Opin vísindi
→
IRIS
→
IRIS
→
Browsing IRIS by Author

Browsing IRIS by Author "Kainulainen, Samu"

Now showing items 1-3 of 3

Generalizable Deep Learning-Based Sleep Staging Approach for Ambulatory Textile Electrode Headband Recordings

Rusanen, Matias; Huttunen, Riku; Korkalainen, Henri; Myllymaa, Sami; Toyras, Juha; Myllymaa, Katja; Sigurdardottir, Sigridur; Ólafsdóttir, Kristín Anna; Leppanen, Timo; Arnardóttir, Erna Sif; Kainulainen, Samu (2023-04-01)

Reliable, automated, and user-friendly solutions for the identification of sleep stages in home environment are needed in various clinical and scientific research settings. Previously we have shown that signals recorded with an easily applicable textile ...
Novel oxygen desaturation parameters are associated with cardiac troponin I : Data from the Akershus Sleep Apnea Project

Sigurdardottir, Fjola D.; Øverby, Caroline Tonje; Nikkonen, Sami; Karhu, Tuomas; Dammen, Toril; Nordhus, Inger Hilde; Thorshov, Thea; Einvik, Gunnar; Kainulainen, Samu; Leppänen, Timo; Arnardóttir, Erna Sif; Töyräs, Juha; Omland, Torbjørn; Hrubos-Strøm, Harald (2022-03-15)

Novel diagnostic markers for obstructive sleep apnea beyond the apnea–hypopnea index (AHI) have been introduced. There are no studies on their association with markers of subclinical myocardial injury. We assessed the association between novel desaturation ...
Self-applied somnography : technical feasibility of electroencephalography and electro-oculography signal characteristics in sleep staging of suspected sleep-disordered adults

Rusanen, Matias; Korkalainen, Henri; Grétarsdóttir, Heiður; Siilak, Tiina; Olafsdottir, Kristin Anna; Töyräs, Juha; Myllymaa, Sami; Arnardóttir, Erna Sif; Leppänen, Timo; Kainulainen, Samu (2023-07-03)

Sleep recordings are increasingly being conducted in patients’ homes where patients apply the sensors themselves according to instructions. However, certain sensor types such as cup electrodes used in conventional polysomnography are unfeasible for ...

Now showing items 1-3 of 3

Search Opin vísindi

Browse

All of Opin vísindi
- Communities & Collections
- Authors
- Titles
- Subjects
- Departments
- School
- DOI
- Journal title
This Collection
- Authors
- Titles
- Subjects
- Departments
- School
- DOI
- Journal title

Browsing IRIS by Author "Kainulainen, Samu"

Browsing IRIS by Author "Kainulainen, Samu"

Search Opin vísindi

Browse

All of Opin vísindi

This Collection

About

My Account