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2020 – today
- 2024
[j6]Pedro Fonseca
, Marco Ross, Andreas Cerny, Peter Anderer, Fons Schipper, Angela Grassi, Merel van Gilst, Sebastiaan Overeem:
Estimating the Severity of Obstructive Sleep Apnea Using ECG, Respiratory Effort and Neural Networks. IEEE J. Biomed. Health Informatics 28(7): 3895-3906 (2024)- [i2]Hans Van Gorp, Merel M. van Gilst, Pedro Fonseca, Fokke B. van Meulen, Johannes P. van Dijk, Sebastiaan Overeem, Ruud J. G. van Sloun:
A generative foundation model for five-class sleep staging with arbitrary sensor input. CoRR abs/2408.15253 (2024) - 2023
- [j5]Sanne van der Linden, Bernice M. Wulterkens, Merel M. van Gilst, Sebastiaan Overeem, Carola van Pul, Anna Vilanova, Stef van den Elzen:
FlexEvent: going beyond Case-Centric Exploration and Analysis of Multivariate Event Sequences. Comput. Graph. Forum 42(3): 161-172 (2023) - [j4]Hans Van Gorp, Merel M. van Gilst, Pedro Fonseca, Sebastiaan Overeem, Ruud J. G. van Sloun:
Modeling the Impact of Inter-Rater Disagreement on Sleep Statistics Using Deep Generative Learning. IEEE J. Biomed. Health Informatics 27(11): 5599-5609 (2023) - [c7]Hans Van Gorp, Merel M. van Gilst, Pedro Fonseca, Sebastiaan Overeem, Ruud J. G. van Sloun:
Aleatoric Uncertainty Estimation of Overnight Sleep Statistics Through Posterior Sampling Using Conditional Normalizing Flows. ICASSP 2023: 1-5 - [c6]Iris A. M. Huijben, Arthur Andreas Nijdam, Sebastiaan Overeem, Merel M. van Gilst, Ruud van Sloun:
SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series. ICML 2023: 14132-14152 - 2022
- [c5]Iris A. M. Huijben, Arthur A. Nijdam, Lieke W. A. Hermans, Sebastiaan Overeem, Merel M. van Gilst, Ruud J. G. van Sloun:
Self-Organizing Maps for Contrastive Embeddings of Sleep Recordings. EMBC 2022: 2945-2948 - [i1]Iris A. M. Huijben, Arthur A. Nijdam, Sebastiaan Overeem, Merel M. van Gilst, Ruud J. G. van Sloun:
SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series. CoRR abs/2205.15875 (2022) - 2021
- [j3]John F. Morales, Jonathan Moeyersons, Pablo Armañac, Michele Orini, Luca Faes, Sebastiaan Overeem, Merel van Gilst, Hans van Dijk, Sabine Van Huffel, Raquel Bailón, Carolina Varon:
Model-Based Evaluation of Methods for Respiratory Sinus Arrhythmia Estimation. IEEE Trans. Biomed. Eng. 68(6): 1882-1893 (2021) - [j2]Mark van Gastel, Sander Stuijk, Sebastiaan Overeem, Johannes P. van Dijk, Merel M. van Gilst, Gerard de Haan:
Camera-Based Vital Signs Monitoring During Sleep - A Proof of Concept Study. IEEE J. Biomed. Health Informatics 25(5): 1409-1418 (2021) - 2020
- [j1]Margot Deviaene, Pascal Borzée, Merel van Gilst, Johannes P. van Dijk, Sebastiaan Overeem, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon:
Multilevel Interval Coded Scoring to Assess the Cardiovascular Status of Sleep Apnea Patients Using Oxygen Saturation Markers. IEEE Trans. Biomed. Eng. 67(10): 2839-2848 (2020)
2010 – 2019
- 2019
- [c4]Tudor Vacaretu, Nikolaos Batalas, Begum Erten-Uyumaz, Merel van Gilst, Sebastiaan Overeem, Panos Markopoulos:
Subjective Sleep Quality Monitoring with the Hypnos Digital Sleep Diary: Evaluation of Usability and User Experience. HEALTHINF 2019: 113-122 - 2018
- [c3]Bruno Arsenali, Johannes P. van Dijk, Okke Ouweltjes, Bert den Brinker, Dirk Pevernagie, Roy Krijn, Merel van Gilst, Sebastiaan Overeem:
Recurrent Neural Network for Classification of Snoring and Non-Snoring Sound Events. EMBC 2018: 328-331 - [c2]Gabriele B. Papini, Pedro Fonseca, Jenny Margarito, Merel M. van Gilst, Sebastiaan Overeem, Jan W. M. Bergmans, Rik Vullings:
On the generalizability of ECG-based obstructive sleep apnea monitoring: merits and limitations of the Apnea-ECG database. EMBC 2018: 6022-6025 - 2015
- [c1]B. Abramiuc, Svitlana Zinger, Peter H. N. de With, N. de Vries-Farrouh, Merel M. van Gilst, B. Bloem, Sebastiaan Overeem:
Home video monitoring system for neurodegenerative diseases based on commercial HD cameras. ICCE-Berlin 2015: 489-492
Coauthor Index
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