Emotional State Recognition Using Advanced Machine Learning Techniques on EEG Data. - Katerina Giannakaki; Giorgos A. Giannakakis; Christina Farmaki; Vangelis Sakkalis (CBMS, 2017)

Automatic Absence Seizure Detection Evaluating Matching Pursuit Features of EEG Signals. - Katerina Giannakaki; Giorgos A. Giannakakis; Pelagia Vorgia; Manousos A. Klados; Michalis E. Zervakis (BIBE, 2019)

Seizure Detection using Common Spatial Patterns and Classification Techniques. - Giorgos A. Giannakakis; Nikolaos Tsekos; Katerina Giannakaki; Kostas Michalopoulos; Pelagia Vorgia; Michalis E. Zervakis (BIBE, 2019)

Automatic aortic valve area detection in echocardiography images using convolutional neural networks and U-net architecture for bicuspid aortic valve recognition. - Katerina Giannakaki; Konstantia Moirogiorgou; Michalis E. Zervakis; Nikolaos Anousakis-Vlachochristou; George K. Matsopoulos; Christoforos Komporozos; Vasileios Sourides; Georgios Katsimagklis; Maria Drakopoulou; Konstantinos Toutouzas; Catherine Avgeropoulou; Aristeidis Androulakis (IST, 2021)

Review on Psychological Stress Detection Using Biosignals. - Giorgos A. Giannakakis; Dimitris Grigoriadis; Katerina Giannakaki; Olympia Simantiraki; Alexandros Roniotis; Manolis Tsiknakis (IEEE Trans. Affect. Comput., 2022)