| Mental workload classification using heart rate metrics A Henelius, K Hirvonen, A Holm, J Korpela, K Muller 2009 annual international conference of the ieee engineering in medicine and …, 2009 | 98 | 2009 |
| Improving the saccade peak velocity measurement for detecting fatigue K Hirvonen, S Puttonen, K Gould, J Korpela, VF Koefoed, K Müller Journal of neuroscience methods 187 (2), 199-206, 2010 | 94 | 2010 |
| Recovery of cognitive performance from sleep debt: do a short rest pause and a single recovery night help? M Sallinen, A Holm, J Hiltunen, K Hirvonen, M Härmä, J Koskelo, ... Chronobiology international 25 (2-3), 279-296, 2008 | 85 | 2008 |
| Algorithm for automatic analysis of electro-oculographic data K Pettersson, S Jagadeesan, K Lukander, A Henelius, E Hæggström, ... Biomedical engineering online 12, 1-18, 2013 | 56 | 2013 |
| A probabilistic real-time algorithm for detecting blinks, saccades, and fixations from EOG data M Toivanen, K Pettersson, K Lukander Journal of Eye Movement Research 8 (2), 2015 | 37 | 2015 |
| Effects of 60 hours of total sleep deprivation on two methods of high-speed ship navigation KS Gould, K Hirvonen, VF Koefoed, BK R⊘ ed, M Sallinen, A Holm, ... Ergonomics 52 (12), 1469-1486, 2009 | 30 | 2009 |
| Ultra-short window length and feature importance analysis for cognitive load detection from wearable sensors J Tervonen, K Pettersson, J Mäntyjärvi Electronics 10 (5), 613, 2021 | 23 | 2021 |
| Selecting feature sets and comparing classification methods for cognitive state estimation K Pettersson, J Tervonen, J Närväinen, P Henttonen, I Määttänen, ... 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering …, 2020 | 20 | 2020 |
| Breakfast high in whey protein or carbohydrates improves coping with workload in healthy subjects N Sihvola, R Korpela, A Henelius, A Holm, M Huotilainen, K Müller, ... British journal of nutrition 110 (9), 1712-1721, 2013 | 17 | 2013 |
| Eye movement behavior in a real-world virtual reality task reveals ADHD in children L Merzon, K Pettersson, ET Aronen, H Huhdanpää, E Seesjärvi, ... Scientific reports 12 (1), 20308, 2022 | 14 | 2022 |
| Saccadic eye movements estimate prolonged time awake K Pettersson, K Müller, A Tietäväinen, K Gould, E Hæggström Journal of Sleep Research 28 (2), e12755, 2019 | 7 | 2019 |
| Sensory appeal and routines beat health messages and visibility enhancements: mixed-methods analysis of a choice-architecture intervention in a workplace cafeteria E Rantala, E Järvelä-Reijonen, K Pettersson, J Laine, P Vartiainen, ... Nutrients 14 (18), 3731, 2022 | 5 | 2022 |
| Promoting soldier cognitive readiness for battle tank operations through bio-signal measurements J Laarni, S Pakarinen, M Bordi, K Kallinen, J Närväinen, H Kortelainen, ... Advances in Neuroergonomics and Cognitive Engineering: Proceedings of the …, 2020 | 5 | 2020 |
| Towards self-supervised learning of ecg signal representation for the classification of acute stress types RK Nath, J Tervonen, J Närväinen, K Pettersson, J Mäntyjärvi Proceedings of the Great Lakes Symposium on VLSI 2023, 85-90, 2023 | 4 | 2023 |
| In search of harmful stress J Tervonen, J Närväinen, J Mäntyjärvi, K Pettersson Adjunct Proceedings of the 2021 ACM International Joint Conference on …, 2021 | 2 | 2021 |
| Acute stress data-based fast biometric system using contrastive learning and ultra-short ecg signal segments RK Nath, J Tervonen, J Närväinen, K Pettersson, J Mäntyjärvi Adjunct Proceedings of the 2023 ACM International Joint Conference on …, 2023 | 1 | 2023 |
| Capturing attentional problems with smart eyewear K Pettersson, K Müller, L Sokka, S Pakarinen Adjunct Proceedings of the 2019 ACM International Joint Conference on …, 2019 | 1 | 2019 |
| Changes in Oculomotor Behavior and PVT Reaction Time During One Night of Sleep Deprivation K Pettersson, NF Feick, TL Tyson, PF Cravalho, LS Stone, ... HRP IWS, 2024 | | 2024 |
| Investigation of different ML approaches in classification of emotions induced by acute stress H Sourkatti, K Pettersson, B Van der Sanden, M Lindholm, J Plomp, ... Heliyon 10 (1), 2024 | | 2024 |
| Towards Multi-Functional ECG Smart System Based on a Client-Edge-Cloud Architecture RK Nath, J Tervonen, J Närväinen, K Pettersson, J Mäntyjärvi 2023 IEEE EMBS International Conference on Biomedical and Health Informatics …, 2023 | | 2023 |
