An Automated Quiet Sleep Detection Approach in Preterm Infants as a Gateway to Assess Brain Maturation. - Anneleen Dereymaeker; Kirubin Pillay; Jan Vervisch; Sabine Van Huffel; Gunnar Naulaers; Katrien Jansen; Maarten De Vos (Int. J. Neural Syst., 2017)

A Bayesian parametric model for quantifying brain maturation from sleep-EEG in the vulnerable newborn baby. - Kirubin Pillay; Anneleen Dereymaeker; Katrien Jansen; Gunnar Naulaers; Maarten De Vos (EMBC, 2018)

A unifying Bayesian approach for preterm brain-age prediction that models EEG sleep transitions over age. - Kirubin Pillay; Maarten De Vos (CoRR, 2018)

A Deep Shared Multi-Scale Inception Network Enables Accurate Neonatal Quiet Sleep Detection With Limited EEG Channels. - Amir Hossein Ansari; Kirubin Pillay; Anneleen Dereymaeker; Katrien Jansen; Sabine Van Huffel; Gunnar Naulaers; Maarten De Vos (IEEE J. Biomed. Health Informatics, 2022)