Search Results for author: Dries Testelmans

Found 2 papers, 0 papers with code

U-PASS: an Uncertainty-guided deep learning Pipeline for Automated Sleep Staging

no code implementations7 Jun 2023 Elisabeth R. M. Heremans, Nabeel Seedat, Bertien Buyse, Dries Testelmans, Mihaela van der Schaar, Maarten De Vos

As machine learning becomes increasingly prevalent in critical fields such as healthcare, ensuring the safety and reliability of machine learning systems becomes paramount.

Sleep Staging

Feature matching as improved transfer learning technique for wearable EEG

no code implementations29 Dec 2021 Elisabeth R. M. Heremans, Huy Phan, Amir H. Ansari, Pascal Borzée, Bertien Buyse, Dries Testelmans, Maarten De Vos

This method consists of training a model with larger amounts of data from the source modality and few paired samples of source and target modality.

EEG Sleep Staging +1

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