Dounia Mulders - former PhD student

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My PhD aimed to characterize the human brain networks involved in the processing of nociceptive inputs, and to highlight to which extent the development of a chronic pain state could be related to some changes in these networks. To this end, novel signal processing tools and machine learning techniques were esigned, in order to analyze scalp and intracerebral EEG recordings.

Publications

Nature: Scientific Reports

Liberati G, Mulders D, Algoet M, van den Broeke EN, Ferrao Santos S, Ribeiro Vaz JG, Raftopoulos C, Mouraux A.

10: 22319

Insular responses to transient painful and non-painful thermal and mechanical spinothalamic stimuli recorded using intracerebral EEG

2020

PLoS ONE

Mulders D, de Bodt C, Lejeune N, Dufour A, Verleysen M, Mouraux A.

15(4):e0231698

Dynamics of the perception and EEG signals triggered by tonic warm and cool stimulation

2020

ICONIP

Mulders D, de Boot C, Lejeune N, Mouraux A, Verleysen M.

accepted

Linear Periodic Discriminant Analysis

2018

PDF

Journal of Neuroscience Methods

Chemin B, Huang G, Mulders D, Mouraux A.

308:106-115

EEG time-warping to study non-strictly-periodic EEG signals related to the production of rhythmic movements

2018

Latent Variable Analysis and Signal Separation LVA/ICA

Mulders D, de Bodt C, Lejeune N, Mouraux A, Verleysen M.

In: Deville Y, Gannot S, Mason R, Plumbley M, Ward D (eds). Lecture notes in Computer Science, vol 10891. Springer

Spatial Filtering of EEG Signals to Identify Periodic Brain Activity Patterns

2018

Cerebral Cortex

Liberati G, Klöcker A, Algoet M, Mulders D, Safronova MM, Ferrao Santos S, Vaz JG, Raftopoulos C, Mouraux A.

28(10):3650-3664.

Gamma-band oscillations preferential for nociception can be recorded in the human insula

2017