Katja Myllymaa

Kuopio, Finland

Last Updated: 09/26/2026

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Found 16 publications

Electromyography Frequency Spectrum Is a Better Indicator of Sleep Bruxism Severity Related to Temporomandibular Disorder Pain Than Conventional Masticatory Muscle Activation and Bruxism Time Indices-A Pilot Study.

Electromyography Frequency Spectrum Is a Better Indicator of Sleep Bruxism Severity Related to Temporomandibular Disorder Pain Than Conventional Masticatory Muscle Activation and Bruxism Time Indices-A Pilot Study.

Journal: Journal of sleep research

Published: August 18, 2025

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

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

Journal: IEEE journal of biomedical and health informatics

Published: April 06, 2023

Neural network analysis of nocturnal SpO2 signal enables easy screening of sleep apnea in patients with acute cerebrovascular disease.

Neural network analysis of nocturnal SpO2 signal enables easy screening of sleep apnea in patients with acute cerebrovascular disease.

Journal: Sleep medicine

Published: June 03, 2020

Acute stroke and TIA patients have specific polygraphic features of obstructive sleep apnea.

Acute stroke and TIA patients have specific polygraphic features of obstructive sleep apnea.

Journal: Sleep & breathing = Schlaf & Atmung

Published: July 14, 2019

Polysomnographic scoring of sleep bruxism events is accurate even in the absence of video recording but unreliable with EMG-only setups.

Polysomnographic scoring of sleep bruxism events is accurate even in the absence of video recording but unreliable with EMG-only setups.

Journal: Sleep & breathing = Schlaf & Atmung

Published: February 28, 2019

Home Polysomnography Reveals a First-Night Effect in Patients With Low Sleep Bruxism Activity.

Home Polysomnography Reveals a First-Night Effect in Patients With Low Sleep Bruxism Activity.

Journal: Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine

Published: February 02, 2018

Success Rate and Technical Quality of Home Polysomnography With Self-Applicable Electrode Set in Subjects With Possible Sleep Bruxism.

Success Rate and Technical Quality of Home Polysomnography With Self-Applicable Electrode Set in Subjects With Possible Sleep Bruxism.

Journal: IEEE journal of biomedical and health informatics

Published: August 23, 2017

Screen-printed ambulatory electrode set enables accurate diagnostics of sleep bruxism.

Screen-printed ambulatory electrode set enables accurate diagnostics of sleep bruxism.

Journal: Journal of sleep research

Published: January 13, 2017

Assessment of the suitability of using a forehead EEG electrode set and chin EMG electrodes for sleep staging in polysomnography.

Assessment of the suitability of using a forehead EEG electrode set and chin EMG electrodes for sleep staging in polysomnography.

Journal: Journal of sleep research

Published: December 07, 2015

Forehead EEG electrode set versus full-head scalp EEG in 100 patients with altered mental state.

Forehead EEG electrode set versus full-head scalp EEG in 100 patients with altered mental state.

Journal: Epilepsy & behavior : E&B

Published: April 08, 2015

Effect of oxygen desaturation threshold on determination of OSA severity during weight loss.

Effect of oxygen desaturation threshold on determination of OSA severity during weight loss.

Journal: Sleep & breathing = Schlaf & Atmung

Published: January 22, 2015

Effect of different oxygen desaturation threshold levels on hypopnea scoring and classification of severity of sleep apnea.

Effect of different oxygen desaturation threshold levels on hypopnea scoring and classification of severity of sleep apnea.

Journal: Sleep & breathing = Schlaf & Atmung

Published: October 03, 2014

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Last Updated: 09/26/2026