Samu Kainulainen

21PUBLICATIONS
48CO-AUTHORS
Systems physiologyEpidemiological methodsEvolutionary impacts of climate changeNeonatologyDisease surveillance
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Publications (21)

|Jun 19, 2026
Respiratory event type and duration modulate PPG waveforms in OSA.

|Jun 12, 2026
Hypnodensity sleep metrics from fingertip photoplethysmography are better associated with daytime sleepiness and fatigue than traditional metrics from polysomnography.

|Dec 01, 2025
Hypoxemia and arousals modulate cardiac responses to respiratory events in obstructive sleep apnea.

Serajeddin Ebrahimian, Saara Sillanmäki, Marika Rissanen

|Feb 14, 2025
Validation of manually scored multichannel frontal electroencephalography against polysomnography in a paediatric cohort.

Sigridur Sigurdardottir, Henna Pitkänen, Henri Korkalainen

|Feb 05, 2025
The interaction between comorbidities and sleep stages influences oxygen re-saturation characteristics.

Timothy P Howarth, Salla Hietakoste, Serajeddin Ebrahimian

|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

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Frequent Collaborators

17 joint publications

Timo Leppänen

10 joint publications

Henri Korkalainen

8 joint publications

Brett Duce

8 joint publications

Juha Töyräs