Sami Äyrämö

Affiliations

Faculty of Information Technology, University of Jyväskylä, Jyväskylä, 40014, Finland.
Digital Health Intelligence Laboratory, University of Jyväskylä, Jyväskylä, 40014, Finland.

Publications (18)

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

Scientific reports

Avec: Fabi Prezja , Ilkka Pölönen , Timo Ojala , Suvi Lahtinen , Pekka Ruusuvuori , Teijo Kuopio

Predicting hospital associated disability from imbalanced data using supervised learning.

Artificial intelligence in medicine

Avec: Mirka Saarela , Olli-Pekka Ryynänen ,

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

Scientific reports

Avec: Fabi Prezja , Juha Paloneva , Ilkka Pölönen , Esko Niinimäki ,

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

Diagnostics (Basel, Switzerland)

Avec: Anri Patron , Leevi Annala , Olli Lainiala , Juha Paloneva ,

Altered hip control during a standing knee-lift test is associated with increased risk of knee injuries.

Scandinavian journal of medicine & science in sports

Avec: Mari Leppänen , Marko T Rossi , Jari Parkkari , Ari Heinonen , Tron Krosshaug , Tommi Vasankari , Pekka Kannus , Kati Pasanen

New Machine Learning Approach for Detection of Injury Risk Factors in Young Team Sport Athletes.

International journal of sports medicine

Avec: Susanne Jauhiainen , Jukka-Pekka Kauppi , Mari Leppänen , Kati Pasanen , Jari Parkkari , Tommi Vasankari , Pekka Kannus ,

Data Analytics in Healthcare: A Tertiary Study.

SN computer science

Avec: Toni Taipalus , Ville Isomöttönen , Hanna Erkkilä ,

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

Journal of medical imaging (Bellingham, Wash.)

Avec: Samuli Rahkonen , Emilia Koskinen , Ilkka Pölönen , Tuula Heinonen , Timo Ylikomi , Matti A Eskelinen

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

BMJ open sport & exercise medicine

Avec: Laura Joensuu , Ilkka Rautiainen , Heidi J Syväoja , Jukka-Pekka Kauppi , Urho M Kujala , Tuija H Tammelin

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

The American journal of sports medicine

Avec: Mari Leppänen , Jari Parkkari , Tommi Vasankari , Juha-Pekka Kulmala , Tron Krosshaug , Pekka Kannus , Kati Pasanen

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

BMC sports science, medicine & rehabilitation

Avec: Maria Sukanen , Jesse Pajari , Juha Paloneva , Benjamin Waller , Arja Häkkinen , Juhani Multanen

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

PloS one

Avec: Liisa Petäinen , Juha P Väyrynen , Pekka Ruusuvuori , Ilkka Pölönen , Teijo Kuopio

The standing knee lift test is not a useful screening tool for time loss from low back pain in youth basketball and floorball players.

Physical therapy in sport : official journal of the Association of Chartered Physiotherapists in Sports Medicine

Avec: Marleena Katariina Rossi , Kati Pasanen , Ari Heinonen , Mari Leppänen , Grethe Myklebust , Tommi Vasankari , Pekka Kannus , Jari Parkkari

A hierarchical cluster analysis to determine whether injured runners exhibit similar kinematic gait patterns.

Scandinavian journal of medicine & science in sports

Avec: Susanne Jauhiainen , Andrew J Pohl , Jukka-Pekka Kauppi , Reed Ferber

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

Journal of medical imaging (Bellingham, Wash.)

Avec: Samuli Rahkonen , Emilia Koskinen , Ilkka Pölönen , Tuula Heinonen , Timo Ylikomi , Matti A Eskelinen

Deep learning approach for prediction of impact peak appearance at ground reaction force signal of running activity.

Computer methods in biomechanics and biomedical engineering

Avec: Anastasiia Girka , Juha-Pekka Kulmala ,

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

BMC musculoskeletal disorders

Avec: M K Rossi , K Pasanen , A Heinonen , S Äyrämö , A M Räisänen , M Leppänen , G Myklebust , T Vasankari , P Kannus , J Parkkari

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

The American journal of sports medicine

Avec: Susanne Jauhiainen , Jukka-Pekka Kauppi , Tron Krosshaug , Roald Bahr , Julia Bartsch ,

Réseau de co-auteurs

Ilkka Pölönen 5 collaborations

Mari Leppänen 4 collaborations

Jari Parkkari 4 collaborations

Tommi Vasankari 4 collaborations

Pekka Kannus 4 collaborations

Kati Pasanen 4 collaborations

Jukka-Pekka Kauppi 4 collaborations

Juha Paloneva 3 collaborations

Tron Krosshaug 3 collaborations

Susanne Jauhiainen 3 collaborations

Fabi Prezja 2 collaborations

Pekka Ruusuvuori 2 collaborations

Teijo Kuopio 2 collaborations

Ari Heinonen 2 collaborations

Samuli Rahkonen 2 collaborations

Emilia Koskinen 2 collaborations

Tuula Heinonen 2 collaborations

Timo Ylikomi 2 collaborations

Matti A Eskelinen 2 collaborations

Juha-Pekka Kulmala 2 collaborations

Timo Ojala 1 collaboration

Suvi Lahtinen 1 collaboration

Mirka Saarela 1 collaboration

Olli-Pekka Ryynänen 1 collaboration

Esko Niinimäki 1 collaboration

Anri Patron 1 collaboration

Leevi Annala 1 collaboration

Olli Lainiala 1 collaboration

Marko T Rossi 1 collaboration

Toni Taipalus 1 collaboration

Ville Isomöttönen 1 collaboration

Hanna Erkkilä 1 collaboration

Laura Joensuu 1 collaboration

Ilkka Rautiainen 1 collaboration

Heidi J Syväoja 1 collaboration

Urho M Kujala 1 collaboration

Tuija H Tammelin 1 collaboration

Maria Sukanen 1 collaboration

Jesse Pajari 1 collaboration

Benjamin Waller 1 collaboration

Arja Häkkinen 1 collaboration

Juhani Multanen 1 collaboration

Liisa Petäinen 1 collaboration

Juha P Väyrynen 1 collaboration

Marleena Katariina Rossi 1 collaboration

Grethe Myklebust 1 collaboration

Andrew J Pohl 1 collaboration

Reed Ferber 1 collaboration

Anastasiia Girka 1 collaboration

M K Rossi 1 collaboration

K Pasanen 1 collaboration

A Heinonen 1 collaboration

S Äyrämö 1 collaboration

A M Räisänen 1 collaboration

M Leppänen 1 collaboration

G Myklebust 1 collaboration

T Vasankari 1 collaboration

P Kannus 1 collaboration

J Parkkari 1 collaboration

Roald Bahr 1 collaboration

Julia Bartsch 1 collaboration