Prediction of Poor Mental Health Following Breast Cancer Diagnosis Using Random Forests1. - Eugenia Mylona; Konstantina Kourou; Georgios C. Manikis; Haridimos Kondylakis; Kostas Marias; Evangelos Karademas; Paula Poikonen-Saksela; Ketti Mazzocco; Chiara Marzorati; Ruth Pat-Horenczyk; Ilan Roziner; Berta Sousa; et al. (EMBC, 2021)

A machine learning-based pipeline for modeling medical, socio-demographic, lifestyle and self-reported psychological traits as predictors of mental health outcomes after breast cancer diagnosis: An initial effort to define resilience effects. - Konstantina Kourou; Georgios C. Manikis; Paula Poikonen-Saksela; Ketti Mazzocco; Ruth Pat-Horenczyk; Berta Sousa; Albino J. Oliveira-Maia; Johanna Mattson; Ilan Roziner; Greta Pettini; Haridimos Kondylakis; Kostas Marias; et al. (Comput. Biol. Medicine, 2021)

Explainable machine learning analysis of longitudinal mental health trajectories after breast cancer diagnosis. - Eugenia Mylona; Konstantina Kourou; Georgios C. Manikis; Haridimos Kondylakis; Evangelos Karademas; Kostas Marias; Ketti Mazzocco; Paula Poikonen-Saksela; Ruth Pat-Horenczyk; Berta Sousa; Panagiotis G. Simos; Dimitrios I. Fotiadis (BHI, 2022)

Impact of Machine Learning Assistance on the Quality of Life Prediction for Breast Cancer Patients. - Mikko Nuutinen; Sonja Korhonen; Anna-Maria Hiltunen; Ira Haavisto; Paula Poikonen-Saksela; Johanna Mattson; Haridimos Kondylakis; Ketti Mazzocco; Ruth Pat-Horenczyk; Berta Sousa; Riikka-Leena Leskelä (HEALTHINF, 2022)

Trajectories and Predictors of Depression After Breast Cancer Diagnosis: A 1-year longitudinal study. - Eugenia Mylona; Konstantina Kourou; Georgios C. Manikis; Haridimos Kondylakis; Kostas Marias; Evangelos Karademas; Paula Poikonen-Saksela; Ketti Mazzocco; Chiara Marzorati; Ruth Pat-Horenczyk; Ilan Roziner; Berta Sousa; et al. (EMBC, 2022)

Predicting Quality of Life for Breast Cancer Patients *. - Christos Raspoptsis; Eugenia Mylona; Konstantina Kourou; Georgios C. Manikis; Haridimos Kondylakis; Kostas Marias; Paula Poikonen-Saksela; Panagiotis G. Simos; Evangelos Karademas; Ketti Mazzocco; Ruth Pat-Horenczyk; Berta Sousa; et al. (BHI, 2023)