TASSI, EMMA
TASSI, EMMA
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
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
2025-01-01 Sampaio, Inês Won; Tassi, Emma; Bellani, Marcella; Benedetti, Francesco; Nenadić, Igor; Phillips, Mary L.; Piras, Fabrizio; Yatham, Lakshmi; Bianchi, Anna Maria; Brambilla, Paolo; Maggioni, Eleonora
A machine learning pipeline for efficient differentiation between bipolar and major depressive disorder based on multimodal structural neuroimaging
2024-01-01 Calesella, Federico; Colombo, Federica; Bravi, Beatrice; Fortaner-Uyà, Lidia; Monopoli, Camilla; Poletti, Sara; Tassi, Emma; Maggioni, Eleonora; Brambilla, Paolo; Colombo, Cristina; Bollettini, Irene; Benedetti, Francesco; Vai, Benedetta
A novel spatiotemporal tool for the automatic classification of fMRI noise based on Independent Component Analysis
2020-01-01 Tassi, E.; Maggioni, E.; Cerutti, S.; Brambilla, P.; Bianchi, A. M.
A Systematic Approach to Tuning Cover Parameters in Mapper for Improved TDA Representation
2024-01-01 Vannoni, Stefano; Tassi, Emma; Sampaio, Inês Won; Bianchi, Anna M.; Maggioni, Eleonora
An HRV-fMRI-DTI Integrated Framework at Ultra-High Magnetic Field
2024-01-01 Goffi, Federica; Scalbi, Elena; Tassi, Emma; Squarcina, Letizia; Tosetti, Michela; Bianchi, Anna M.; Brambilla, Paolo; Maggioni, Eleonora
Assessment of ComBat Harmonization Performance on Structural Magnetic Resonance Imaging Measurements
2024-01-01 Tassi, Emma; Bianchi, Anna Maria; Calesella, Federico; Vai, Benedetta; Bellani, Marcella; Nenadić, Igor; Piras, Fabrizio; Benedetti, Francesco; Brambilla, Paolo; Maggioni, Eleonora
Comparison of Multi-site Neuroimaging Data Harmonization Techniques for Machine Learning Applications
2023-01-01 Sampaio, Inês W.; Tassi, Emma; Bellani, Marcella; Benedetti, Francesco; Poletti, Sara; Spalletta, Gianfranco; Piras, Fabrizio; Bianchi, Anna Maria; Brambilla, Paolo; Maggioni, Eleonora
Environmental effects on brain functional networks in a juvenile twin population
2023-01-01 Tassi, Emma; Maggioni, Eleonora; Mauri, Maddalena; Fagnani, Corrado; Agarwal, Nivedita; Bianchi, Anna Maria; Stazi, Maria A; Nobile, Maria; Brambilla, Paolo
Exploitation of Mapper Algorithm in Neuroimaging Applications: A Novel Framework for Outcomes Prediction
2024-01-01 Vannoni, S.; Tassi, E.; Sampaio, I. W.; Maggioni, E.
Multi-Scale Assessment of Harmonization Efficacy on Resting-State Functional Connectivity
2024-01-01 Tassi, E.; Goffi, F.; Rossetti, M. G.; Bellani, M.; Vai, B.; Calesella, F.; Benedetti, F.; Bianchi, A. M.; Brambilla, P.; Maggioni, E.
Multi-site External Sets Harmonization with M-ComBat: An Application to Functional Connectivity in a Normative Framework
2024-01-01 Sampaio, Inês Won; Tassi, Emma; Bianchi, Anna M.; Borgwardt, Stefan; Kambeitz, Joseph; Kambeitz-Ilankovic, Lana; Meisenzahl, Eva; Salokangas, Raimo K. R.; Upthegrove, Rachel; Wood, Stephen J.; Koutsouleris, Nikolaos; Brambilla, Paolo; Maggioni, Eleonora
Multimodal brain-derived subtypes of Major depressive disorder differentiate patients for anergic symptoms, immune-inflammatory markers, history of childhood trauma and treatment-resistance
2024-01-01 Colombo, F.; Calesella, F.; Bravi, B.; Fortaner-Uya, L.; Monopoli, C.; Tassi, E.; Carminati, M.; Zanardi, R.; Bollettini, I.; Poletti, S.; Lorenzi, C.; Spadini, S.; Brambilla, P.; Serretti, A.; Maggioni, E.; Fabbri, C.; Benedetti, F.; Vai, B.
Multivariate Developmental Pattern of Cortical Thickness, Brain Functional Connectivity and Behaviour: a Multi-Block Partial Least Square Discriminant Analysis
2024-01-01 Tassi, Emma; Goffi, Federica; Bonivento, Carolina; Mauri, Maddalena; Agarwal, Nivedita; Girometti, Rossano; Torrente, Yvan; Bianchi, Anna Maria; Nobile, Maria; Maggioni, Eleonora; Brambilla, Paolo
Topological Data Analysis of Resting-State fMRI Suggests Altered Brain Network Topology in Functional Dyspepsia: A Mapper-Based Parcellation Approach
2025-01-01 Tassi, Emma; Fisher, Harrison; Bolender, Andrew; Lee, Jun-Hwan; Ayoub, Lizbeth J.; Bianchi, ANNA MARIA MADDALENA; Kuo, Braden; Napadow, Vitaly; Maggioni, Eleonora; Sclocco, Roberta