Juha Töyräs

36PUBLICATIONS
113CO-AUTHORS
Systems physiologyRespiratory diseasesDeep learningBehavioural epidemiologySatisfiability and optimisation
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Publications (36)

|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 (ASAP) 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

|Nov 04, 2024
Temporal and sleep stage-dependent agreement in manual scoring of respiratory events.

Minna Pitkänen, Henna Pitkänen, Rajdeep Kumar Nath

|Oct 23, 2024
Retrospective validation of automatic sleep analysis with grey areas model for human-in-the-loop scoring approach.

Matias Rusanen, Gabriel Jouan, Riku Huttunen

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Frequent Collaborators

19 joint publications

Timo Leppänen

13 joint publications

Henri Korkalainen

8 joint publications

Sami Nikkonen

8 joint publications

Samu Kainulainen