Timo Leppänen

46PUBLICATIONS
81CO-AUTHORS
Biological adaptationDeep learningSystems physiologyEpidemiological methodsRespiratory diseases
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Publications (46)

|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

|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

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Frequent Collaborators

20 joint publications

Juha Töyräs

19 joint publications

Henri Korkalainen

17 joint publications

Samu Kainulainen

16 joint publications

Erna Sif Arnardottir