A multi-task learning model using RR intervals and respiratory effort to assess sleep disordered breathing

Autor: Jiali Xie, Pedro Fonseca, Johannes van Dijk, Sebastiaan Overeem, Xi Long

Publikováno v: BioMedical Engineering OnLine, Vol 23, Iss 1, Pp 1-16 (2024)

Abstract Background Sleep-disordered breathing (SDB) affects a significant portion of the population. As such, there is a need for accessible and affordable assessment methods for diagnosis but also case-finding and long-term follow-up. Research has

Externí odkaz: https://doaj.org/article/ca960677f5484bf19a3c6759b0330a8b

Epileptic Seizure Detection by Cascading Isolation Forest-Based Anomaly Screening and EasyEnsemble

Autor: Yao Guo, Xinyu Jiang, Linkai Tao, Long Meng, Chenyun Dai, Xi Long, Feng Wan, Yuan Zhang, Johannes van Dijk, Ronald M. Aarts, Wei Chen, Chen Chen

Publikováno v: IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol 30, Pp 915-924 (2022)

The electroencephalogram (EEG), for measuring the electrophysiological activity of the brain, has been widely applied in automatic detection of epilepsy seizures. Various EEG-based seizure detection algorithms have already yielded high sensitivity, b

Externí odkaz: https://doaj.org/article/9634d59f63bd4824af9f6766d0de3cfb

Model-Based Evaluation of Methods for Respiratory Sinus Arrhythmia Estimation

Autor: John Morales, Carolina Varon, Pablo Armanac, Merel M. van Gilst, Sebastiaan Overeem, Michele Orini, Raquel Bailon, Johannes Van Dijk, Jonathan Moeyersons, Luca Faes, Sabine Van Huffel

Publikováno v: IEEE Transactions on Biomedical Engineering, 68(6)
IEEE Transactions on Biomedical Engineering, 68(6):9210854, 1882-1893. IEEE Computer Society

OBJECTIVE: Respiratory sinus arrhythmia (RSA) refers to heart rate oscillations synchronous with respiration, and it is one of the major representations of cardiorespiratory coupling. Its strength has been suggested as a biomarker to monitor differen

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::54ff40864c80251bcfa618de646b02f5
https://doi.org/10.1109/TBME.2020.3028204

Twenty-first century digital skills for the creative industries workforce: Perspectives from industry experts

Autor: Johannes van Dijk, Alexander Johannes Aloysius Maria van Deursen, Jos de Haan, Ester van Laar

Publikováno v: First monday, 24(1). First Monday
First Monday; Volume 24, Number 1-7 January 2019

The creative industries workforce requires employees that use ICT applications to solve the knowledge related tasks at work. The aim of this research is twofold: (1) to see if previously cited twenty-first century digital skills are suited to the cre

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8965d20918273c48465155ea7c5d953c
https://doi.org/10.5210/fm.v24i1.9476

Multimodal seizure detection: A review

Autor: Johannes Van Dijk, George Petkov, Ghislaine Van Thiel

Publikováno v: Epilepsia, 59 Suppl 1, 42. Wiley-Blackwell

A review is given on the combined use of multiple modalities in non electroencephalography (EEG)-based detection of motor seizures in children and adults. A literature search of papers was done on multimodal seizure detection with extraction of data

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5a4a4d5ce33e8f9a541c2180df5c870e
https://pubmed.ncbi.nlm.nih.gov/29873832