
2015	J	`jnl`	Bridging the gap in connectomic studies: A particle filtering framework for estimating structural connectivity at network scale. Medical Image Anal. Simona Ullo, Vittorio Murino, Alessandro Maccione, Luca Berdondini, Diego Sona
2015	C	`conf`	Improving FREAK Descriptor for Image Classification. ICVS Cristina Hilario Gomez, Kartheek Medathati, Pierre Kornprobst, Vittorio Murino, Diego Sona
2015	—	`conf`	Kernel-Based Analysis of Functional Brain Connectivity on Grassmann Manifold. MICCAI (3) Luca Dodero, Fabio Sambataro, Vittorio Murino, Diego Sona
2015	—	`conf`	Kernel-based classification for brain connectivity graphs on the Riemannian manifold of positive definite matrices. ISBI Luca Dodero, Ha Quang Minh, Marco San-Biagio, Vittorio Murino, Diego Sona
2015	—	`ed.`	New Trends in Image Analysis and Processing - ICIAP 2015 Workshops - ICIAP 2015 International Workshops: BioFor, CTMR, RHEUMA, ISCA, MADiMa, SBMI, and QoEM, Genoa, Italy, September 7-8, 2015, Proceedings ICIAP Workshops Vittorio Murino, Enrico Puppo, Diego Sona, Marco Cristani, Carlo Sansone
2015	J	`jnl`	Non-parametric temporal modeling of the hemodynamic response function via a liquid state machine. Neural Networks Paolo Avesani, Hananel Hazan, Ester Koilis, Larry M. Manevitz, Diego Sona
2015	—	`conf`	Sleep-stage scoring in mice: The influence of data pre-processing on a system's performance. EMBC Vasiliki-Maria Katsageorgiou, Glenda Lassi, Valter Tucci, Vittorio Murino, Diego Sona
2014	J	`jnl`	Automated multi-subject fiber clustering of mouse brain using dominant sets. Frontiers Neuroinformatics Luca Dodero, Sebastiano Vascon, Vittorio Murino, Angelo Bifone, Alessandro Gozzi, Diego Sona
2014	—	`conf`	Group-Wise Functional Community Detection through Joint Laplacian Diagonalization. MICCAI (2) Luca Dodero, Alessandro Gozzi, Adam Liska, Vittorio Murino, Diego Sona
2014	—	`conf`	Joint laplacian diagonalization for multi-modal brain community detection. PRNI Luca Dodero, Vittorio Murino, Diego Sona
2013	—	`conf`	Automatic White Matter Fiber Clustering Using Dominant Sets. PRNI Luca Dodero, Sebastiano Vascon, Luca Giancardo, Alessandro Gozzi, Diego Sona, Vittorio Murino
2013	—	`conf`	Dirichlet Process Mixtures of Multinomials for Data Mining in Mice Behaviour Analysis. ICCV Workshops Matteo Zanotto, Diego Sona, Vittorio Murino, Francesco Papaleo
2013	—	`conf`	Neuronal network structural connectivity estimation by probabilistic features and graph heat kernels. ISBI Simona Ullo, Umberto Castellani, Diego Sona, Alessio Del Bue, Alessandro Maccione, Luca Berdondini, Vittorio Murino
2012	—	`conf`	Automatic Tractography Analysis through Sparse Networks in Case-Control Studies. PRNI Luca Giancardo, Diego Sona, Alessandro Gozzi, Angelo Bifone, Vittorio Murino, Sara Migliarini, Giulia Pacini, Barbara Pelosi, Massimo Pasqualetti
2012	C	`conf`	Clustered subsampling for clinically informed diagnostic brain mapping. FUSION Malin Björnsdotter, Diego Sona, Sonny Rosenthal, Justin Dauwels
2012	B	`conf`	Inner product tree for improved Orthogonal Matching Pursuit. ICPR Paolo Piro, Diego Sona, Vittorio Murino
2012	B	`conf`	Segmentation and tracking of multiple interacting mice by temperature and shape information. ICPR Luca Giancardo, Diego Sona, Diego Scheggia, Francesco Papaleo, Vittorio Murino
2011	—	`conf`	Learning BOLD Response in fMRI by Reservoir Computing. PRNI Paolo Avesani, Hananel Hazan, Ester Koilis, Larry M. Manevitz, Diego Sona
2011	—	`conf`	Pairwise Analysis for Longitudinal fMRI Studies. MLINI Diego Sona, Paolo Avesani, Stefano Magon, Gianpaolo Basso, Gabriele Miceli
2010	—	`conf`	Feature Rating by Random Subspaces for Functional Brain Mapping. Brain Informatics Diego Sona, Paolo Avesani
2010	B	`conf`	Multivariate Brain Mapping by Random Subspaces. ICPR Diego Sona, Paolo Avesani
2009	—	`ch.`	Learning to Interpret Cognitive States from fMRI Brain Images. Computational Intelligence and Bioengineering Diego Sona, Emanuele Olivetti, Paolo Avesani, Sriharsha Veeramachaneni
2008	B	`conf`	A relational cascade correlation for structured outputs. IJCNN Nicola Polettini, Diego Sona, Paolo Avesani
2007	—	`conf`	Building Quality-Based Views of the Web. AI*IA Enrico Triolo, Nicola Polettini, Diego Sona, Paolo Avesani
2007	—	`conf`	Inferring Cognition from fMRI Brain Images. ICANN (2) Diego Sona, Sriharsha Veeramachaneni, Emanuele Olivetti, Paolo Avesani
2006	B	`conf`	Automatic Generation of Metadata for Learning Objects. ICALT Paramjeet Singh Saini, Marco Ronchetti, Diego Sona
2006	C	`conf`	Regularization for Unsupervised Classification on Taxonomies. ISMIS Diego Sona, Sriharsha Veeramachaneni, Nicola Polettini, Paolo Avesani
2005	J	`jnl`	Clustering documents into a web directory for bootstrapping a supervised classification. Data Knowl. Eng. Giordano Adami, Paolo Avesani, Diego Sona
2005	B	`conf`	Helping Physicians to Organize Guidelines Within Conceptual Hierarchies. AIME Diego Sona, Paolo Avesani, Robert Moskovitch
2005	A*	`conf`	Hierarchical Dirichlet model for document classification. ICML Sriharsha Veeramachaneni, Diego Sona, Paolo Avesani
2004	J	`jnl`	Contextual processing of structured data by recursive cascade correlation. IEEE Trans. Neural Networks Alessio Micheli, Diego Sona, Alessandro Sperduti
2003	A	`conf`	Bootstrapping for hierarchical document classification. CIKM Giordano Adami, Paolo Avesani, Diego Sona
2003	—	`conf`	Clustering documents in a web directory. WIDM Giordano Adami, Paolo Avesani, Diego Sona
2003	C	`conf`	Formal Determination of Context in Contextual Recursive Cascade Correlation Networks. ICANN Alessio Micheli, Diego Sona, Alessandro Sperduti
2002	—	`—`	A proposal for an abstract neural machine. Diego Sona
2001	J	`jnl`	A Neural Abstract Machine. J. Univers. Comput. Sci. Egon Börger, Diego Sona
2001	—	`conf`	On the Need for a Neural Abstract Machine. Sequence Learning Diego Sona, Alessandro Sperduti
2000	—	`conf`	Bi-Causal Recurrent Cascade Correlation. IJCNN (3) Alessio Micheli, Diego Sona, Alessandro Sperduti
2000	J	`jnl`	Discriminant Pattern Recognition Using Transformation-Invariant Neurons. Neural Comput. Diego Sona, Alessandro Sperduti, Antonina Starita
1996	—	`conf`	A Constructive Learning Algorithm for Discriminant Tangent Models. NIPS Diego Sona, Alessandro Sperduti, Antonina Starita