Elisabeth R. M. Heremans

11 papers Misc 2Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Functional Near-Infrared Spectroscopy Feature Extraction with Application in Workload Estimation.
ICASSP
Elisabeth R. M. Heremans, David Johnston, Dimitra Emmanouilidou, Andre Golard, Ivan Tashev, Ryen White
2024 J jnl
Personalization of Automatic Sleep Scoring: How Best to Adapt Models to Personal Domains in Wearable EEG.
IEEE J. Biomed. Health Informatics
Kristian P. Lorenzen, Elisabeth R. M. Heremans, Maarten De Vos, Kaare B. Mikkelsen
2024 J jnl
U-PASS: An uncertainty-guided deep learning pipeline for automated sleep staging.
Comput. Biol. Medicine
Elisabeth R. M. Heremans, Nabeel Seedat, Bertien Buyse, Dries Testelmans, Mihaela van der Schaar, Maarten De Vos
2023 — conf
Explaining Uncertainty in AI for Clinical Decision Support Systems.
PKDD/ECML Workshops (2)
Elisabeth R. M. Heremans, Maarten De Vos
2023 Misc conf
Improving Automatic Sleep Staging Via Temporal Smoothness Regularization.
ICASSP
Huy Phan, Elisabeth R. M. Heremans, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
2023 J jnl
L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging.
IEEE J. Biomed. Health Informatics
Huy Phan, Kristian P. Lorenzen, Elisabeth R. M. Heremans, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Mathias Baumert, Kaare B. Mikkelsen, Maarten De Vos
2023 J jnl
L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging.
CoRR
Huy Phan, Kristian P. Lorenzen, Elisabeth R. M. Heremans, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Mathias Baumert, Kaare B. Mikkelsen, Maarten De Vos
2023 J jnl
U-PASS: an Uncertainty-guided deep learning Pipeline for Automated Sleep Staging.
CoRR
Elisabeth R. M. Heremans, Nabeel Seedat, Bertien Buyse, Dries Testelmans, Mihaela van der Schaar, Maarten De Vos
2022 — conf
Data augmentation in semi-supervised adversarial domain adaptation for EEG-based sleep staging.
BHI
Elisabeth R. M. Heremans, Trui Osselaer, Nick Seeuws, Huy Phan, Dries Testelmans, Maarten De Vos
2022 J jnl
Feature matching as improved transfer learning technique for wearable EEG.
Biomed. Signal Process. Control.
Elisabeth R. M. Heremans, Huy Phan, Amir Hossein Ansari, Pascal Borzée, Bertien Buyse, Dries Testelmans, Maarten De Vos
2022 J jnl
Feature matching as improved transfer learning technique for wearable EEG.
CoRR
Elisabeth R. M. Heremans, Huy Phan, Amir Hossein Ansari, Pascal Borzée, Bertien Buyse, Dries Testelmans, Maarten De Vos