Merel M. van Gilst

12 papers A* 1Misc 1Journal 6Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Deep Generative Model for Five-Class Sleep Staging With Arbitrary Sensor Input. IEEE J. Biomed. Health Informatics Hans Van Gorp, Merel M. van Gilst, Pedro Fonseca, Fokke B. van Meulen, Johannes P. van Dijk, Sebastiaan Overeem, Ruud J. G. van Sloun
2024	J	`jnl`	A generative foundation model for five-class sleep staging with arbitrary sensor input. CoRR Hans Van Gorp, Merel M. van Gilst, Pedro Fonseca, Fokke B. van Meulen, Johannes P. van Dijk, Sebastiaan Overeem, Ruud J. G. van Sloun
2024	—	`conf`	Attention on Sleep Stage Specific Characteristics. EMBC Iris A. M. Huijben, Sebastiaan Overeem, Merel M. van Gilst, Ruud J. G. van Sloun
2023	Misc	`conf`	Aleatoric Uncertainty Estimation of Overnight Sleep Statistics Through Posterior Sampling Using Conditional Normalizing Flows. ICASSP Hans Van Gorp, Merel M. van Gilst, Pedro Fonseca, Sebastiaan Overeem, Ruud J. G. van Sloun
2023	J	`jnl`	FlexEvent: going beyond Case-Centric Exploration and Analysis of Multivariate Event Sequences. Comput. Graph. Forum Sanne van der Linden, Bernice M. Wulterkens, Merel M. van Gilst, Sebastiaan Overeem, Carola van Pul, Anna Vilanova, Stef van den Elzen
2023	J	`jnl`	Modeling the Impact of Inter-Rater Disagreement on Sleep Statistics Using Deep Generative Learning. IEEE J. Biomed. Health Informatics Hans Van Gorp, Merel M. van Gilst, Pedro Fonseca, Sebastiaan Overeem, Ruud J. G. van Sloun
2023	A*	`conf`	SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series. ICML Iris A. M. Huijben, Arthur Andreas Nijdam, Sebastiaan Overeem, Merel M. van Gilst, Ruud van Sloun
2022	J	`jnl`	SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series. CoRR Iris A. M. Huijben, Arthur A. Nijdam, Sebastiaan Overeem, Merel M. van Gilst, Ruud J. G. van Sloun
2022	—	`conf`	Self-Organizing Maps for Contrastive Embeddings of Sleep Recordings. EMBC Iris A. M. Huijben, Arthur A. Nijdam, Lieke W. A. Hermans, Sebastiaan Overeem, Merel M. van Gilst, Ruud J. G. van Sloun
2021	J	`jnl`	Camera-Based Vital Signs Monitoring During Sleep - A Proof of Concept Study. IEEE J. Biomed. Health Informatics Mark van Gastel, Sander Stuijk, Sebastiaan Overeem, Johannes P. van Dijk, Merel M. van Gilst, Gerard de Haan
2018	—	`conf`	On the generalizability of ECG-based obstructive sleep apnea monitoring: merits and limitations of the Apnea-ECG database. EMBC Gabriele B. Papini, Pedro Fonseca, Jenny Margarito, Merel M. van Gilst, Sebastiaan Overeem, Jan W. M. Bergmans, Rik Vullings
2015	—	`conf`	Home video monitoring system for neurodegenerative diseases based on commercial HD cameras. ICCE-Berlin B. Abramiuc, Svitlana Zinger, Peter H. N. de With, N. de Vries-Farrouh, Merel M. van Gilst, B. Bloem, Sebastiaan Overeem