Data Analytics in Healthcare: A Tertiary Study

por Taipalus, Toni, Isomöttönen, Ville, Erkkilä, Hanna, Äyrämö, Sami
Publicado 2022

DeepFake knee osteoarthritis X-rays from generative adversarial neural networks deceive medical experts and offer augmentation potential to automatic classification

por Prezja, Fabi, Paloneva, Juha, Pölönen, Ilkka, Niinimäki, Esko, Äyrämö, Sami
Publicado 2022

An Automatic Method for Assessing Spiking of Tibial Tubercles Associated with Knee Osteoarthritis

por Patron, Anri, Annala, Leevi, Lainiala, Olli, Paloneva, Juha, Äyrämö, Sami
Publicado 2022

Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer

por Petäinen, Liisa, Väyrynen, Juha P., Ruusuvuori, Pekka, Pölönen, Ilkka, Äyrämö, Sami, Kuopio, Teijo
Publicado 2023

Predicting ACL Injury Using Machine Learning on Data From an Extensive Screening Test Battery of 880 Female Elite Athletes

por Jauhiainen, Susanne, Kauppi, Jukka-Pekka, Krosshaug, Tron, Bahr, Roald, Bartsch, Julia, Äyrämö, Sami
Publicado 2022

Improved accuracy in colorectal cancer tissue decomposition through refinement of established deep learning solutions

por Prezja, Fabi, Äyrämö, Sami, Pölönen, Ilkka, Ojala, Timo, Lahtinen, Suvi, Ruusuvuori, Pekka, Kuopio, Teijo
Publicado 2023

Cross-cultural adaptation and validation of the Kerlan-Jobe Orthopaedic Clinic shoulder and elbow score in Finnish-speaking overhead athletes

por Sukanen, Maria, Pajari, Jesse, Äyrämö, Sami, Paloneva, Juha, Waller, Benjamin, Häkkinen, Arja, Multanen, Juhani
Publicado 2022

Multilabel segmentation of cancer cell culture on vascular structures with deep neural networks

por Rahkonen, Samuli, Koskinen, Emilia, Pölönen, Ilkka, Heinonen, Tuula, Ylikomi, Timo, Äyrämö, Sami, Eskelinen, Matti A.
Publicado 2020

Multilabel segmentation of cancer cell culture on vascular structures with deep neural networks (Erratum)

por Rahkonen, Samuli, Koskinen, Emilia, Pölönen, Ilkka, Heinonen, Tuula, Ylikomi, Timo, Äyrämö, Sami, Eskelinen, Matti A.
Publicado 2020

Change of Direction Biomechanics in a 180-Degree Pivot Turn and the Risk for Noncontact Knee Injuries in Youth Basketball and Floorball Players

por Leppänen, Mari, Parkkari, Jari, Vasankari, Tommi, Äyrämö, Sami, Kulmala, Juha-Pekka, Krosshaug, Tron, Kannus, Pekka, Pasanen, Kati
Publicado 2021

Precision exercise medicine: predicting unfavourable status and development in the 20-m shuttle run test performance in adolescence with machine learning

por Joensuu, Laura, Rautiainen, Ilkka, Äyrämö, Sami, Syväoja, Heidi J, Kauppi, Jukka-Pekka, Kujala, Urho M, Tammelin, Tuija H
Publicado 2021

Performance in dynamic movement tasks and occurrence of low back pain in youth floorball and basketball players

por Rossi, M. K., Pasanen, K., Heinonen, A., Äyrämö, S., Räisänen, A. M., Leppänen, M., Myklebust, G., Vasankari, T., Kannus, P., Parkkari, J.
Publicado 2020