Sami Myllymaa

Accurate Deep Learning-Based Sleep Staging in a Clinical Population with Suspected Obstructive Sleep Apnea

Henri Korkalainen, Timo Leppänen, Juhani Aakko et al. · IEEE Journal of Biomedical and Health Informatics · 2019 · 159 citations · Full text

Medicine, Health Informatics, Machine Learning +16

Deep learning enables sleep staging from photoplethysmogram for patients with suspected sleep apnea

Henri Korkalainen, Juhani Aakko, Brett Duce et al. · SLEEP · 2020 · 134 citations · Full text

Computing, Health Informatics, Biomedical Signal Processing +16

Assessment of the suitability of using a forehead <scp>EEG</scp> electrode set and chin <scp>EMG</scp> electrodes for sleep staging in polysomnography

Sami Myllymaa, Anu Muraja‐Murro, Susanna Westerén-Punnonen et al. · Journal of Sleep Research · 2016 · 65 citations

Medicine, Neuroscience, Electrophysiology +13

Effect of Sweating on Electrode-Skin Contact Impedances and Artifacts in EEG Recordings With Various Screen-Printed Ag/Agcl Electrodes

Laura Kalevo, T A Miettinen, Akseli Leino et al. · IEEE Access · 2020 · 65 citations · Full text

Engineering, Bioengineering, Biomedical Engineering +16

Severe desaturations increase psychomotor vigilance task-based median reaction time and number of lapses in obstructive sleep apnoea patients

Samu Kainulainen, Brett Duce, Henri Korkalainen et al. · European Respiratory Journal · 2020 · 64 citations · Full text

Medicine, Physiology, Psychophysiology +16