Mirabootalebi, Seyed Oveis, Mackie, Annalise, Vos, Gideon, Rahimi Azghadi, Mostafa, and Liu, Yang (2025) Machine Learning-Assisted Pulse Electrodeposition of Copper for Enhanced Nitrate Sensing. ChemElectroChem, 12 (10). e202500013.

Vos, Gideon, van Eijk, Liza, Sarnyai, Zoltan, and Rahimi Azghadi, Mostafa (2025) Stabilizing machine learning for reproducible and explainable results: A novel validation approach to subject-specific insights. Computer Methods and Programs in Biomedicine, 269. 108899.

Vos, Gideon, Ebrahimpour, Maryam, van Eijk, Liza, Sarnyai, Zoltan, and Rahimi Azghadi, Mostafa (2025) Stress monitoring using low-cost electroencephalogram devices: A systematic literature review. International Journal of Medical Informatics, 198. 105859.

Longhitano, Calogero, Finlay, Sabine, Peachey, Isabella, Swift, Jaymee-Leigh, Fayet-Moore, Flavia, Bartle, Toby, Vos, Gideon, Rudd, Donna, Shareef, Omer, Gordon, Shaileigh, Azghadi, Mostafa Rahimi, Campbell, Iain, Sethi, Shebani, Palmer, Christopher, and Sarnyai, Zoltan (2024) The effects of ketogenic metabolic therapy on mental health and metabolic outcomes in schizophrenia and bipolar disorder: a randomized controlled clinical trial protocol. Frontiers in Nutrition, 11. 1444483.

Vos, Gideon, Trinh, Kelly, Sarnyai, Zoltan, and Rahimi Azghadi, Mostafa (2023) Ensemble machine learning model trained on a new synthesized dataset generalizes well for stress prediction using wearable devices. Journal of Biomedical Informatics, 148. 104556.

Vos, Gideon, Trinh, Kelly, Sarnyai, Zoltan, and Rahimi Azghadi, Mostafa (2023) Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review. International Journal of Medical Informatics, 173. 105026.