Sami Äyrämö

Sami Äyrämö

Associate professor

Unit

Faculty of Information Technology

Room number

Ag C413.2

Email

sami.ayramo@jyu.fi

Mobile

+358504622618

Postal address

Mattilanniemi 2

Fields of science

113 Computer and information sciences

Publications

Publication

2026

Injury risk and workload analysis in elite adolescent female volleyball players using machine learning

Journal of Sports Medicine and Physical Fitness.

Bouzigues, Théo

Candau, Robin

Äyrämö, Sami

Maurelli, Olivier

Prioux, Jacques

Publication

2025

A variational autoencoder and neural network approach to generating synthetic data in well-being research

Applied Computing and Intelligence.

Tuomikoski, Joonas

Vesterinen, Ville

Luisto, Rami

Pölönen, Ilkka

Äyrämö, Sami

Publication

2025

Cluster analysis of cutting technique : a valuable approach for assessing anterior cruciate ligament injury risk?

Frontiers in Sports and Active Living.

Mausehund, Lasse

Patron, Anri

Äyrämö, Sami

Krosshaug, Tron

Publication

2025

Global Positioning System‐Derived Metrics and Machine Learning Models for Injury Prediction in Professional Rugby Union Players

European Journal of Sport Science.

Ren, Xiangyu

Boisbluche, Simon

Philippe, Kilian

Demy, Mathieu

Äyrämö, Sami

Rautiainen, Ilkka

Ding, Shuzhe

Prioux, Jacques

Publication

2025

Integrative omics approaches to uncover liquid‐based cancer‐predicting biomarkers in Lynch syndrome

International Journal of Cancer.

Kärkkäinen, Minta

Sievänen, Tero

Korhonen, Tia‐Marje

Tuomikoski, Joonas

Pylvänäinen, Kirsi

Äyrämö, Sami

Seppälä, Toni T.

Mecklin, Jukka‐Pekka

Laakkonen, Eija K.

Jokela, Tiina

Publication

2025

Machine Learning in Rugby Union : Predicting and Identifying Key Performance Indicators for Professional Rugby Union Players in Match Play Based Workload

European Journal of Sport Science.

Ren, Xiangyu

Boisbluche, Simon

Philippe, Kilian

Demy, Mathieu

Äyrämö, Sami

Rautiainen, Ilkka

Ding, Shuzhe

Prioux, Jacques

Publication

2025

No association between knee biomechanics during 90-degree cutting maneuver and future anterior cruciate ligament injury in female floorball players

Clinical Biomechanics.

Pasanen, Kati

Parkkari, Jari

Äyrämö, Sami

Vasankari, Tommi

Krosshaug, Tron

Leppänen, Mari

Publication

2025

Participant profiling on Twitch based on chat activity and message content

GamiFIN. CEUR Workshop Proceedings. RWTH Aachen.

Lindroos, Jari

Toivanen, Ida

Peltonen, Jaakko

Välisalo, Tanja

Koskimaa, Raine

Äyrämö, Sami

Publication

2024

Classification of dementia from spoken speech using feature selection and the bag of acoustic words model

Applied Computing and Intelligence.

Niemelä, Marko

von Bonsdorff, Mikaela

Äyrämö, Sami

Kärkkäinen, Tommi

Publication

2024

Quantification of workload and characterisation of key performance factors in elite adolescent female volleyball players using machine learning

International Journal of Performance Analysis in Sport.

Bouzigues, Théo

Candau, Robin

Äyrämö, Sami

Maurelli, Olivier

Prioux, Jacques

Projects

tradere_picture

TraDeRe (Resistance TRAining, DEtraining, and REtraining)

The TraDeRe2 project investigates intra- and inter-individual variation in resistance training responses. The aim is to identify the determinants of individual variation in resistance training, detraining and retraining.

WellbeingDataLab

The WellbeingDataLab project develops synthetic data from exercise and wellbeing data in order to facilitate successful innovation and product development for a wide range of companies in the wellbeing sector.