Merel van Gilst

According to our database, Merel van Gilst authored at least 14 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Estimating the Severity of Obstructive Sleep Apnea Using ECG, Respiratory Effort and Neural Networks.

Pedro Fonseca, Marco Ross, Andreas Cerny, Peter Anderer, Fons Schipper, Angela Grassi, Merel van Gilst, Sebastiaan Overeem

IEEE J. Biomed. Health Informatics, July, 2024

A generative foundation model for five-class sleep staging with arbitrary sensor input.

Hans Van Gorp, Merel M. van Gilst, Pedro Fonseca, Fokke B. van Meulen, Johannes P. van Dijk, Sebastiaan Overeem, Ruud J. G. van Sloun

CoRR, 2024

2023

Modeling the Impact of Inter-Rater Disagreement on Sleep Statistics Using Deep Generative Learning.

Hans Van Gorp, Merel M. van Gilst, Pedro Fonseca, Sebastiaan Overeem, Ruud J. G. van Sloun

IEEE J. Biomed. Health Informatics, November, 2023

FlexEvent: going beyond Case-Centric Exploration and Analysis of Multivariate Event Sequences.

Sanne van der Linden, Bernice M. Wulterkens, Merel M. van Gilst, Sebastiaan Overeem, Carola van Pul, Anna Vilanova, Stef van den Elzen

Comput. Graph. Forum, June, 2023

SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series.

Iris A. M. Huijben, Arthur Andreas Nijdam, Sebastiaan Overeem, Merel M. van Gilst, Ruud van Sloun

Proceedings of the International Conference on Machine Learning, 2023

Aleatoric Uncertainty Estimation of Overnight Sleep Statistics Through Posterior Sampling Using Conditional Normalizing Flows.

Hans Van Gorp, Merel M. van Gilst, Pedro Fonseca, Sebastiaan Overeem, Ruud J. G. van Sloun

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Self-Organizing Maps for Contrastive Embeddings of Sleep Recordings.

Iris A. M. Huijben, Arthur A. Nijdam, Lieke W. A. Hermans, Sebastiaan Overeem, Merel M. van Gilst, Ruud J. G. van Sloun

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Camera-Based Vital Signs Monitoring During Sleep - A Proof of Concept Study.

Mark van Gastel, Sander Stuijk, Sebastiaan Overeem, Johannes P. van Dijk, Merel M. van Gilst, Gerard de Haan

IEEE J. Biomed. Health Informatics, 2021

Model-Based Evaluation of Methods for Respiratory Sinus Arrhythmia Estimation.

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

IEEE Trans. Biomed. Eng., 2021

2020

Multilevel Interval Coded Scoring to Assess the Cardiovascular Status of Sleep Apnea Patients Using Oxygen Saturation Markers.

Margot Deviaene, Pascal Borzée, Merel van Gilst, Johannes P. van Dijk, Sebastiaan Overeem, Bertien Buyse, Dries Testelmans, Sabine Van Huffel, Carolina Varon

IEEE Trans. Biomed. Eng., 2020

2019

Subjective Sleep Quality Monitoring with the Hypnos Digital Sleep Diary: Evaluation of Usability and User Experience.

Tudor Vacaretu, Nikolaos Batalas, Begum Erten-Uyumaz, Merel van Gilst, Sebastiaan Overeem, Panos Markopoulos

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

2018

On the generalizability of ECG-based obstructive sleep apnea monitoring: merits and limitations of the Apnea-ECG database.

Gabriele B. Papini, Pedro Fonseca, Jenny Margarito, Merel M. van Gilst, Sebastiaan Overeem, Jan W. M. Bergmans, Rik Vullings

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Recurrent Neural Network for Classification of Snoring and Non-Snoring Sound Events.

Bruno Arsenali, Johannes P. van Dijk, Okke Ouweltjes, Bert den Brinker, Dirk Pevernagie, Roy Krijn, Merel van Gilst, Sebastiaan Overeem

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2015

Home video monitoring system for neurodegenerative diseases based on commercial HD cameras.

B. Abramiuc, Svitlana Zinger, Peter H. N. de With, N. de Vries-Farrouh, Merel M. van Gilst, B. Bloem, Sebastiaan Overeem

Proceedings of the IEEE 5th International Conference on Consumer Electronics - Berlin, 2015