Marcella Bellani

According to our database, Marcella Bellani authored at least 15 papers between 2009 and 2025.

Collaborative distances:

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

2025

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.

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

Artif. Intell. Medicine, 2025

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

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

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

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