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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
Unveiling the Power of Model-Agnostic Multiscale Analysis for Enhancing Artificial Intelligence Models in Breast Cancer Histopathology Images.
Tsiknakis N, Manikis G, Tzoras E, Salgkamis D, Vidal JM, Wang K, Zaridis D, Sifakis E, Zerdes I, Bergh J, Hartman J, Acs B, Marias K, Foukakis T. Tsiknakis N, et al. Among authors: manikis g. IEEE J Biomed Health Inform. 2024 Jun 12;PP. doi: 10.1109/JBHI.2024.3413533. Online ahead of print. IEEE J Biomed Health Inform. 2024. PMID: 38865229
LKB1 Loss Correlates with STING Loss and, in Cooperation with β-Catenin Membranous Loss, Indicates Poor Prognosis in Patients with Operable Non-Small Cell Lung Cancer.
Lagoudaki ED, Koutsopoulos AV, Sfakianaki M, Papadaki C, Manikis GC, Voutsina A, Trypaki M, Tsakalaki E, Fiolitaki G, Hatzidaki D, Yiachnakis E, Koumaki D, Mavroudis D, Tzardi M, Stathopoulos EN, Marias K, Georgoulias V, Souglakos J. Lagoudaki ED, et al. Among authors: manikis gc. Cancers (Basel). 2024 May 10;16(10):1818. doi: 10.3390/cancers16101818. Cancers (Basel). 2024. PMID: 38791897 Free PMC article.
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
39 results