Local Kernel for Brains Classification in Schizophrenia. - Umberto Castellani; E. Rossato; Vittorio Murino; Marcella Bellani; Gianluca Rambaldelli; Michele Tansella; Paolo Brambilla (AI*IA, 2009)

Brain Morphometry by Probabilistic Latent Semantic Analysis. - Umberto Castellani; Alessandro Perina; Vittorio Murino; Marcella Bellani; Gianluca Rambaldelli; Michele Tansella; Paolo Brambilla (MICCAI (2), 2010)

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 (CIARP, 2011)

A New Shape Diffusion Descriptor for Brain Classification. - Umberto Castellani; Pasquale Mirtuono; Vittorio Murino; Marcella Bellani; Gianluca Rambaldelli; Michele Tansella; Paolo Brambilla (MICCAI (2), 2011)

Heat Diffusion Based Dissimilarity Analysis for Schizophrenia Classification. - Aydin Ulas; Umberto Castellani; Vittorio Murino; Marcella Bellani; Michele Tansella; Paolo Brambilla (PRIB, 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)

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 (MLMI, 2012)

Biomarker Evaluation by Multiple Kernel Learning for Schizophrenia Detection. - Aydin Ulas; Umberto Castellani; Vittorio Murino; Marcella Bellani; Michele Tansella; Paolo Brambilla (PRNI, 2012)

Machine Learning Approaches: From Theory to Application in Schizophrenia. - Elisa Veronese; Umberto Castellani; Denis Peruzzo; Marcella Bellani; Paolo Brambilla (Comput. Math. Methods Medicine, 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 (Similarity-Based Pattern Analysis and Recognition, 2013)

Learning with Heterogeneous Data for Longitudinal Studies. - Letizia Squarcina; Cinzia Perlini; Marcella Bellani; Antonio Lasalvia; Mirella Ruggeri; Paolo Brambilla; Umberto Castellani (MICCAI (3), 2015)

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 (SeSAMI@MICCAI, 2016)

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; et al. (NeuroImage, 2017)

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 (EUROCON, 2023)

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)