Publications

Preprints

  1. Maschke C. , Belloli L., Manasova D.,Sitt, J.D., Blain-Moraes S.: The role of etiology in the identification of clinical markers of consciousness: comparing EEG alpha power, complexity, and spectral exponent. Preprint available online: https://www.medrxiv.org/content/10.1101/2024.03.20.24304639v1

Latest preprint announcements will also be posted on my Twitter and ResearchGate

Publications

  1. Maschke C.* , O’Byrne J.*, Colombo M.A., Boly M., Gosseries O., Laureys S., Rosanova M., Jerbi K., Blain-Moraes S. (2024). Critical dynamics in spontaneous EEG predict anesthetic-induced loss of consciousness and perturbational complexity. Communications Biology, 7(1), 1–14.DOI: https://www.nature.com/articles/s42003-024-06613-8 *indicateing equal contribution

  2. Maschke, C. , Dolhan K.,De Koninck B.P., Han M., Blain-Moraes S., “Functional outcome prediction after cardiac arrest using machine learning and network dynamics of resting-state electroencephalography” Computing in Cardiology conference proceedings 2023, PDF: https://cinc.org/2023/Program/accepted/422_CinCFinalPDF.pdf

  3. Maschke, C. , Duclos C., Owen A.M., Jerbi K., and Blain-Moraes S., “Aperiodic brain activity and response to anesthesia vary in disorders of consciousness” NeuroImage, vol. 275, p. 120154, Jul. 2023, DOI: https://doi.org/10.1016/j.neuroimage.2023.120154

  4. Thölke, P., Mantilla-Ramos, Y.-J., Abdelhedi, H., Maschke, C., Dehgan, A., Harel, Y., Kemtur, A., Mekki Berrada, L., Sahraoui, M., Young, T., Bellemare Pépin, A., El Khantour, C., Landry, M., Pascarella, A., Hadid, V., Combrisson, E., O’Byrne, J., & Jerbi, K. (2023). Class imbalance should not throw you off balance: Choosing the right classifiers and performance metrics for brain decoding with imbalanced data. NeuroImage, 277, 120253. DOI: https://doi.org/10.1016/j.neuroimage.2023.120253

  5. Maschke, C., Duclos, C., Blain-Moraes., S. (2022). Paradoxical markers of conscious levels: Effects of propofol on patients in disorders of consciousness.Paradoxical markers of conscious levels: Effects of propofol on patients in disorders of consciousness. Frontiers in Human Neuroscience, 16. DOI: https://www.frontiersin.org/articles/10.3389/fnhum.2022.992649

  6. Duclos, C., Maschke, C., Mahdid Y., Nadin D., Rokos, A., Arbour, C., Badawy, M., Létourneau, J., Owen, A.M., Plourde, G., Blain-Moraes., S. (2022). Brain Responses to Propofol in Advance of Recovery From Coma and Disorders of Consciousness: A Preliminary Study. American Journal of Respiratory and Critical Care Medicine. 205(2):171-182. DOI: https://doi.org/10.1164/rccm.202105-1223OC

  7. Duclos, C., Maschke, C., Mahdid, Y., Berkun, K., Castanheira, J. da S., Tarnal, V., Picton, P., Vanini, G., Golmirzaie, G., Janke, E., Avidan, M. S., Kelz, M. B., Liuzzi, L., Brookes, M. J., Mashour, G. A., & Blain-Moraes, S. (2021). Differential classification of states of consciousness using envelope- and phase-based functional connectivity. NeuroImage, 237, 118171. DOI: https://doi.org/10.1016/j.neuroimage.2021.118171

  8. Duclos, C., Norton, L., Laforge, G., Frantz, A., Maschke, C., Badawy, M., Letourneau, J., Slessarev, M., Gofton, T., Debicki, D., Owen, A. M., & Blain-Moraes, S. (2020). Protocol for the Prognostication of Consciousness Recovery Following a Brain Injury. Frontiers in Human Neuroscience, 14. DOI: https://doi.org/10.3389/fnhum.2020.582125

  9. Maschke, C., & Blain-Moraes, S. (2020). Time-resolved functional connectivity from high-density EEG for characterizing the level of consciousness in behaviorally unresponsive patients. 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 520–525. DOI: https://doi.org/10.1109/SMC42975.2020.9282979