Feature preprocessing improves Support Vector Machine accuracy for seizure detection in neonatal EEG. - Guy Bogaarts; Erik D. Gommer; Jos P. H. Reulen; Werner H. Mess; Danny M. W. Hilkman; Vivianne van Kranen-Mastenbroek (IWBBIO, 2013)

Optimal training dataset composition for SVM-based, age-independent, automated epileptic seizure detection. - Guy Bogaarts; Erik D. Gommer; Danny M. W. Hilkman; Vivianne van Kranen-Mastenbroek; Jos P. H. Reulen (Medical Biol. Eng. Comput., 2016)

Improved epileptic seizure detection combining dynamic feature normalization with EEG novelty detection. - Guy Bogaarts; Danny M. W. Hilkman; Erik D. Gommer; Vivianne van Kranen-Mastenbroek; Jos P. H. Reulen (Medical Biol. Eng. Comput., 2016)

Simulating the impact of noise on gait features extracted from smartphone sensor-data for the remote assessment of movement disorders. - Guy Bogaarts; Mattia Zanon; Frank Dondelinger; Adrian Derungs; Florian Lipsmeier; Christian Gossens; Michael Lindemann (EMBC, 2021)