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Maarten De Vos

University of Oxford, Institute of Biomedical Engineering, Dept. Engineering Sciences, Oxford, UK

Improving Multimodal Learning with Multi-Loss Gradient Modulation

May 13, 2024
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Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection in-hospital

Mar 19, 2024
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Increasing Performance And Sample Efficiency With Model-agnostic Interactive Feature Attributions

Jun 28, 2023
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Explaining the Model and Feature Dependencies by Decomposition of the Shapley Value

Jun 19, 2023
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U-PASS: an Uncertainty-guided deep learning Pipeline for Automated Sleep Staging

Jun 07, 2023
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CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities

Mar 27, 2023
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Automated Movement Detection with Dirichlet Process Mixture Models and Electromyography

Feb 15, 2023
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L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging

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Jan 25, 2023
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EventNet: Detecting Events in EEG

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Sep 22, 2022
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Feature matching as improved transfer learning technique for wearable EEG

Dec 29, 2021
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