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S

Sami Äyrämö

universite de rennes

15H-index
93Paper Count
1.2KCitation Count
Published Papers 18
Publication Date
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dMMR prediction from colorectal cancer histopathology: leveraging non-tumor and low-magnification regions
errComputer Methods and Programs in Biomedicine
IF4.8
err2026-03-17
err0
errOAAI
errLiisa Petäinen; Juha P. Väyrynen; Jan Böhm; Pekka Ruusuvuori; Maarit Ahtiainen; Hanna Elomaa; Henna Karjalainen; Meeri Kastinen; Vilja V. Tapiainen; Ville K. Äijälä; Päivi Sirniö; Anne Tuomisto; Markus J. Mäkinen; Jukka-Pekka Mecklin; Ilkka Pölönen; Sami Äyrämö
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Injury risk and workload analysis in elite adolescent female volleyball players using machine learning
errJournal of Sports Medicine and Physical Fitness
IF1.3
err2026-01-01
err0
PREAI
errBouzigues, Theo; Candau, Robin; Ayramo, Sami; Maurelli, Olivier; Prioux, Jacques
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errSave
Global Positioning System-Derived Metrics and Machine Learning Models for Injury Prediction in Professional Rugby Union Players
errEUROPEAN JOURNAL OF SPORT SCIENCE
IF3
err2025-10-01
err0
errOAAI
errRen, Xiangyu; Boisbluche, Simon; Philippe, Kilian; Demy, Mathieu; Ayramo, Sami; Rautiainen, Ilkka; Ding, Shuzhe; Prioux, Jacques
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Integrative omics approaches to uncover liquid-based cancer-predicting biomarkers in Lynch syndrome
errInternational Journal of Cancer
IF4.7
err2025-08-26
err0
errOAAI
errMinta Kärkkäinen; Tero Sievänen; Tia-Marje Korhonen; Joonas Tuomikoski; Kirsi Pylvänäinen; Sami Äyrämö; Toni T. Seppälä; Jukka-Pekka Mecklin; Eija K. Laakkonen; Tiina Jokela
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Improved accuracy in colorectal cancer tissue decomposition through refinement of established deep learning solutions
errSCIENTIFIC REPORTS
IF3.9
err2023-09-23
err6
errOAAI
errPrezja, Fabi; Ayramo, Sami; Polonen, Ilkka; Ojala, Timo; Lahtinen, Suvi; Ruusuvuori, Pekka; Kuopio, Teijo
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DeepFake knee osteoarthritis X-rays from generative adversarial neural networks deceive medical experts and offer augmentation potential to automatic classification
errSCIENTIFIC REPORTS
IF3.9
err2022-11-03
err24
errOAAI
errPrezja, Fabi; Paloneva, Juha; Polonen, Ilkka; Niinimaki, Esko; Ayramo, Sami
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errSave
An Automatic Method for Assessing Spiking of Tibial Tubercles Associated with Knee Osteoarthritis
errDIAGNOSTICS
IF3.3
err2022-10-27
err3
errOAAI
errPatron, Anri; Annala, Leevi; Lainiala, Olli; Paloneva, Juha; Ayramo, Sami
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Predicting ACL Injury Using Machine Learning on Data From an Extensive Screening Test Battery of 880 Female Elite Athletes
errAMERICAN JOURNAL OF SPORTS MEDICINE
IF4.5
err2022-08-19
err14
errOAAI
errJauhiainen, Susanne; Kauppi, Jukka-Pekka; Krosshaug, Tron; Bahr, Roald; Bartsch, Julia; Ayramo, Sami
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errSave
Toolbox for Distance Estimation and Cluster Validation on Data With Missing Values
errIEEE ACCESS
IF3.6
err2022-01-01
err4
errOAAI
errNiemela, Marko; Ayramo, Sami; Karkkainen, Tommi
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Change of Direction Biomechanics in a 180-Degree Pivot Turn and the Risk for Noncontact Knee Injuries in Youth Basketball and Floorball Players
errAMERICAN JOURNAL OF SPORTS MEDICINE
IF4.5
err2021-07-20
err18
errOAAI
errLeppanen, Mari; Parkkari, Jari; Vasankari, Tommi; Ayramo, Sami; Kulmala, Juha-Pekka; Krosshaug, Tron; Kannus, Pekka; Pasanen, Kati
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errSave
Precision exercise medicine: predicting unfavourable status and development in the 20-m shuttle run test performance in adolescence with machine learning
errBMJ OPEN SPORT & EXERCISE MEDICINE
IF3.2
err2021-05-21
err3
errOAAI
errJoensuu, Laura; Rautiainen, Ilkka; Ayramo, Sami; Syvaoja, Heidi J.; Kauppi, Jukka-Pekka; Kujala, Urho M.; Tammelin, Tuija H.
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errSave
Game learning analytics for understanding reading skills in transparent writing system
errBRITISH JOURNAL OF EDUCATIONAL TECHNOLOGY
IF8.1
err2020-02-16
err16
errOAAI
errNiemela, Marko; Karkkainen, Tommi; Ayramo, Sami; Ronimus, Miia; Richardson, Ulla; Lyytinen, Heikki
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errSave
Altered hip control during a standing knee-lift test is associated with increased risk of knee injuries
errSCANDINAVIAN JOURNAL OF MEDICINE & SCIENCE IN SPORTS
IF3.8
err2020-02-05
err17
errOAAI
errLeppanen, Mari; Rossi, Marko T.; Parkkari, Jari; Heinonen, Ari; Ayram, Sami; Krosshaug, Tron; Vasankari, Tommi; Kannus, Pekka; Pasanen, Kati
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A hierarchical cluster analysis to determine whether injured runners exhibit similar kinematic gait patterns
errSCANDINAVIAN JOURNAL OF MEDICINE & SCIENCE IN SPORTS
IF3.8
err2020-01-22
err41
PREAI
errJauhiainen, Susanne; Pohl, Andrew J.; Ayramo, Sami; Kauppi, Jukka-Pekka; Ferber, Reed
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errSave
Predicting hospital associated disability from imbalanced data using supervised learning
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2019-04-01
err20
errOAAI
errSaarela, Mirka; Ryynanen, Olli-Pekka; Ayramo, Sami
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errSave
Stiff Landings Are Associated With Increased ACL Injury Risk in Young Female Basketball and Floorball Players: Response
errAMERICAN JOURNAL OF SPORTS MEDICINE
IF4.5
err2017-03-01
err6
PREAI
errLeppanen, Mari; Pasanen, Kati; Kujala, Urho M.; Vasankari, Tommi; Kannus, Pekka; Ayramo, Sami; Krosshaug, Tron; Bahr, Roald; Avela, Janne; Perttunen, Jarmo; Parkkari, Jari
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errSave
Stiff Landings Are Associated With Increased ACL Injury Risk in Young Female Basketball and Floorball Players
errAMERICAN JOURNAL OF SPORTS MEDICINE
IF4.5
err2016-10-01
err262
errOAAI
errLeppanen, Mari; Pasanen, Kati; Kujala, Urho M.; Vasankari, Tommi; Kannus, Pekka; Ayramo, Sami; Krosshaug, Tron; Bahr, Roald; Avela, Janne; Perttunen, Jarmo; Parkkari, Jari
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Monitoring Training Adaptation With a Submaximal Running Test Under Field Conditions
errINTERNATIONAL JOURNAL OF SPORTS PHYSIOLOGY AND PERFORMANCE
IF4.3
err2016-04-01
err19
errOAAI
errVesterinen, Ville; Nummela, Ari; Ayramo, Sami; Laine, Tanja; Hynynen, Esa; Mikkola, Jussi; Hakkinen, Keijo
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Research Directions

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Co-authors
Cooperation Journals
R
Roald Bahr
H-index: 120 · Papers: 640
T
Tommi Vasankari
H-index: 106 · Papers: 511
J
Jukka‐Pekka Mecklin
H-index: 98 · Papers: 522
U
Urho M. Kujala
H-index: 89 · Papers: 618
P
Pekka Kannus
H-index: 82 · Papers: 329
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