Charlotte Maschke

According to our database, Charlotte Maschke authored at least 5 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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-Jose 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, Mathieu Landry, Annalisa Pascarella, Vanessa Hadid, Etienne Combrisson, Jordan O'Byrne, Karim Jerbi

NeuroImage, August, 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

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

Proceedings of the Computing in Cardiology, 2023

2021

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, Lucrezia Liuzzi, Matthew J. Brookes, George A. Mashour, Stefanie Blain-Moraes

NeuroImage, 2021

2020

Time-resolved functional connectivity from high-density EEG for characterizing the level of consciousness in behaviorally unresponsive patients.

Charlotte Maschke, Stefanie Blain-Moraes

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020