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Sleep|May 28, 2020
Estimating daytime sleepiness with previous night electroencephalography, electrooculography, and electromyography spectrograms in patients with suspected sleep apnea using a convolutional neural networkSami Nikkonen, Henri Korkalainen, Samu Kainulainen, et al.
IEEE Transactions on Bio-Medical Engineering|July 31, 2023
Acute Cardiorespiratory Coupling Impairment in Worsening Sleep Apnea-Related Intermittent HypoxemiaSalla Hietakoste, Pablo Armanac-Julian, Tuomas Karhu, et al.
IEEE Journal of Biomedical and Health Informatics|August 23, 2017
Success Rate and Technical Quality of Home Polysomnography With Self-Applicable Electrode Set in Subjects With Possible Sleep BruxismTomi Miettinen, Katja Myllymaa, Susanna Westeren-Punnonen, et al.
Journal of Sleep Research|May 28, 2016
Assessment of the suitability of using a forehead EEG electrode set and chin EMG electrodes for sleep staging in polysomnographySami Myllymaa, Anu Muraja-Murro, Susanna Westeren-Punnonen, et al.
Journal of Materials Science. Materials in Medicine|June 10, 2009
Improved adherence and spreading of Saos-2 cells on polypropylene surfaces achieved by surface texturing and carbon nitride coatingKatja Myllymaa, Sami Myllymaa, Hannu Korhonen, et al.
Sleep & Breathing = Schlaf & Atmung|April 22, 2015
Effect of oxygen desaturation threshold on determination of OSA severity during weight lossKatja Myllymaa, Sami Myllymaa, Timo Leppänen, et al.
Sleep & Breathing = Schlaf & Atmung|January 22, 2015
Effect of different oxygen desaturation threshold levels on hypopnea scoring and classification of severity of sleep apneaSami Myllymaa, Katja Myllymaa, Salla Kupari, et al.
Colloids and Surfaces. B, Biointerfaces|September 27, 2012
Formation and retention of staphylococcal biofilms on DLC and its hybrids compared to metals used as biomaterialsKatja Myllymaa, Jaakko Levon, Veli-Matti Tiainen, et al.
Sleep|May 22, 2020
Deep learning enables sleep staging from photoplethysmogram for patients with suspected sleep apneaHenri Korkalainen, Juhani Aakko, Brett Duce, et al.
IEEE Journal of Biomedical and Health Informatics|December 9, 2020
Detailed Assessment of Sleep Architecture With Deep Learning and Shorter Epoch-to-Epoch Duration Reveals Sleep Fragmentation of Patients With Obstructive Sleep ApneaHenri Korkalainen, Timo Leppanen, Brett Duce, et al.
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