Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities


Mar 27, 2023
Konstantinos Kontras, Christos Chatzichristos, Huy Phan, Johan Suykens, Maarten De Vos

Add code

* 10 pages, 4 figures, 2 tables, journal 

   Access Paper or Ask Questions

Automated Movement Detection with Dirichlet Process Mixture Models and Electromyography


Feb 15, 2023
Navin Cooray, Zhenglin Li, Jinzhuo Wang, Christine Lo, Mahnaz Arvaneh, Mkael Symmonds, Michele Hu, Maarten De Vos, Lyudmila S Mihaylova

Add code

* 2022 25th International Conference on Information Fusion (FUSION), Link\"oping, Sweden, 2022, pp. 01-08 

   Access Paper or Ask Questions

L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging


Jan 25, 2023
Huy Phan, Kristian P. Lorenzen, Elisabeth Heremans, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Mathias Baumert, Kaare Mikkelsen, Maarten De Vos

Add code

* 9 pages, 4 figures, updated affiliations 

   Access Paper or Ask Questions

EventNet: Detecting Events in EEG


Sep 22, 2022
Nick Seeuws, Maarten De Vos, Alexander Bertrand

Add code

* This work has been submitted to the IEEE for possible publication 

   Access Paper or Ask Questions

Feature matching as improved transfer learning technique for wearable EEG


Dec 29, 2021
Elisabeth R. M. Heremans, Huy Phan, Amir H. Ansari, Pascal Borzée, Bertien Buyse, Dries Testelmans, Maarten De Vos

Add code

* 14 pages, 6 figues 

   Access Paper or Ask Questions

SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification


May 23, 2021
Huy Phan, Kaare Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos

Add code

* 17 pages, 15 figures 

   Access Paper or Ask Questions

Interpretable Deep Learning for the Remote Characterisation of Ambulation in Multiple Sclerosis using Smartphones


Mar 16, 2021
Andrew P. Creagh, Florian Lipsmeier, Michael Lindemann, Maarten De Vos

Add code


   Access Paper or Ask Questions

Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach


Feb 24, 2021
Eoin Brophy, Maarten De Vos, Geraldine Boylan, Tomas Ward

Add code


   Access Paper or Ask Questions

Change Point Detection in Time Series Data using Autoencoders with a Time-Invariant Representation


Aug 21, 2020
Tim De Ryck, Maarten De Vos, Alexander Bertrand

Add code


   Access Paper or Ask Questions

1
2
3
>>