| Effect of diet-induced weight loss on plasma apelin and cytokine levels in individuals with the metabolic syndrome MV Heinonen, DE Laaksonen, T Karhu, L Karhunen, T Laitinen, ... Nutrition, Metabolism and Cardiovascular Diseases 19 (9), 626-633, 2009 | 134 | 2009 |
| Accurate deep learning-based sleep staging in a clinical population with suspected obstructive sleep apnea H Korkalainen, J Aakko, S Nikkonen, S Kainulainen, A Leino, B Duce, ... IEEE journal of biomedical and health informatics 24 (7), 2073-2081, 2019 | 132 | 2019 |
| Deep learning enables sleep staging from photoplethysmogram for patients with suspected sleep apnea H Korkalainen, J Aakko, B Duce, S Kainulainen, A Leino, S Nikkonen, ... Sleep 43 (11), zsaa098, 2020 | 103 | 2020 |
| Severity of desaturations reflects OSA-related daytime sleepiness better than AHI S Kainulainen, J Töyräs, A Oksenberg, H Korkalainen, S Sefa, A Kulkas, ... Journal of Clinical Sleep Medicine 15 (8), 1135-1142, 2019 | 97 | 2019 |
| Severe desaturations increase psychomotor vigilance task-based median reaction time and number of lapses in obstructive sleep apnoea patients S Kainulainen, B Duce, H Korkalainen, A Oksenberg, A Leino, ... European Respiratory Journal 55 (4), 2020 | 48 | 2020 |
| Effect of sweating on electrode-skin contact impedances and artifacts in EEG recordings with various screen-printed Ag/Agcl electrodes L Kalevo, T Miettinen, A Leino, S Kainulainen, H Korkalainen, K Myllymaa, ... Ieee Access 8, 50934-50943, 2020 | 44 | 2020 |
| Neural network analysis of nocturnal SpO2 signal enables easy screening of sleep apnea in patients with acute cerebrovascular disease A Leino, S Nikkonen, S Kainulainen, H Korkalainen, J Töyräs, S Myllymaa, ... Sleep Medicine 79, 71-78, 2021 | 33 | 2021 |
| Longer apneas and hypopneas are associated with greater ultra-short-term HRV in obstructive sleep apnea S Hietakoste, H Korkalainen, S Kainulainen, S Sillanmäki, S Nikkonen, ... Scientific reports 10 (1), 21556, 2020 | 29 | 2020 |
| Detailed assessment of sleep architecture with deep learning and shorter epoch-to-epoch duration reveals sleep fragmentation of patients with obstructive sleep apnea H Korkalainen, T Leppänen, B Duce, S Kainulainen, J Aakko, A Leino, ... IEEE journal of biomedical and health informatics 25 (7), 2567-2574, 2020 | 28 | 2020 |
| Comparison of EEG signal characteristics between polysomnography and self applied somnography setup in a pediatric cohort S Kainulainen, H Korkalainen, S Sigurᴆardóttir, S Myllymaa, M Serwatko, ... IEEE Access 9, 110916-110926, 2021 | 17 | 2021 |
| Power spectral densities of nocturnal pulse oximetry signals differ in OSA patients with and without daytime sleepiness S Kainulainen, J Töyräs, A Oksenberg, H Korkalainen, IO Afara, A Leino, ... Sleep medicine 73, 231-237, 2020 | 15 | 2020 |
| Deep learning enables accurate automatic sleep staging based on ambulatory forehead EEG A Leino, H Korkalainen, L Kalevo, S Nikkonen, S Kainulainen, A Ryan, ... IEEE Access 10, 26554-26566, 2022 | 14 | 2022 |
| Self-applied home sleep recordings: the future of sleep medicine H Korkalainen, S Nikkonen, S Kainulainen, AK Dwivedi, S Myllymaa, ... Sleep Medicine Clinics 16 (4), 545-556, 2021 | 14 | 2021 |
| Improved sweat artifact tolerance of screen-printed EEG electrodes by material selection-comparison of electrochemical properties in artificial sweat L Kalevo, T Miettinen, A Leino, S Kainulainen, K Myllymaa, J Töyräs, ... Ieee Access 7, 133237-133247, 2019 | 13 | 2019 |
| Multicentre sleep‐stage scoring agreement in the Sleep Revolution project S Nikkonen, P Somaskandhan, H Korkalainen, S Kainulainen, PI Terrill, ... Journal of Sleep Research 33 (1), e13956, 2024 | 11 | 2024 |
| Estimating daytime sleepiness with previous night electroencephalography, electrooculography, and electromyography spectrograms in patients with suspected sleep apnea using a … S Nikkonen, H Korkalainen, S Kainulainen, S Myllymaa, A Leino, ... Sleep 43 (12), zsaa106, 2020 | 11 | 2020 |
| Pulse oximetry: The working principle, signal formation, and applications T Leppänen, S Kainulainen, H Korkalainen, S Sillanmäki, A Kulkas, ... Advances in the Diagnosis and Treatment of Sleep Apnea: Filling the Gap …, 2022 | 10 | 2022 |
| Novel oxygen desaturation parameters are associated with cardiac troponin I: Data from the Akershus Sleep Apnea Project FD Sigurdardottir, CT Øverby, S Nikkonen, T Karhu, T Dammen, ... Journal of Sleep Research 31 (5), e13581, 2022 | 9 | 2022 |
| Gamma power of electroencephalogram arousal is modulated by respiratory event type and severity in obstructive sleep apnea H Pitkänen, B Duce, T Leppänen, S Kainulainen, A Kulkas, S Myllymaa, ... IEEE Transactions on Biomedical Engineering 69 (4), 1417-1423, 2021 | 8 | 2021 |
| Obstructive sleep apnoea-related respiratory events and desaturation severity are associated with the cardiac response S Hietakoste, T Karhu, S Sillanmäki, R Bailón, T Penzel, J Töyräs, ... ERJ open research 8 (4), 2022 | 6 | 2022 |
