Marcella Bellani - researchr alias

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Viewing Publication 1 - 12 from 12

2023

Comparison of Multi-site Neuroimaging Data Harmonization Techniques for Machine Learning ApplicationsInês W. Sampaio, Emma Tassi, Marcella Bellani, Francesco Benedetti, Sara Poletti, Gianfranco Spalletta, Fabrizio Piras, Anna Maria Bianchi, Paolo Brambilla, Eleonora Maggioni. eurocon 2023: 307-312 [doi]

2017

2016

Functional Maps for Brain Classification on Spectral DomainSimone Melzi, Alessandro Mella, Letizia Squarcina, Marcella Bellani, Cinzia Perlini, Mirella Ruggeri, Carlo Alfredo Altamura, Paolo Brambilla, Umberto Castellani. miccai 2016: 25-36 [doi]

2015

Learning with Heterogeneous Data for Longitudinal StudiesLetizia Squarcina, Cinzia Perlini, Marcella Bellani, Antonio Lasalvia, Mirella Ruggeri, Paolo Brambilla, Umberto Castellani. miccai 2015: 535-542 [doi]

2013

Analysis of Brain Magnetic Resonance (MR) Scans for the Diagnosis of Mental IllnessAydin Ulas, Umberto Castellani, Manuele Bicego, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla. In Marcello Pelillo, editor, Similarity-Based Pattern Analysis and Recognition. Advances in Computer Vision and Pattern Recognition, pages 247-287, Springer, 2013. [doi]

Machine Learning Approaches: From Theory to Application in SchizophreniaElisa Veronese, Umberto Castellani, Denis Peruzzo, Marcella Bellani, Paolo Brambilla. cmmm, 2013, 2013. [doi]

2012

A Localized MKL Method for Brain Classification with Known Intra-class VariabilityAydin Ulas, Mehmet Gönen, Umberto Castellani, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla. miccai 2012: 152-159 [doi]

Biomarker Evaluation by Multiple Kernel Learning for Schizophrenia DetectionAydin Ulas, Umberto Castellani, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla. prni 2012: 89-92 [doi]

2011

A New Shape Diffusion Descriptor for Brain ClassificationUmberto Castellani, Pasquale Mirtuono, Vittorio Murino, Marcella Bellani, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla. miccai 2011: 426-433 [doi]

Heat Diffusion Based Dissimilarity Analysis for Schizophrenia ClassificationAydin Ulas, Umberto Castellani, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla. prib 2011: 306-317 [doi]

Dissimilarity-based detection of schizophreniaAydin Ulas, Robert P. W. Duin, Umberto Castellani, Marco Loog, Pasquale Mirtuono, Manuele Bicego, Vittorio Murino, Marcella Bellani, Stefania Cerruti, Michele Tansella, Paolo Brambilla. imst, 21(2):179-192, 2011. [doi]

Multimodal Schizophrenia Detection by Multiclassification AnalysisAydin Ulas, Umberto Castellani, Pasquale Mirtuono, Manuele Bicego, Vittorio Murino, Stefania Cerruti, Marcella Bellani, Manfredo Atzori, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla. ciarp 2011: 491-498 [doi]

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