| 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 | 128 | 2019 |
| The 2012 AASM respiratory event criteria increase the incidence of hypopneas in an adult sleep center population B Duce, J Milosavljevic, C Hukins Journal of clinical sleep medicine 11 (12), 1425-1431, 2015 | 116 | 2015 |
| Reversal of cardiac fibrosis in deoxycorticosterone acetate-salt hypertensive rats by inhibition of the renin-angiotensin system. L Brown, B Duce, G Miric, C Sernia Journal of the American Society of Nephrology: JASN 10, S143-8, 1999 | 111 | 1999 |
| 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 | 98 | 2020 |
| Severity of desaturation events differs between hypopnea and obstructive apnea events and is modulated by their duration in obstructive sleep apnea A Kulkas, B Duce, T Leppänen, C Hukins, J Töyräs Sleep and Breathing 21, 829-835, 2017 | 60 | 2017 |
| Obstructive sleep apnea screening by integrating snore feature classes UR Abeyratne, S De Silva, C Hukins, B Duce Physiological measurement 34 (2), 99, 2013 | 57 | 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 | 47 | 2020 |
| Severity of individual obstruction events is gender dependent in sleep apnea T Leppänen, A Kulkas, B Duce, E Mervaala, J Töyräs Sleep and Breathing 21, 397-404, 2017 | 45 | 2017 |
| The AASM recommended and acceptable EEG montages are comparable for the staging of sleep and scoring of EEG arousals B Duce, C Rego, J Milosavljevic, C Hukins Journal of Clinical Sleep Medicine 10 (7), 803-809, 2014 | 38 | 2014 |
| 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 | 33 | 2021 |
| Interhemispheric asynchrony correlates with severity of respiratory disturbance index in patients with sleep apnea UR Abeyratne, V Swarnkar, C Hukins, B Duce IEEE transactions on biomedical engineering 57 (12), 2947-2955, 2010 | 33 | 2010 |
| A state transition-based method for quantifying EEG sleep fragmentation V Swarnkar, UR Abeyratne, C Hukins, B Duce Medical & biological engineering & computing 47, 1053-1061, 2009 | 29 | 2009 |
| 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 | 28 | 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 | 28 | 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 | 26 | 2020 |
| Gender differences in severity of desaturation events following hypopnea and obstructive apnea events in adults during sleep A Kulkas, B Duce, T Leppänen, C Hukins, J Töyräs Physiological Measurement 38 (8), 1490, 2017 | 24 | 2017 |
| Differences in arousal probability and duration after apnea and hypopnea events in adult obstructive sleep apnea patients T Leppänen, A Kulkas, A Oksenberg, B Duce, E Mervaala, J Töyräs Physiological measurement 39 (11), 114004, 2018 | 23 | 2018 |
| The prevalence of REM-related obstructive sleep apnoea is reduced by the AASM 2012 hypopnoea criteria B Duce, A Kulkas, C Langton, J Töyräs, C Hukins Sleep and Breathing 22, 57-64, 2018 | 21 | 2018 |
| The AASM 2012 recommended hypopnea criteria increase the incidence of obstructive sleep apnea but not the proportion of positional obstructive sleep apnea B Duce, A Kulkas, C Langton, J Töyräs, C Hukins Sleep Medicine 26, 23-29, 2016 | 19 | 2016 |
| A randomised crossover trial comparing nasal masks with oronasal masks: No differences in therapeutic pressures or residual apnea‐hypopnea indices T Shirlaw, B Duce, J Milosavljevic, K Hanssen, C Hukins Journal of Sleep Research 28 (5), e12760, 2019 | 18 | 2019 |
Timo LeppänenUniversity of Eastern Finland, Kuopio University HospitalVerified email at uef.fi
