Timo Leppänen

47PUBLICATIONS
81CO-AUTHORS
Systems physiologyBiological adaptationDeep learningEpidemiological methodsRespiratory diseases
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Publications (47)

|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.

|Jul 16, 2026
Automated deep learning-based arousal detection complies with ten expert scorers in unseen data.

|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.

|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

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Frequent Collaborators

21 joint publications

Juha Töyräs

19 joint publications

Henri Korkalainen

18 joint publications

Samu Kainulainen

16 joint publications

Erna Sif Arnardottir