| 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 | 166 | 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 | 122 | 2020 |
| Salivary metabolomics in the diagnosis of oral cancer and periodontal diseases JJW Mikkonen, SP Singh, M Herrala, R Lappalainen, S Myllymaa, ... Journal of Periodontal Research 51 (4), 431-437, 2016 | 122 | 2016 |
| Assessment of the suitability of using a forehead EEG electrode set and chin EMG electrodes for sleep staging in polysomnography S Myllymaa, A Muraja‐Murro, S Westeren‐Punnonen, T Hukkanen, ... Journal of sleep research 25 (6), 636-645, 2016 | 77 | 2016 |
| Adhesion, spreading and osteogenic differentiation of mesenchymal stem cells cultured on micropatterned amorphous diamond, titanium, tantalum and chromium coatings on silicon S Myllymaa, E Kaivosoja, K Myllymaa, T Sillat, H Korhonen, ... Journal of Materials Science: Materials in Medicine 21, 329-341, 2010 | 71 | 2010 |
| Metabolic profiling of saliva in patients with primary Sjögren's syndrome JJW Mikkonen, M Herrala, P Soininen, R Lappalainen, L Tjäderhane, ... Metabolomics 3 (3), 1, 2013 | 59 | 2013 |
| 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 | 57 | 2020 |
| Formation and retention of staphylococcal biofilms on DLC and its hybrids compared to metals used as biomaterials K Myllymaa, J Levon, VM Tiainen, S Myllymaa, A Soininen, H Korhonen, ... Colloids and Surfaces B: Biointerfaces 101, 290-297, 2013 | 57 | 2013 |
| Fabrication and testing of polyimide-based microelectrode arrays for cortical mapping of evoked potentials S Myllymaa, K Myllymaa, H Korhonen, J Töyräs, JE Jääskeläinen, ... Biosensors and Bioelectronics 24 (10), 3067-3072, 2009 | 57 | 2009 |
| 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 | 53 | 2020 |
| 1H NMR Based Metabolomics in Human Sepsis and Healthy Serum H Jaurila, V Koivukangas, M Koskela, F Gäddnäs, S Myllymaa, A Kullaa, ... Metabolites 10 (2), 70, 2020 | 49 | 2020 |
| Potential role of nuclear magnetic resonance spectroscopy to identify salivary metabolite alterations in patients with head and neck cancer JJW Mikkonen, SP Singh, R Akhi, T Salo, R Lappalainen, ... Oncology letters 16 (5), 6795-6800, 2018 | 49 | 2018 |
| Home polysomnography reveals a first-night effect in patients with low sleep bruxism activity T Miettinen, K Myllymaa, T Hukkanen, J Töyräs, K Sipilä, S Myllymaa Journal of Clinical Sleep Medicine 14 (8), 1377-1386, 2018 | 47 | 2018 |
| Screen-printed EEG electrode set for emergency use P Lepola, S Myllymaa, J Töyräs, A Muraja-Murro, E Mervaala, ... Sensors and Actuators A: Physical 213, 19-26, 2014 | 47 | 2014 |
| Patterned macroarray plates in comparison of bacterial adhesion inhibition of tantalum, titanium, and chromium compared with diamond‐like carbon J Levon, K Myllymaa, VP Kouri, R Rautemaa, T Kinnari, S Myllymaa, ... Journal of Biomedical Materials Research Part A: An Official Journal of The …, 2010 | 45 | 2010 |
| Assessment of obstructive sleep apnea-related sleep fragmentation utilizing deep learning-based sleep staging from photoplethysmography R Huttunen, T Leppänen, B Duce, A Oksenberg, S Myllymaa, J Töyräs, ... Sleep 44 (10), zsab142, 2021 | 44 | 2021 |
| Liquid silicone rubber (LSR)-based dry bioelectrodes: The effect of surface micropillar structuring and silver coating on contact impedance S Kaitainen, A Kutvonen, M Suvanto, TT Pakkanen, R Lappalainen, ... Sensors and Actuators A: Physical 206, 22-29, 2014 | 43 | 2014 |
| Osteogenesis of human mesenchymal stem cells on micro-patterned surfaces E Kaivosoja, S Myllymaa, Y Takakubo, H Korhonen, K Myllymaa, ... Journal of biomaterials applications 27 (7), 862-871, 2013 | 43 | 2013 |
| Automatic respiratory event scoring in obstructive sleep apnea using a long short-term memory neural network S Nikkonen, H Korkalainen, A Leino, S Myllymaa, B Duce, T Leppänen, ... IEEE Journal of Biomedical and Health Informatics 25 (8), 2917-2927, 2021 | 42 | 2021 |
| Success rate and technical quality of home polysomnography with self-applicable electrode set in subjects with possible sleep bruxism T Miettinen, K Myllymaa, S Westeren-Punnonen, J Ahlberg, T Hukkanen, ... IEEE journal of biomedical and health informatics 22 (4), 1124-1132, 2017 | 42 | 2017 |
Professor, Chief Physicist Juha Töyräs...The University of Queensland, University of Eastern Finland, Kuopio University Hospitalยืนยันอีเมลแล้วที่ uq.edu.au
