2 papers
q-bio.NC2026
Numerical Twin with Two Dimensional Ornstein--Uhlenbeck Processes of Transient Oscillations in EEG signal
P. O. Michel, C. Sun, S. Jaffard +2
Stochastic burst-like oscillations are common in physiological signals, yet there are few compact generative models that capture their transient structure. We propose a numerical-t…
q-bio.NC2025
Forecasting Excessive Anesthesia Depth Using EEG α-Spindle Dynamics and Machine Learning
Christophe Sun, Pierre-Olivier Michel, François David +3
Objectives. Accurately predicting transitions to anesthetic drugs overdosage is a critical challenge in general anesthesia as it requires the identification of EEG indicators relev…