Charlotte Maschke

The paper examines how slow ionic dynamics affect bistability in a biophysical mean-field model of brain activity, showing that conditional bistability from a fast subsystem is not inherited by the physiological resting branch.

The paper shows that resting-state EEG criticality features predict perturbational complexity index (PCI) in disorders of consciousness, but only in specific patient subgroups.

This study shows that hormone levels across the menstrual cycle affect brain activity patterns and predict psychological well-being.

The paper investigates how criticality in resting-state EEG correlates with perturbational complexity and consciousness during anesthesia, finding that unconscious states show reduced criticality.

This paper evaluates the impact of class imbalance on ML performance in neuroscience, showing that Accuracy is misleading and recommending Balanced Accuracy and Random Forest with stratified cross-validation.

This study shows that the aperiodic EEG component better reflects consciousness levels in disorders of consciousness than oscillatory components, and its changes under anesthesia correlate with recovery outcomes.