Time-resolved functional connectivity from high-density EEG for characterizing the level of consciousness in behaviorally unresponsive patients. - Charlotte Maschke; Stefanie Blain-Moraes (SMC, 2020)

Differential classification of states of consciousness using envelope- and phase-based functional connectivity. - Catherine Duclos; Charlotte Maschke; Yacine Mahdid; Kathleen Berkun; Jason da Silva Castanheira; Vijay Tarnal; Paul Picton; Giancarlo Vanini; Goodarz Golmirzaie; Ellen Janke; Michael S. Avidan; Max B. Kelz; et al. (NeuroImage, 2021)

Functional Outcome Prediction after Cardiac Arrest Using Machine Learning and Network Dynamics of Resting-State Electroencephalography. - Charlotte Maschke; Kira Dolhan; Beatrice P. de Koninck; Miriam Han; Stefanie Blain-Moraes (CinC, 2023)

Aperiodic brain activity and response to anesthesia vary in disorders of consciousness. - Charlotte Maschke; Catherine Duclos; Adrian M. Owen; Karim Jerbi; Stefanie Blain-Moraes (NeuroImage, 2023)

Class imbalance should not throw you off balance: Choosing the right classifiers and performance metrics for brain decoding with imbalanced data. - Philipp Thölke; Yorguin José Mantilla Ramos; Hamza Abdelhedi; Charlotte Maschke; Arthur Dehgan; Yann Harel; Anirudha Kemtur; Loubna Mekki Berrada; Myriam Sahraoui; Tammy Young; Antoine Bellemare-Pépin; Clara El Khantour; et al. (NeuroImage, 2023)