Paolo Brambilla

According to our database, Paolo Brambilla authored at least 29 papers between 2009 and 2023.

Collaborative distances:

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

2023

Correction to: Geometric Reliability of Super-Resolution Reconstructed Images from Clinical Fetal MRI in the Second Trimester.

Tommaso Ciceri, Letizia Squarcina, Alessandro Pigoni, Adele Ferro, Florian Montano, Alessandra Bertoldo, Nicola Persico, Simona Boito, Fabio Maria Triulzi, Giorgio Conte, Paolo Brambilla, Denis Peruzzo

Neuroinformatics, October, 2023

Review on deep learning fetal brain segmentation from Magnetic Resonance images.

Tommaso Ciceri, Letizia Squarcina, Alice Giubergia, Alessandra Bertoldo, Paolo Brambilla, Denis Peruzzo

Artif. Intell. Medicine, September, 2023

Geometric Reliability of Super-Resolution Reconstructed Images from Clinical Fetal MRI in the Second Trimester.

Tommaso Ciceri, Letizia Squarcina, Alessandro Pigoni, Adele Ferro, Florian Montano, Alessandra Bertoldo, Nicola Persico, Simona Boito, Fabio Maria Triulzi, Giorgio Conte, Paolo Brambilla, Denis Peruzzo

Neuroinformatics, July, 2023

Algorithms for Vision-Based Quality Control of Circularly Symmetric Components.

Paolo Brambilla, Chiara Conese, Davide Maria Fabris, Paolo Chiariotti, Marco Tarabini

Sensors, March, 2023

Comparison of Multi-site Neuroimaging Data Harmonization Techniques for Machine Learning Applications.

Inês W. Sampaio, Emma Tassi, Marcella Bellani, Francesco Benedetti, Sara Poletti, Gianfranco Spalletta, Fabrizio Piras, Anna Maria Bianchi, Paolo Brambilla, Eleonora Maggioni

Proceedings of the 20th IEEE International Conference on Smart Technologies, 2023

2022

Automated Vision Inspection of Critical Steel Components based on Signal Analysis Extracted form Images.

Paolo Brambilla, Paolo Cattaneo, Andrea Fumagalli, Paolo Chiariotti, Marco Tarabini

Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2022

Training with a Mobile FES-cycling System: A Case Study with a Spinal Cord Injured Pilot to Investigate Performances Optimization.

Federica Ferrari, Nicole Sanna, Paolo Brambilla, Francesca Dell'Eva, Simona Ferrante, Marco Tarabini, Alessandra Pedrocchi, Emilia Ambrosini

Proceedings of the Computers Helping People with Special Needs, 2022

2021

Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification.

Benoit Dufumier, Pietro Gori, Julie Victor, Antoine Grigis, Michel Wessa, Paolo Brambilla, Pauline Favre, Mircea Polosan, Colm McDonald, Camille Marie Piguet, Edouard Duchesnay

CoRR, 2021

Contrastive Learning with Continuous Proxy Meta-data for 3D MRI Classification.

Benoit Dufumier, Pietro Gori, Julie Victor, Antoine Grigis, Michel Wessa, Paolo Brambilla, Pauline Favre, Mircea Polosan, Colm McDonald, Camille Marie Piguet, Mary L. Phillips, Lisa Eyler, Edouard Duchesnay

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

A novel spatiotemporal tool for the automatic classification of fMRI noise based on Independent Component Analysis.

Emma Tassi, Eleonora Maggioni, Sergio Cerutti, Paolo Brambilla, Anna Maria Bianchi

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

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

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

2017

Classification of first-episode psychosis in a large cohort of patients using support vector machine and multiple kernel learning techniques.

Letizia Squarcina, Umberto Castellani, Marcella Bellani, Cinzia Perlini, Antonio Lasalvia, Nicola Dusi, Chiara Bonetto, Doriana Cristofalo, Sarah Tosato, Gianluca Rambaldelli, Franco Alessandrini, Giada Zoccatelli, Roberto Pozzi Mucelli, Dario Lamonaca, Enrico Ceccato, Francesca Pileggi, Fausto Mazzi, Paolo Santonastaso, Mirella Ruggeri, Paolo Brambilla

NeuroImage, 2017

Learning from Enhanced Contextual Similarity in Brain Imaging Data for Classification of Schizophrenia.

Tewodros Mulugeta Dagnew, Letizia Squarcina, Massimo Walter Rivolta, Paolo Brambilla, Roberto Sassi

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

2016

Functional Maps for Brain Classification on Spectral Domain.

Simone Melzi, Alessandro Mella, Letizia Squarcina, Marcella Bellani, Cinzia Perlini, Mirella Ruggeri, Carlo Alfredo Altamura, Paolo Brambilla, Umberto Castellani

Proceedings of the Spectral and Shape Analysis in Medical Imaging, 2016

2015

Learning with Heterogeneous Data for Longitudinal Studies.

Letizia Squarcina, Cinzia Perlini, Marcella Bellani, Antonio Lasalvia, Mirella Ruggeri, Paolo Brambilla, Umberto Castellani

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

2014

Mapping Brains on Grids of Features for Schizophrenia Analysis.

Alessandro Perina, Denis Peruzzo, Maria Kesa, Nebojsa Jojic, Vittorio Murino, Mellani Bellani, Paolo Brambilla, Umberto Castellani

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

2013

Analysis of Brain Magnetic Resonance (MR) Scans for the Diagnosis of Mental Illness.

Aydin Ulas, Umberto Castellani, Manuele Bicego, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla

Proceedings of the Similarity-Based Pattern Analysis and Recognition, 2013

Machine Learning Approaches: From Theory to Application in Schizophrenia.

Elisa Veronese, Umberto Castellani, Denis Peruzzo, Marcella Bellani, Paolo Brambilla

Comput. Math. Methods Medicine, 2013

2012

Biomarker Evaluation by Multiple Kernel Learning for Schizophrenia Detection.

Aydin Ulas, Umberto Castellani, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla

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

A Localized MKL Method for Brain Classification with Known Intra-class Variability.

Aydin Ulas, Mehmet Gönen, Umberto Castellani, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla

Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

2011

Dissimilarity-based detection of schizophrenia.

Aydin Ulas, Robert P. W. Duin, Umberto Castellani, Marco Loog, Pasquale Mirtuono, Manuele Bicego, Vittorio Murino, Marcella Bellani, Stefania Cerruti, Michele Tansella, Paolo Brambilla

Int. J. Imaging Syst. Technol., 2011

Heat Diffusion Based Dissimilarity Analysis for Schizophrenia Classification.

Aydin Ulas, Umberto Castellani, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla

Proceedings of the Pattern Recognition in Bioinformatics, 2011

A New Shape Diffusion Descriptor for Brain Classification.

Umberto Castellani, Pasquale Mirtuono, Vittorio Murino, Marcella Bellani, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Multimodal Schizophrenia Detection by Multiclassification Analysis.

Aydin Ulas, Umberto Castellani, Pasquale Mirtuono, Manuele Bicego, Vittorio Murino, Stefania Cerruti, Marcella Bellani, Manfredo Atzori, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

2010

Brain Morphometry by Probabilistic Latent Semantic Analysis.

Umberto Castellani, Alessandro Perina, Vittorio Murino, Marcella Bellani, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009

Local Kernel for Brains Classification in Schizophrenia.

Umberto Castellani, E. Rossato, Vittorio Murino, Marcella Bellani, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009