Juha Töyräs

38PUBLICATIONS
116CO-AUTHORS
Systems physiologyBiological adaptationRespiratory diseasesDeep learningBehavioural epidemiology
Featured researcher

Get your video featured.

JoVEPublish with JoVE
Journal

Publications (38)

|Aug 20, 2026
Machine learning prediction of the change in sleepiness following continuous positive airway pressure in obstructive sleep apnea: a multi-cohort analysis.

|Jul 29, 2026
The Relative Contributions of Arousal Presence and Arousal Intensity to Post-Respiratory-Event Ventilation in Obstructive Sleep Apnea.

|Jan 25, 2026
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.

Minna Pitkänen, Miro Rytkönen, Tomi Miettinen

|Jan 23, 2026
Association of major adverse cardiovascular events with the apnea-hypopnea index, desaturation severity parameters, and cardiac troponins in participants of the Akershus Sleep APnea cohort.

Xin Feng, Fjola Sigurdardottir, Erna Sif Arnardottir

|Dec 17, 2025
Temporally Continuous Automated Sleep-Wake Classification Using Deep Learning.

Pranavan Somaskandhan, Henri Korkalainen, Timo Leppänen

|Dec 13, 2024
Nocturnal short-term heart rate variability reflects impaired daytime vigilance better than overnight heart rate variability in suspected obstructive sleep apnea patients.

Salla Hietakoste, Tuomas Karhu, Carolina Lombardi

Pageof 7

Frequent Collaborators

21 joint publications

Timo Leppänen

13 joint publications

Henri Korkalainen

9 joint publications

Samu Kainulainen

8 joint publications

Sami Nikkonen