FISUL: A Framework for Detecting Adverse Drug Events from Heterogeneous Medical Sources Using Feature Importance. - Corinne G. Allaart; Lena Mondrejevski; Panagiotis Papapetrou (AIAI, 2019)

FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction. - Lena Mondrejevski; Ioanna Miliou; Annaclaudia Montanino; David Pitts; Jaakko Hollmén; Panagiotis Papapetrou (CBMS, 2022)

Early prediction of the risk of ICU mortality with Deep Federated Learning. - Korbinian Randl; Núria Lladós Armengol; Lena Mondrejevski; Ioanna Miliou (CBMS, 2023)

Predicting Sepsis Onset with Deep Federated Learning. - Lena Mondrejevski; Daniel Azzopardi; Ioanna Miliou (PKDD/ECML Workshops (4), 2023)

MASICU: A Multimodal Attention-based classifier for Sepsis mortality prediction in the ICU. - Lena Mondrejevski; Franco Rugolon; Ioanna Miliou; Panagiotis Papapetrou (CBMS, 2024)