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 (ICCE-Berlin, 2015)

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 (EMBC, 2018)

On the generalizability of ECG-based obstructive sleep apnea monitoring: merits and limitations of the Apnea-ECG database. - Gabriele B. Papini; Pedro Fonseca 002; Jenny Margarito; Merel M. van Gilst; Sebastiaan Overeem; Jan W. M. Bergmans; Rik Vullings (EMBC, 2018)

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 001 (HEALTHINF, 2019)

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)

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 001; Sabine Van Huffel; Raquel Bailón; Carolina Varon (IEEE Trans. Biomed. Eng., 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)

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 (EMBC, 2022)

Aleatoric Uncertainty Estimation of Overnight Sleep Statistics Through Posterior Sampling Using Conditional Normalizing Flows. - Hans Van Gorp; Merel M. van Gilst; Pedro Fonseca 002; Sebastiaan Overeem; Ruud J. G. van Sloun (ICASSP, 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 (ICML, 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, 2023)

Modeling the Impact of Inter-Rater Disagreement on Sleep Statistics Using Deep Generative Learning. - Hans Van Gorp; Merel M. van Gilst; Pedro Fonseca 002; Sebastiaan Overeem; Ruud J. G. van Sloun (IEEE J. Biomed. Health Informatics, 2023)

Attention on Sleep Stage Specific Characteristics. - Iris A. M. Huijben; Sebastiaan Overeem; Merel M. van Gilst; Ruud J. G. van Sloun (EMBC, 2024)

A generative foundation model for five-class sleep staging with arbitrary sensor input. - Hans Van Gorp; Merel M. van Gilst; Pedro Fonseca 002; Fokke B. van Meulen; Johannes P. van Dijk; Sebastiaan Overeem; Ruud J. G. van Sloun (CoRR, 2024)

Estimating the Severity of Obstructive Sleep Apnea Using ECG, Respiratory Effort and Neural Networks. - Pedro Fonseca 002; Marco Ross; Andreas Cerny; Peter Anderer; Fons Schipper; Angela Grassi; Merel van Gilst; Sebastiaan Overeem (IEEE J. Biomed. Health Informatics, 2024)