Vahid Farrahi
Vahid Farrahi
Postdoctoral researcher, Research Unit of Medical Imaging, Physics and Technology, University of
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Calibration and validation of accelerometer-based activity monitors: A systematic review of machine-learning approaches
V Farrahi, M Niemelä, M Kangas, R Korpelainen, T Jämsä
Gait & posture 68, 285-299, 2019
Intensity and temporal patterns of physical activity and cardiovascular disease risk in midlife
M Niemelä, M Kangas, V Farrahi, A Kiviniemi, AM Leinonen, R Ahola, ...
Preventive Medicine 124, 33-41, 2019
Evaluating and enhancing the generalization performance of machine learning models for physical activity intensity prediction from raw acceleration data
V Farrahi, M Niemelä, P Tjurin, M Kangas, R Korpelainen, T Jämsä
IEEE Journal of Biomedical and Health Informatics 24 (1), 27-38, 2019
Machine-learning models for activity class prediction: A comparative study of feature selection and classification algorithms
J Chong, P Tjurin, M Niemelä, T Jämsä, V Farrahi
Gait & Posture 89, 45-53, 2021
Compositional associations of sleep and activities within the 24-h cycle with cardiometabolic health markers in adults
V Farrahi, M Kangas, R Walmsley, M Niemelä, A Kiviniemi, K Puukka, ...
Medicine and Science in Sports and Exercise 53 (2), 324, 2021
Prolonged bouts of sedentary time and cardiac autonomic function in midlife
M Niemelä, A Kiviniemi, M Kangas, V Farrahi, AM Leinonen, R Ahola, ...
Translational Sports Medicine 2 (6), 341-350, 2019
Accumulation patterns of sedentary time and breaks and their association with cardiometabolic health markers in adults
V Farrahi, M Kangas, A Kiviniemi, K Puukka, R Korpelainen, T Jämsä
Scandinavian Journal of Medicine & Science in Sports 31 (7), 1489-1507, 2021
Correlates of physical activity behavior in adults: a data mining approach
V Farrahi, M Niemelä, M Kärmeniemi, S Puhakka, M Kangas, ...
International Journal of Behavioral Nutrition and Physical Activity 17 (1), 1-14, 2020
A Novel Time-aware Food recommender-system based on Deep Learning and Graph Clustering
M Rostami, M Oussalah, V Farrahi
IEEE Access, 2022
The Individual-level Productivity Costs of Physical Inactivity.
JT Kari, I Nerg, S Huikari, AM Leinonen, M Nurkkala, V Farrahi, ...
Medicine and Science in Sports and Exercise, 2022
Cross-Sectional Associations of Sedentary Behavior and Sitting with Serum Lipid Biomarkers in Midlife.
P Tjurin, M Niemelä, M Kangas, L Nauha, H Vähä-Ypyä, H Sievänen, ...
Medicine and Science in Sports and Exercise, 2022
Joint Profiles of Sedentary Time and Physical Activity in Adults and their Associations with Cardiometabolic Health
V Farrahi, M Rostami, D Dumuid, SFM Chastin, M Niemelä, ...
Medicine and science in sports and exercise, 0
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