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ICU admission and mortality classifiers for COVID-19 patients based on subgroups of dynamically associated profiles across multiple timepoints.
Pezoulas VC, Kourou KD, Mylona E, Papaloukas C, Liontos A, Biros D, Milionis OI, Kyriakopoulos C, Kostikas K, Milionis H, Fotiadis DI. Pezoulas VC, et al. Among authors: mylona e. Comput Biol Med. 2022 Feb;141:105176. doi: 10.1016/j.compbiomed.2021.105176. Epub 2021 Dec 27. Comput Biol Med. 2022. PMID: 35007991 Free PMC article.
Prediction of Poor Mental Health Following Breast Cancer Diagnosis Using Random Forests1.
Mylona E, Kourou K, Manikis G, Kondylakis H, Marias K, Karademas E, Poikonen-Saksela P, Mazzocco K, Marzorati C, Pat-Horenczyk R, Roziner I, Sousa B, Oliveira-Maia A, Simos P, Fotiadis DI. Mylona E, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:1753-1756. doi: 10.1109/EMBC46164.2021.9629589. Annu Int Conf IEEE Eng Med Biol Soc. 2021. PMID: 34891626
Trajectories and Predictors of Depression After Breast Cancer Diagnosis: A 1-year longitudinal study.
Mylona E, Kourou K, Manikis G, Kondylakis H, Marias K, Karademas E, Poikonen-Saksela P, Mazzocco K, Marzorati C, Pat-Horenczyk R, Roziner I, Sousa B, Oliveira-Maia A, Simos P, Fotiadis DI. Mylona E, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:69-72. doi: 10.1109/EMBC48229.2022.9871647. Annu Int Conf IEEE Eng Med Biol Soc. 2022. PMID: 36085801
Personalized prediction of one-year mental health deterioration using adaptive learning algorithms: a multicenter breast cancer prospective study.
Kourou K, Manikis G, Mylona E, Poikonen-Saksela P, Mazzocco K, Pat-Horenczyk R, Sousa B, Oliveira-Maia AJ, Mattson J, Roziner I, Pettini G, Kondylakis H, Marias K, Nuutinen M, Karademas E, Simos P, Fotiadis DI. Kourou K, et al. Among authors: mylona e. Sci Rep. 2023 Apr 29;13(1):7059. doi: 10.1038/s41598-023-33281-1. Sci Rep. 2023. PMID: 37120428 Free PMC article.
164 results