Lena Mondrejevski

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Intensive Care Unit

Prognostic Models

Feature Importance

Top Venues

Publications

Lena Mondrejevski, Franco Rugolon, Ioanna Miliou, Panagiotis Papapetrou
MASICU: A Multimodal Attention-based classifier for Sepsis mortality prediction in the ICU. CBMS (2024)
Korbinian Randl, Núria Lladós Armengol, Lena Mondrejevski, Ioanna Miliou
Early prediction of the risk of ICU mortality with Deep Federated Learning. CBMS (2023)
Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, David Pitts, Jaakko Hollmén, Panagiotis Papapetrou
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction. CoRR (2022)
Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, David Pitts, Jaakko Hollmén, Panagiotis Papapetrou
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction. CBMS (2022)
Korbinian Randl, Núria Lladós Armengol, Lena Mondrejevski, Ioanna Miliou
Early prediction of the risk of ICU mortality with Deep Federated Learning. CoRR (2022)
Corinne G. Allaart, Lena Mondrejevski, Panagiotis Papapetrou
FISUL: A Framework for Detecting Adverse Drug Events from Heterogeneous Medical Sources Using Feature Importance. AIAI (2019)