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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.
Kourou K, Manikis G, Poikonen-Saksela P, Mazzocco K, Pat-Horenczyk R, Sousa B, Oliveira-Maia AJ, Mattson J, Roziner I, Pettini G, Kondylakis H, Marias K, Karademas E, Simos P, Fotiadis DI. Kourou K, et al. Among authors: manikis g. Comput Biol Med. 2021 Apr;131:104266. doi: 10.1016/j.compbiomed.2021.104266. Epub 2021 Feb 13. Comput Biol Med. 2021. PMID: 33607379
Multiexponential T2 relaxometry of benign and malignant adipocytic tumours.
Nikiforaki K, Ioannidis GS, Lagoudaki E, Manikis GH, de Bree E, Karantanas A, Maris TG, Marias K. Nikiforaki K, et al. Among authors: manikis gh. Eur Radiol Exp. 2020 Aug 3;4(1):45. doi: 10.1186/s41747-020-00175-0. Eur Radiol Exp. 2020. PMID: 32743728 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. Among authors: manikis g. 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. Among authors: manikis g. 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
CARDIOCARE: An integrated platform for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity.
Karanasiou G, Koumakis L, Sfakianakis S, Manikis G, Kalliatakis G, Antoniades A, Lakkas L, Mauri D, Cipolla C, Mazzocco K, Papakonstantinou A, Filippatos G, Constantinidou A, Seruga B, Conti C, Bucur A, Pacella E, Marias K, Tsiknakis M, Fotiadis DI. Karanasiou G, et al. Among authors: manikis g. Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul;2023:1-4. doi: 10.1109/EMBC40787.2023.10340747. Annu Int Conf IEEE Eng Med Biol Soc. 2023. PMID: 38083750
Well-being trajectories in breast cancer and their predictors: A machine-learning approach.
Karademas EC, Mylona E, Mazzocco K, Pat-Horenczyk R, Sousa B, Oliveira-Maia AJ, Oliveira J, Roziner I, Stamatakos G, Cardoso F, Kondylakis H, Kolokotroni E, Kourou K, Lemos R, Manica I, Manikis G, Marzorati C, Mattson J, Travado L, Tziraki-Segal C, Fotiadis D, Poikonen-Saksela P, Simos P; BOUNCE consortium. Karademas EC, et al. Among authors: manikis g. Psychooncology. 2023 Nov;32(11):1762-1770. doi: 10.1002/pon.6230. Epub 2023 Oct 13. Psychooncology. 2023. PMID: 37830776
New Insights in the Era of Clinical Biomarkers as Potential Predictors of Systemic Therapy-Induced Cardiotoxicity in Women with Breast Cancer: A Systematic Review.
Alexandraki A, Papageorgiou E, Zacharia M, Keramida K, Papakonstantinou A, Cipolla CM, Tsekoura D, Naka K, Mazzocco K, Mauri D, Tsiknakis M, Manikis GC, Marias K, Marcou Y, Kakouri E, Konstantinou I, Daniel M, Galazi M, Kampouroglou E, Ribnikar D, Brown C, Karanasiou G, Antoniades A, Fotiadis D, Filippatos G, Constantinidou A. Alexandraki A, et al. Among authors: manikis gc. Cancers (Basel). 2023 Jun 22;15(13):3290. doi: 10.3390/cancers15133290. Cancers (Basel). 2023. PMID: 37444400 Free PMC article. Review.
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: manikis g. Sci Rep. 2023 Apr 29;13(1):7059. doi: 10.1038/s41598-023-33281-1. Sci Rep. 2023. PMID: 37120428 Free PMC article.
37 results