WON SAMPAIO, INÊS
WON SAMPAIO, INÊS
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 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
Ensemble-KAN: Leveraging Kolmogorov Arnold Networks to Discriminate Individuals with Psychiatric Disorders from Controls
2025-01-01 De Franceschi, Gianluca; Sampaio, Inês Won; Borgwardt, Stefan; Kambeitz, Joseph; Kambeitz-Ilankovic, Lana; Meisenzahl, Eva; Salokangas, Raimo K. R.; Upthegrove, Rachel; Wood, Stephen J.; Koutsouleris, Nikolaos; Brambilla, Paolo; Maggioni, Eleonora
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
Predicting Comatose Patient's Outcome Using Brain Functional Connectivity with a Random Forest Model
2023-01-01 Sampaio, Inês; Leccardi, Matteo; Drudi, Cristian; Liu, Jiaying; Righetti, Francesca; Maria Bianchi, Anna; Barbieri, Riccardo; Mainardi, Luca