Susanne Jauhiainen

Tutkijatohtori

Yksikkö

Informaatioteknologian tiedekunta

Huonenumero

Ag C411.1

Sähköposti

susanne.m.jauhiainen@jyu.fi

Postiosoite

Mattilanniemi 2

Tieteenalat

113 Tietojenkäsittely- ja informaatiotieteet

Julkaisut

Julkaisu

2026

Deep learning for predicting cardiac procedure outcomes: A scoping review of recent advances

Artificial Intelligence in Medicine.

Jauhiainen, Susanne

Rautiainen, Ilkka

Vasankari, Tommi

Äyrämö, Sami

Julkaisu

2023

Potential of predictive modeling methods for individual response : applications and guidelines for sports sciences

JYU dissertations.

Jauhiainen, Susanne

Julkaisu

2022

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

American Journal of Sports Medicine.

Jauhiainen, Susanne

Kauppi, Jukka-Pekka

Krosshaug, Tron

Bahr, Roald

Bartsch, Julia

Äyrämö, Sami

Julkaisu

2021

Comparison of feature importance measures as explanations for classification models

SN Applied Sciences.

Saarela, Mirka

Jauhiainen, Susanne

Julkaisu

2021

Information Extraction from Binary Skill Assessment Data with Machine Learning

International Journal of Learning Analytics and Artificial Intelligence for Education.

Jauhiainen, Susanne

Krosshaug, Tron

Petushek, Erich

Kauppi, Jukka-Pekka

Äyrämö, Sami

Julkaisu

2021

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

International Journal of Sports Medicine.

Jauhiainen, Susanne

Kauppi, Jukka-Pekka

Leppänen, Mari

Pasanen, Kati

Parkkari, Jari

Vasankari, Tommi

Kannus, Pekka

Äyrämö, Sami

Julkaisu

2020

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

Scandinavian Journal of Medicine and Science in Sports.

Jauhiainen, Susanne

Pohl, Andrew J.

Äyrämö, Sami

Kauppi, Jukka-Pekka

Ferber, Reed

Julkaisu

2019

Talent identification in soccer using a one-class support vector machine

International Journal of Computer Science in Sport.

Jauhiainen, S.

Äyrämö, S.

Forsman, H.

Kauppi, J-P.

Julkaisu

2018

Collecting and Using Students’ Digital Well-Being Data in Multidisciplinary Teaching

Education Research International.

Moilanen, Hannu

Äyrämö, Sami

Jauhiainen, Susanne

Kankaanranta, Marja

Julkaisu

2017

A Simple Cluster Validation Index with Maximal Coverage

European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. ESANN.

Jauhiainen, Susanne

Kärkkäinen, Tommi

Susanne Jauhiainen

Health Data Science Research Group