Marcella Bellani

15 papers C 1Journal 4Unranked 9
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
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
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
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
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