Diego Sona
Orcid: 0000-0003-2883-5336
According to our database1,
Diego Sona
authored at least 68 papers
between 1996 and 2021.
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Bibliography
2021
AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study.
Medical Image Anal., 2021
Dynamic Functional Connectivity For The Classification Of Multiple Sclerosis Phenotype: A Hidden Markov Model Approach.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
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.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
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.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Encoding Brain Networks Through Geodesic Clustering of Functional Connectivity for Multiple Sclerosis Classification.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
2019
Multi-branch convolutional neural network for multiple sclerosis lesion segmentation.
NeuroImage, 2019
CoRR, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019
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.
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.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Unsupervised Detection of White Matter Fiber Bundles with Stochastic Neural Networks.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
2017
Modeling Retinal Ganglion Cell Population Activity with Restricted Boltzmann Machines.
CoRR, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the Biomedical Engineering Systems and Technologies, 2017
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017
2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
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.
Neural Networks, 2015
Bridging the gap in connectomic studies: A particle filtering framework for estimating structural connectivity at network scale.
Medical Image Anal., 2015
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.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
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.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Frontiers Neuroinformatics, 2014
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
2013
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013
Neuronal network structural connectivity estimation by probabilistic features and graph heat kernels.
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.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013
2012
Proceedings of the Second International Workshop on Pattern Recognition in NeuroImaging, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Segmentation and tracking of multiple interacting mice by temperature and shape information.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 15th International Conference on Information Fusion, 2012
2011
Proceedings of the 2011 International Workshop on Pattern Recognition in NeuroImaging, 2011
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011
2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Brain Informatics, International Conference, 2010
2009
Proceedings of the Computational Intelligence and Bioengineering, 2009
2008
Proceedings of the International Joint Conference on Neural Networks, 2008
2007
Proceedings of the Artificial Neural Networks, 2007
Proceedings of the AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 2007
2006
Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006
Proceedings of the 6th IEEE International Conference on Advanced Learning Technologies, 2006
2005
Clustering documents into a web directory for bootstrapping a supervised classification.
Data Knowl. Eng., 2005
Proceedings of the Machine Learning, 2005
Proceedings of the Artificial Intelligence in Medicine, 2005
2004
IEEE Trans. Neural Networks, 2004
2003
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.
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003
2002
2001
Proceedings of the Sequence Learning - Paradigms, Algorithms, and Applications, 2001
2000
Neural Comput., 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
1996
Proceedings of the Advances in Neural Information Processing Systems 9, 1996