Artificial Intelligence predicts GBA1 mutated status in Parkinson's Disease patients

Authors: Di Rauso, Giulia; Ghibellini, Alessandro; Grisanti, Sara; Cavalieri, Francesco; Fioravanti, Valentina; Monfrini, Edoardo; Toschi, Giulia; Portaro, Giacomo; Bacchin, Ruggero; Rossi, Jessica; Sabadini, Rossella; Ferrari, Valeria; Melpignano, Andrea; Pacillo, Francesca; Scarano, Maria; Groppi, Anna; Gherardini, Luca; Lucchi, Chiara; Biagini, Giuseppe; Malaguti, Mariachiara; Bononi, Luciano; Gabbrielli, Maurizio; Di Fonzo, Alessio; Scaglioni, Augusto; Valzania, Franco

Research groups: Computational Intelligence

From Black Box to Explainable AI: CACTUS as a Reliable Tool for Early Classification of Age-related Macular Degeneration

Authors: Gherardini, Luca; Lengyel, Imre; Peto, Tunde; Klaver, Caroline C. W.; Meester-Smoor, Magda A.; Colijn, Johanna Maria; EYE-RISK Consortium; E3 Consortium; Sousa, Jose

Research groups: Computational Intelligence

Explainable AI for Allergy Diagnosis: A CACTUS Framework to Address Doctor Variability

Authors: Gherardini, Luca; Tworek, Paulina; Szczypka, Maja; Khan, Yousef; Mikołajczyk, Marek; Lewandowski, Roman; Sousa, Jose

Research groups: Computational Intelligence

Compositional Knowledge Graph for Clinical Decision Support in Pediatric Allergy Diagnostics

Authors: Khan, Yousef; Tworek, Paulina; Gherardini, Luca; Lewandowski, Roman; Mikołajczyk, Marek; Sousa, Jose

Research groups: Computational Intelligence

CACTUS: a Comprehensive Abstraction and Classification Tool for Uncovering Structures

Authors: Gherardini, Luca; Varma, Varun Ravi; Capała, Karol; Woords, Roger; Sousa, Jose

Research groups: Computational Intelligence

Decentralized approaches for Autonomous Vehicles Coordination

Authors: Gherardini, Luca; Cabri, G.; Montangero, M.

Research groups: Computational Intelligence

SaNDA: a Small and iNcomplete Dataset Analyser

Authors: Ibias, Alfredo; Varma, Varun Ravi; Capała, Karol; Gherardini, Luca; Sousa, Jose

Research groups: Computational Intelligence

Prediction of misfolded proteins spreading in Alzheimer’s disease using machine learning and spreading models

Authors: Gherardini, Luca; Pestka, Aleksandra; Pini, Lorenzo; Crimi, Alessandro

Research groups: Computational Neuroscience