Overnight Sleep Staging Using Chest-Worn Accelerometry

Autor: Fons Schipper, Angela Grassi, Marco Ross, Andreas Cerny, Peter Anderer, Lieke Hermans, Fokke van Meulen, Mickey Leentjens, Emily Schoustra, Pien Bosschieter, Ruud J. G. van Sloun, Sebastiaan Overeem, Pedro Fonseca

Publikováno v: Sensors, Vol 24, Iss 17, p 5717 (2024)

Overnight sleep staging is an important part of the diagnosis of various sleep disorders. Polysomnography is the gold standard for sleep staging, but less-obtrusive sensing modalities are of emerging interest. Here, we developed and validated an algo

Externí odkaz: https://doaj.org/article/2b949ab816014a0ca955c56c9a0f3abb

A deep-learning approach to assess respiratory effort with a chest-worn accelerometer during sleep

Autor: Fons Schipper, Ruud JG van Sloun, Angela Grassi, Sebastiaan Overeem, Pedro Fonseca

Publikováno v: Biomedical Signal Processing and Control, 83:104726. Elsevier

Objective: The objective is to develop a new deep learning method for the estimation of respiratory effort from a chest-worn accelerometer during sleep. We evaluate performance, compare it against a state-of-the art method, and assess whether it can

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6a957764ec1d8a2457f6db18dd71cdbd
https://doi.org/10.1016/j.bspc.2023.104726

Validating features for atrial fibrillation detection from photoplethysmogram under hospital and free-living conditions

Autor: Lukas R.C. Dekker, Fons Schipper, Ronald M. Aarts, Jenny Margarito, Alberto G. Bonomi, Linda M. Eerikäinen, Helma M. de Morree, Rik Vullings

Publikováno v: CinC

Atrial fibrillation (AF) is the most commonly experienced sustained arrhythmia, and it increases risks of stroke and congestive heart failure. Unobtrusive wearable solutions with photoplethysmography (PPG) have been proposed for AF detection and the

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6381b0119ba8a4922110d11a69382bb0
http://www.scopus.com/inward/record.url?scp=85045128150&partnerID=8YFLogxK

Force-Interval Relationships of the Heart Measured With Photoplethysmography During Atrial Fibrillation

Autor: Ronald M. Aarts, Fons Schipper, Lukas R.C. Dekker, Alberto G. Bonomi, Rik Vullings, Linda M. Eerikäinen

Publikováno v: CinC
45th Computing in Cardiology Conference, CinC 2018, 1-4
STARTPAGE=1;ENDPAGE=4;TITLE=45th Computing in Cardiology Conference, CinC 2018

Force-interval relationships (FIRs) of the heart represent the relationships between inter-beat intervals (IBIs) and strength of the ventricular contractions. These relationships are typically measured invasively and are altered from normal in heart

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::877b5c0ecf1e09424bcb76d3037b6e9e
https://doi.org/10.22489/cinc.2018.111

Atrial Fibrillation Detection Using a Novel Cardiac Ambulatory Monitor Based on Photo‐Plethysmography at the Wrist

Autor: Ralph van Dinther, Fons Schipper, Jenny Margarito, Saeed Babaeizadeh, Linda M. Eerikäinen, Helma M. de Morree, Guido Muesch, Alberto G. Bonomi, David D. McManus, Ronald M. Aarts, Lukas R.C. Dekker

Publikováno v: Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease
Journal of the American Heart Association, 7(15):e009351. Wiley-Blackwell

Background Long‐term continuous cardiac monitoring would aid in the early diagnosis and management of atrial fibrillation ( AF ). This study examined the accuracy of a novel approach for AF detection using photo‐plethysmography signals measured f

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::861dace6e72beb298791b90d14ae7864
https://doi.org/10.1161/jaha.118.009351