Onderzoeker
Elisabeth Heremans
- Disciplines:Datamining, Machine learning en besluitvorming, Biomedische beeldverwerking, Biomedische signaalverwerking, Menselijke gezondheidsengineering, Patroonherkenning en neurale netwerken, Gezondheidsinformatica, Signaalverwerking
Affiliaties
- Dynamische Systemen, Signaalverwerking en Gegevensanalyse (STADIUS) (Afdeling)
Lid
Vanaf1 aug 2020 → Heden - Afdeling ESAT - STADIUS, Stadius Centrum voor Dynamische Systemen,Signaalverwerking en Gegevensanalyse (Afdeling)
Lid
Vanaf10 feb 2020 → 31 jul 2020
Projecten
1 - 1 of 1
- Geautomatiseerde slaapanalyse van draagbare monitoring systemen.Vanaf17 mrt 2020 → HedenFinanciering: FWO Strategische Onderzoeksbeurs
Publicaties
1 - 9 van 9
- U-PASS: An uncertainty-guided deep learning pipeline for automated sleep staging.(2024)
Auteurs: Elisabeth Heremans, Bertien Buyse, Dries Testelmans, Maarten De Vos
Pagina's: 108205 - Acoustic Stimulation as A Promising Technique to Enhance Slow-Wave Sleep in Alzheimer’s Disease: Results of a Pilot Study(2023)
Auteurs: Laura Van den Bulcke, Anne-Marie Peeters, Elisabeth Heremans, Hannah Davidoff, Maarten De Vos, Louise Emsell, Jan Van den Stock, Jos Tournoy, Bertien Buyse, Mathieu Vandenbulcke, et al.
- L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging.(2023)
Auteurs: Elisabeth Heremans
Pagina's: 4748 - 4757 - Feature matching as improved transfer learning technique for wearable EEG(2022)
Auteurs: Elisabeth Heremans, Bertien Buyse, Dries Testelmans, Maarten De Vos
- From unsupervised to semi-supervised adversarial domain adaptation in electroencephalography-based sleep staging(2022)
Auteurs: Elisabeth Heremans, Bertien Buyse, Dries Testelmans, Maarten De Vos
- Data augmentation in semi-supervised adversarial domain adaptation for EEG-based sleep staging(2022)
Auteurs: Elisabeth Heremans, Nick Seeuws, Dries Testelmans, Maarten De Vos
Aantal pagina's: 4 - Maturation of the autonomic nervous system in premature infants: estimating development based on heart-rate variability analysis(2021)
Auteurs: Mario Lavanga, Elisabeth Heremans, Jonathan Moeyersons, Bieke Bollen, Katrien Jansen, Els Ortibus, Gunnar Naulaers, Sabine Van Huffel, Alexander Caicedo Dorado
- Artificial neural network-based automatic detection of food intake for neuromodulation in treating obesity and diabetes(2020)
Auteurs: Elisabeth Heremans, Sabine Van Huffel
Pagina's: 2547 - 2557 - Automatic quiet sleep detection based on multifractality in preterm neonates: effects of maturation(2017)
Auteurs: Mario Lavanga, Ofelie De Wel, Elisabeth Heremans, Katrien Jansen, Anneleen Dereymaeker, Gunnar Naulaers, Sabine Van Huffel
Pagina's: 2010 - 2013