Stiff landings are associated with increased ACL injury risk in young female basketball and floorball players M Leppänen, K Pasanen, UM Kujala, T Vasankari, P Kannus, S Äyrämö, ... The American journal of sports medicine 45 (2), 386-393, 2017 | 409 | 2017 |
Introduction to partitioning-based clustering methods with a robust example S Äyrämö, T Kärkkäinen Reports of the Department of Mathematical Information Technology. Series C …, 2006 | 147 | 2006 |
New machine learning approach for detection of injury risk factors in young team sport athletes S Jauhiainen, JP Kauppi, M Leppänen, K Pasanen, J Parkkari, ... International journal of sports medicine 42 (02), 175-182, 2021 | 80 | 2021 |
Knowledge mining using robust clustering S Äyrämö Jyväskylä studies in computing, 2006 | 75 | 2006 |
A hierarchical cluster analysis to determine whether injured runners exhibit similar kinematic gait patterns S Jauhiainen, AJ Pohl, S Äyrämö, JP Kauppi, R Ferber Scandinavian Journal of Medicine & Science in Sports 30 (4), 732-740, 2020 | 56 | 2020 |
DeepFake knee osteoarthritis X-rays from generative adversarial neural networks deceive medical experts and offer augmentation potential to automatic classification F Prezja, J Paloneva, I Pölönen, E Niinimäki, S Äyrämö Scientific Reports 12 (1), 18573, 2022 | 45 | 2022 |
Change of direction biomechanics in a 180-degree pivot turn and the risk for noncontact knee injuries in youth basketball and floorball players M Leppänen, J Parkkari, T Vasankari, S Äyrämö, JP Kulmala, ... The American Journal of Sports Medicine 49 (10), 2651-2658, 2021 | 40 | 2021 |
Predicting ACL injury using machine learning on data from an extensive screening test battery of 880 female elite athletes S Jauhiainen, JP Kauppi, T Krosshaug, R Bahr, J Bartsch, S Äyrämö The American Journal of Sports Medicine 50 (11), 2917-2924, 2022 | 39 | 2022 |
Game learning analytics for understanding reading skills in transparent writing system M Niemelä, T Kärkkäinen, S Äyrämö, M Ronimus, U Richardson, ... British Journal of Educational Technology 51 (6), 2376-2390, 2020 | 36 | 2020 |
On computation of spatial median for robust data mining T Kärkkäinen, S Äyrämö Evolutionary and Deterministic Methods for Design, Optimization and Control …, 2005 | 36 | 2005 |
Altered hip control during a standing knee‐lift test is associated with increased risk of knee injuries M Leppänen, MT Rossi, J Parkkari, A Heinonen, S Äyrämö, T Krosshaug, ... Scandinavian journal of medicine & science in sports 30 (5), 922-931, 2020 | 35 | 2020 |
Knee extensor and flexor dominant gait patterns increase the knee frontal plane moment during walking JP Kulmala, S Äyrämö, J Avela Journal of Orthopaedic Research 31 (7), 1013-1019, 2013 | 30 | 2013 |
Predicting hospital associated disability from imbalanced data using supervised learning M Saarela, OP Ryynänen, S Äyrämö Artificial intelligence in medicine 95, 88-95, 2019 | 29 | 2019 |
Monitoring training adaptation with a submaximal running test under field conditions V Vesterinen, A Nummela, S Äyrämö, T Laine, E Hynynen, J Mikkola, ... International journal of sports physiology and performance 11 (3), 393-399, 2016 | 29 | 2016 |
Balance Perturbations as a Measurement Tool for Trunk Impairment in Cross-Country Sit Skiing. V Rosso, L Gastaldi, W Rapp, S Lindinger, Y Vanlandewijck, S Äyrämö, ... Adapted physical activity quarterly 36 (1), 2019 | 28 | 2019 |
Tekoälyn perusteita ja sovelluksia H Tuominen, P Neittaanmäki, E Niinimäki, I Pölönen, I Rautiainen, ... | 23 | 2019 |
Mining road traffic accidents S Äyrämö, P Pirtala, J Kauttonen, K Naveed, T Kärkkäinen Reports of the Department of Mathematical Information Technology/University …, 2009 | 22 | 2009 |
Talent identification in soccer using a one-class support vector machine S Jauhiainen, S Äyrämö, H Forsman, JP Kauppi International Journal of Computer Science in Sport 18 (3), 125-136, 2019 | 21 | 2019 |
Robust clustering methods for incomplete and erroneous data T Kärkkäinen, S Äyrämö WIT Transactions on Information and Communication Technologies 33, 2004 | 17 | 2004 |
Performance in dynamic movement tasks and occurrence of low back pain in youth floorball and basketball players MK Rossi, K Pasanen, A Heinonen, S Äyrämö, AM Räisänen, ... BMC Musculoskeletal Disorders 21, 1-10, 2020 | 16 | 2020 |