Publications

Journals

- 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]
- 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]

Conferences

I. Karagiannaki, Y. Pantazis, E. Chatzaki, and I. Tsamardinos. Pathway Activity Score Learning for Dimensionality Reduction of Gene Expression Data, 23rd International Conference on Discovery Science, 19-21 October 2020
A. Mavridou, G. Mandilara, K. Mellou, A. Blougoura, A. Papadakis, D. Chochlakis, A. Psaroulaki, Manager Feedback on the application of COVID-19 swimming pool regulations. [link]