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

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

Research groups: Computational Intelligence

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

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

Research groups: Computational Intelligence

Compositional Knowledge Graph for Clinical Decision Support in Pediatric Allergy Diagnostics

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

Research groups: Computational Intelligence

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

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

Research groups: Computational Intelligence

CACTUS: a Comprehensive Abstraction and Classification Tool for Uncovering Structures

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

Research groups: Computational Intelligence

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

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

Research groups: Computational Neuroscience

SaNDA: a Small and iNcomplete Dataset Analyser

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

Research groups: Computational Intelligence

Decentralized approaches for Autonomous Vehicles Coordination

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

Research groups: Computational Intelligence