Publications by authors named "Gideon Vos"

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Stabilizing machine learning for reproducible and explainable results: A novel validation approach to subject-specific insights.
Gideon Vos, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi

Comput Methods Programs Biomed· September 2025

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Stress monitoring using low-cost electroencephalogram devices: A systematic literature review.
Gideon Vos, Maryam Ebrahimpour, Liza van Eijk, Zoltan Sarnyai, Mostafa Rahimi Azghadi

Int J Med Inform· June 2025

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The effects of ketogenic metabolic therapy on mental health and metabolic outcomes in schizophrenia and bipolar disorder: a randomized controlled clinical trial protocol.
Calogero Longhitano, Sabine Finlay, Isabella Peachey, Jaymee-Leigh Swift, Flavia Fayet-Moore, Gideon Vos

Front Nutr· August 2024

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Ensemble machine learning model trained on a new synthesized dataset generalizes well for stress prediction using wearable devices.
Gideon Vos, Kelly Trinh, Zoltan Sarnyai, Mostafa Rahimi Azghadi

J Biomed Inform· December 2023

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Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review.
Gideon Vos, Kelly Trinh, Zoltan Sarnyai, Mostafa Rahimi Azghadi

Int J Med Inform· May 2023

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