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- E. Chatzaki, I. Tsamardinos, Somatic copy number aberrations detected in circulating tumor DNA can hold diagnostic value for early detection of hepatocellular carcinoma, I.EBioMedicine, 57:102851. doi: 10.1016/j.ebiom.2020.102851. Epub 2020 Jul 7 PMID: 32650268
- M. Karaglani, K. Gourlia, I. Tsamardinos, E. Chatzaki, Accurate Blood-Based Diagnostic Biosignatures for Alzheimer’s Disease via Automated Machine Learning, J Clin Med, 18;9(9):3016, Sep 2020.
- K. Giannakaki, G. Giannakakis, P. Vorgia, and M. Zervakis. Absence seizure detection classifying matching pursuit features of EEG signals. EAI Endorsed Transactions on Bioengineering and Bioinformatics, 20(e2), October 2020.
[DOI][PDF] - A. Korda, G. Giannakakis, E. Ventouras, P. Asvestas, N. Smyrnis, K. Marias, and G. Matsopoulos. Recognition of blinks activity patterns during stress conditions using CNN and Markovian analysis. MDPI Signals, 2(1):55–71, Jan 2021.
[DOI][PDF] - M. Panagopoulou, M. Esteller, E. Chatzaki, Circulating Cell-Free DNA in Breast Cancer: Searching for Hidden Information towards Precision Medicine. Cancers, 13, 2021.
[DOI][PDF] - C. Koumarela, T. Kokkinaki, G. Giannakakis, K. Koutra, and E. Hatzidaki. Autonomic Nervous System Maturation and Emotional Coordination in Interactions of Preterm and Full-Term Infants With Their Parents: Protocol for a Multimethod Study, JMIR Research Protocols, 10(4), Apr. 2021.
[DOI][PDF] - V. Skaramagkas, G. Giannakakis, D. Manousos, I. Karatzanis, N. Tachos, E. Tripoliti, K. Marias, D.I. Fotiadis, and M. Tsiknakis. Review of eye tracking metrics involved in emotional and cognitive processes, IEEE Reviews in Biomedical Engineering, 2021.
[DOI] - M. Panagopoulou, M. Karaglani, V.G. Manolopoulos, I. Iliopoulos, I. Tsamardinos and E. Chatzaki. Deciphering the Methylation Landscape in Breast Cancer: Diagnostic and Prognostic Biosignatures through Automated Machine Learning, Cancers 13(7), 2021.
[DOI][PDF] - M. Papadakaki, M.A. Stamouli, P. Maragkaki, S. Lioliou, S. Diamanti, K. Kasotaki and J. Chliaoutakis. Exploring the Psychosocial Needs of People Living in Extreme Poverty and Introducing Brief Interventions: The Case of Crete Region in Greece.
[DOI][PDF] - M Panagopoulou, A Cheretaki, M Karaglani, I Balgkouranidou, E Biziota, K Amarantidis, N Xenidis, S Kakolyris, S Baritaki, E Chatzaki. Methylation Status of Corticotropin-Releasing Factor (CRF) Receptor Genes in Colorectal Cancer. Journal of Clinical Medicine. 2021; 10(12):2680.
- A Kalaitzaki. Posttraumatic symptoms, posttraumatic growth, and internal resources among the general population in Greece: A nation-wide survey amid the first COVID-19 lockdown. Int J Psychol. 2021 Mar 3:10.1002/ijop.12750.
[DOI][PDF] - G. Papoutsoglou, M. Karaglani, V. Lagani, N. Thomson, O.D. Røe, I. Tsamardinos, E. Chatzaki, Automated machine learning optimizes and accelerates predictive modeling from COVID‑19 high throughput datasets, Scientific Reports, 2021
[PDF] - G. Kritsotakis, E. Andreadaki, M. Linardakis, G. Manomenidis, T. Bellali, P. Kostagiolas, Nurses’ ehealth literacy and associations with the nursing practice environment, International Nursing Review, 2020
[PDF] - P. Gkorezis, G. Mousailidis, P. Kostagiolas, G. Kritsotakis, Harmonious work passion and work-related internet information seeking among nurses: The mediating role of intrinsic motivation, J Nurs Manag, Jun 2021
[PDF] - G. Giannakakis, M.R. Koujan, A. Roussos, and K. Marias. Automatic stress analysis from facial videos based on deep facial action units recognition, Pattern Analysis and Applications, 2021.
[DOI][PDF] - Panagopoulou M, Fanidis D, Aidinis V, Chatzaki E. ENPP2 Methylation in Health and Cancer. Int J Mol Sci. 2021 Nov 4;22(21):11958. doi: 10.3390/ijms222111958.
- Karaglani M, Panagopoulou M, Cheimonidi C, Tsamardinos I, Maltezos E, Papanas N, Papazoglou D, Mastorakos G, Chatzaki E. Liquid Biopsy in Type 2 Diabetes Mellitus Management: Building Specific Biosignatures via Machine Learning. J Clin Med. 2022 Feb 17;11(4):1045. doi: 10.3390/jcm11041045.
- Karaglani M, Panagopoulou M, Baltsavia I, Apalaki P, Theodosiou T, Iliopoulos I, Tsamardinos I, Chatzaki E. Tissue-Specific Methylation Biosignatures for Monitoring Diseases: An In Silico Approach. Int J Mol Sci. 2022 Mar 9;23(6):2959. doi: 10.3390/ijms23062959.
- Panagopoulou M, Drosouni A, Fanidis D, Karaglani M, Balgkouranidou I, Xenidis N, Aidinis V, Chatzaki E. ENPP2 Promoter Methylation Correlates with Decreased Gene Expression in Breast Cancer: Implementation as a Liquid Biopsy Biomarker. Int J Mol Sci. 2022 Mar 28;23(7):3717. doi: 10.3390/ijms23073717.
H. Akli, S. Grigorakis, A. Kellil, S. Loupassaki, D. P. Makris, A. Calokerinos, A. Mati, N. Lydakis-Simantirakis. Extraction of Polyphenols from Olive Leaves Employing Deep
Eutectic Solvents: The Application of Chemometrics to a Quantitative Study on Antioxidant Compounds. Applied Sciences, 2022. https://doi.org/10.3390/app12020831,
Karaglani M, Panagopoulou M, Cheimonidi C, Tsamardinos I, Maltezos E, Papanas N, Papazoglou D, Mastorakos G, Chatzaki E. Liquid Biopsy in Type 2 Diabetes Mellitus Management: Building Specific Biosignatures via Machine Learning. J Clin Med. 2022 Feb 17;11(4):1045. doi: 10.3390/jcm11041045.
Karaglani M, Panagopoulou M, Baltsavia I, Apalaki P, Theodosiou T, Iliopoulos I, Tsamardinos I, Chatzaki E. Tissue-Specific Methylation Biosignatures for Monitoring Diseases: An In Silico Approach. Int J Mol Sci. 2022 Mar 9;23(6):2959. doi: 10.3390/ijms23062959.
Panagopoulou M, Drosouni A, Fanidis D, Karaglani M, Balgkouranidou I, Xenidis N, Aidinis V, Chatzaki E. ENPP2 Promoter Methylation Correlates with Decreased Gene Expression in Breast Cancer: Implementation as a Liquid Biopsy Biomarker. Int J Mol Sci. 2022 Mar 28;23(7):3717. doi: 10.3390/ijms23073717.