Paolo Brambilla

43 papers C 1Journal 12Unranked 29
YearRankTypeTitle / Venue / Authors
2025 J jnl
A generalizable normative deep autoencoder for brain morphological anomaly detection: application to the multi-site StratiBip dataset on bipolar disorder in an external validation framework.
Artif. Intell. Medicine
Inês W. Sampaio, Emma Tassi, Marcella Bellani, Francesco Benedetti, Igor Nenadic, Mary L. Phillips, Fabrizio Piras, Lakshmi Yatham, Anna Maria Bianchi, Paolo Brambilla, Eleonora Maggioni
2025 J jnl
Neurovascular coupling of inhibitory control in late-onset depression: a simultaneous EEG-fMRI study.
NeuroImage
Elena Bondi, Alessandro Pigoni, Adele Ferro, Maria Pia Marra, Guido Nosari, Giandomenico Schiena, Fabio Maria Triulzi, Anna M. Bianchi, Paolo Brambilla, Eleonora Maggioni
2025 — conf
Unveiling the Structural-Functional Interplay of Brain Networks in Depression: An Integrated DTI-fMRI Study.
EUSIPCO
Federica Goffi, Elena Scalbi, Emma Tassi, Letizia Squarcina, Maria Pia Marra, Lorena Di Consoli, Adele Ferro, Giandomenico Schiena, Fabio Maria Triulzi, Anna M. Bianchi, Paolo Brambilla, Eleonora Maggioni
2024 — conf
AI Solutions for Grilled Eggplants Sorting: A Comparative Analysis of Image-Based Techniques.
MetroInd4.0 & IoT
Paolo Brambilla, Emanuele Locatelli, Davide Mondin, Chiara Conese, Remo Sala, Marco Tarabini
2024 — conf
An HRV-fMRI-DTI Integrated Framework at Ultra-High Magnetic Field.
MetroXRAINE
Federica Goffi, Elena Scalbi, Emma Tassi, Letizia Squarcina, Michela Tosetti, Anna M. Bianchi, Paolo Brambilla, Eleonora Maggioni
2024 — conf
Data-driven Discovery of the Central Autonomic Network: Dynamic Integration of HRV and Multivariate fMRI Connectivity.
EMBC
Federica Goffi, Pierluigi Reali, Adele Ferro, Giandomenico Schiena, Fabio Maria Triulzi, Anna M. Bianchi, Paolo Brambilla, Eleonora Maggioni
2024 — conf
Ensemble-KAN: Leveraging Kolmogorov Arnold Networks to Discriminate Individuals with Psychiatric Disorders from Controls.
AMAI@MICCAI
Gianluca De Franceschi, Inês W. Sampaio, Stefan J. Borgwardt, Joseph Kambeitz, Lana Kambeitz-Ilankovic, Eva M. Meisenzahl, Raimo K. R. Salokangas, Rachel Upthegrove, Stephen J. Wood, Nikolaos Koutsouleris, Paolo Brambilla, Eleonora Maggioni
2024 — conf
Evaluating Illumination Strategies for Neural-Based Surface Quality Assessment in Cold-Rolled Steel Production.
MetroInd4.0 & IoT
Luca Pini, Paolo Brambilla, Alessandro Barcatta, Francesca Ghislanzoni, Marco Tarabini
2024 — conf
Exploring Brain Activity During Awe-Inducing Virtual Reality Experiences: a Multi-Metric EEG Frequency Analysis.
EMBC
Flavia Carbone, Elena Bondi, Yara Massalha, Andrea Anastasi, Adele Ferro, Marta Pizzolante, Giandomenico Schiena, Anna Maria Maddalena Bianchi, Andrea Gaggioli, Maddalena Mazzocut-Mis, Alice Chirico, Paolo Brambilla, Eleonora Maggioni
2024 J jnl
Fetal brain MRI atlases and datasets: A review.
NeuroImage
Tommaso Ciceri, Luca Casartelli, Florian Montano, Stefania Conte, Letizia Squarcina, Alessandra Bertoldo, Nivedita Agarwal, Paolo Brambilla, Denis Peruzzo
2024 — conf
Hyperspectral Imaging and Machine Learning Techniques for the Automatic Sorting of Horticultural Products.
MetroInd4.0 & IoT
Eduardo Minieri, Edoardo Milani, Paolo Brambilla, Remo Sala, Marco Tarabini
2024 — conf
Multi-site External Sets Harmonization with M-ComBat: An Application to Functional Connectivity in a Normative Framework.
MetroXRAINE
Inês W. Sampaio, Emma Tassi, Anna M. Bianchi, Stefan J. Borgwardt, Joseph Kambeitz, Lana Kambeitz-Ilankovic, Eva M. Meisenzahl, Raimo K. R. Salokangas, Rachel Upthegrove, Stephen J. Wood, Nikolaos Koutsouleris, Paolo Brambilla, Eleonora Maggioni
2024 — conf
Multivariate Developmental Pattern of Cortical Thickness, Brain Functional Connectivity and Behaviour: a Multi-Block Partial Least Square Discriminant Analysis.
MetroXRAINE
Emma Tassi, Federica Goffi, Carolina Bonivento, Maddalena Mauri, Nivedita Agarwal, Rossano Girometti, Yvan Torrente, Anna Maria Bianchi, Maria Nobile, Eleonora Maggioni, Paolo Brambilla
2024 — conf
The Possible Role of Insula and Default Mode Network in Schizophrenia During an Auditory Task: A Pilot EEG-fMRI Analysis.
MetroXRAINE
Elena Bondi, Francesco Luciano Donati, Anna M. Bianchi, Fabio Maria Triulzi, Yvan Torrente, Armando D'Agostino, Paolo Brambilla, Eleonora Maggioni
2023 J jnl
Algorithms for Vision-Based Quality Control of Circularly Symmetric Components.
Sensors
Paolo Brambilla, Chiara Conese, Davide Maria Fabris, Paolo Chiariotti, Marco Tarabini
2023 — conf
Comparison of Multi-site Neuroimaging Data Harmonization Techniques for Machine Learning Applications.
EUROCON
Inês W. Sampaio, Emma Tassi, Marcella Bellani, Francesco Benedetti, Sara Poletti, Gianfranco Spalletta, Fabrizio Piras, Anna Maria Bianchi, Paolo Brambilla, Eleonora Maggioni
2023 J jnl
Correction to: Geometric Reliability of Super-Resolution Reconstructed Images from Clinical Fetal MRI in the Second Trimester.
Neuroinformatics
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
2023 J jnl
Geometric Reliability of Super-Resolution Reconstructed Images from Clinical Fetal MRI in the Second Trimester.
Neuroinformatics
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
2023 J jnl
Review on deep learning fetal brain segmentation from Magnetic Resonance images.
Artif. Intell. Medicine
Tommaso Ciceri, Letizia Squarcina, Alice Giubergia, Alessandra Bertoldo, Paolo Brambilla, Denis Peruzzo
2022 — conf
Automated Vision Inspection of Critical Steel Components based on Signal Analysis Extracted form Images.
MetroInd4.0& IoT
Paolo Brambilla, Paolo Cattaneo, Andrea Fumagalli, Paolo Chiariotti, Marco Tarabini
2022 — conf
Training with a Mobile FES-cycling System: A Case Study with a Spinal Cord Injured Pilot to Investigate Performances Optimization.
ICCHP-AAATE (2)
Federica Ferrari, Nicole Sanna, Paolo Brambilla, Francesca Dell'Eva, Simona Ferrante, Marco Tarabini, Alessandra Pedrocchi, Emilia Ambrosini
2021 J jnl
Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification.
CoRR
Benoit Dufumier, Pietro Gori, Julie Victor, Antoine Grigis, Michel Wessa, Paolo Brambilla, Pauline Favre, Mircea Polosan, Colm McDonald, Camille Marie Piguet, Edouard Duchesnay
2021 — conf
Contrastive Learning with Continuous Proxy Meta-data for 3D MRI Classification.
MICCAI (2)
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
2020 — conf
A novel spatiotemporal tool for the automatic classification of fMRI noise based on Independent Component Analysis.
EMBC
Emma Tassi, Eleonora Maggioni, Sergio Cerutti, Paolo Brambilla, Anna Maria Bianchi
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
2017 J jnl
Classification of first-episode psychosis in a large cohort of patients using support vector machine and multiple kernel learning techniques.
NeuroImage
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
2017 — conf
Learning from Enhanced Contextual Similarity in Brain Imaging Data for Classification of Schizophrenia.
ICIAP (1)
Tewodros Mulugeta Dagnew, Letizia Squarcina, Massimo Walter Rivolta, Paolo Brambilla, Roberto Sassi
2016 — conf
Functional Maps for Brain Classification on Spectral Domain.
SeSAMI@MICCAI
Simone Melzi, Alessandro Mella, Letizia Squarcina, Marcella Bellani, Cinzia Perlini, Mirella Ruggeri, Carlo Alfredo Altamura, Paolo Brambilla, Umberto Castellani
2015 — conf
Learning with Heterogeneous Data for Longitudinal Studies.
MICCAI (3)
Letizia Squarcina, Cinzia Perlini, Marcella Bellani, Antonio Lasalvia, Mirella Ruggeri, Paolo Brambilla, Umberto Castellani
2014 — conf
Mapping Brains on Grids of Features for Schizophrenia Analysis.
MICCAI (2)
Alessandro Perina, Denis Peruzzo, Maria Kesa, Nebojsa Jojic, Vittorio Murino, Mellani Bellani, Paolo Brambilla, Umberto Castellani
2013 — ch.
Analysis of Brain Magnetic Resonance (MR) Scans for the Diagnosis of Mental Illness.
Similarity-Based Pattern Analysis and Recognition
Aydin Ulas, Umberto Castellani, Manuele Bicego, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla
2013 J jnl
Machine Learning Approaches: From Theory to Application in Schizophrenia.
Comput. Math. Methods Medicine
Elisa Veronese, Umberto Castellani, Denis Peruzzo, Marcella Bellani, Paolo Brambilla
2012 — conf
A Localized MKL Method for Brain Classification with Known Intra-class Variability.
MLMI
Aydin Ulas, Mehmet Gönen, Umberto Castellani, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla
2012 — conf
Biomarker Evaluation by Multiple Kernel Learning for Schizophrenia Detection.
PRNI
Aydin Ulas, Umberto Castellani, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla
2011 — conf
A New Shape Diffusion Descriptor for Brain Classification.
MICCAI (2)
Umberto Castellani, Pasquale Mirtuono, Vittorio Murino, Marcella Bellani, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla
2011 J jnl
Dissimilarity-based detection of schizophrenia.
Int. J. Imaging Syst. Technol.
Aydin Ulas, Robert P. W. Duin, Umberto Castellani, Marco Loog, Pasquale Mirtuono, Manuele Bicego, Vittorio Murino, Marcella Bellani, Stefania Cerruti, Michele Tansella, Paolo Brambilla
2011 — conf
Heat Diffusion Based Dissimilarity Analysis for Schizophrenia Classification.
PRIB
Aydin Ulas, Umberto Castellani, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla
2011 C conf
Multimodal Schizophrenia Detection by Multiclassification Analysis.
CIARP
Aydin Ulas, Umberto Castellani, Pasquale Mirtuono, Manuele Bicego, Vittorio Murino, Stefania Cerruti, Marcella Bellani, Manfredo Atzori, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla
2010 — conf
Brain Morphometry by Probabilistic Latent Semantic Analysis.
MICCAI (2)
Umberto Castellani, Alessandro Perina, Vittorio Murino, Marcella Bellani, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla
2009 — conf
Local Kernel for Brains Classification in Schizophrenia.
AI*IA
Umberto Castellani, E. Rossato, Vittorio Murino, Marcella Bellani, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla