All Stories

  1. Task-aware multiple instance learning for stress detection from facial video data

    Article • Journal of Affective Disorders, February 2026, Elsevier

    Giorgos Giannakakis

  2. Assessing the impact of cinematic virtual reality simulations on young drivers: behavior and physiological responses

    Article • Virtual Reality, December 2025, Springer Science + Business Media

    Giorgos Giannakakis

  3. Is a Perioperative Opioid-Sparing Anesthesia-Analgesia Strategy Feasible in Open Thoracotomies? Findings from a Retrospective Matched Cohort Study

    Article • Journal of Clinical Medicine, March 2025, MDPI AG

    Giorgos Giannakakis

  4. Semi-Supervised anomaly detection for the prediction and detection of pediatric focal epileptic seizures on fused EEG and ECG data

    Article • Biomedical Signal Processing and Control, March 2025, Elsevier

    Giorgos Giannakakis

  5. Stress recognition identifying relevant facial action units through explainable artificial intelligence and machine learning

    Article • Computer Methods and Programs in Biomedicine, February 2025, Elsevier

    Giorgos Giannakakis

  6. Is a Perioperative Opioid-Sparing Anesthesia-Analgesia Strategy Feasible in Open Thoracotomies? Findings from a Retrospective Matched Cohort Study

    Article • January 2025, MDPI AG

    Giorgos Giannakakis

  7. Comparing Full and Pre-Term Neonates’ Heart Rate Variability in Rest Condition and during Spontaneous Interactions with Their Parents at Home

    Article • Healthcare, February 2023, MDPI AG

    Giorgos Giannakakis

  8. Review of Eye Tracking Metrics Involved in Emotional and Cognitive Processes

    Article • IEEE Reviews in Biomedical Engineering, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Giorgos Giannakakis

  9. The Effect of Pythagorean Self-Awareness on Heart Rate Variability, Perceived Stress and Behavior of Preschool Children

    Article • Children, October 2022, MDPI AG

    Giorgos Giannakakis

  10. Circulating FGF21 vs. Stress Markers in Girls during Childhood and Adolescence, and in Their Caregivers: Intriguing Inter-Relations between Overweight/Obesity, Emotions, Behavior, and the Cared-Caregiver Relationship

    Article • Children, June 2022, MDPI AG

    Giorgos Giannakakis

  11. Correction to: Automatic stress analysis from facial videos based on deep facial action units recognition

    Article • Pattern Analysis and Applications, March 2022, Springer Science + Business Media

    Giorgos Giannakakis

  12. Stress, Inflammation and Metabolic Biomarkers Are Associated with Body Composition Measures in Lean, Overweight, and Obese Children and Adolescents

    Article • Children, February 2022, MDPI AG

    Giorgos Giannakakis

  13. Effect of Exposure Time on Thermal Behaviour: A Psychophysiological Approach

    Article • Signals, December 2021, MDPI AG

    Giorgos Giannakakis

  14. Automatic stress analysis from facial videos based on deep facial action units recognition

    Article • Pattern Analysis and Applications, September 2021, Springer Science + Business Media

    Giorgos Giannakakis

  15. Autonomic Nervous System Maturation and Emotional Coordination in Interactions of Preterm and Full-Term Infants With Their Parents: Protocol for a Multimethod Study

    Article • JMIR Research Protocols, April 2021, JMIR Publications Inc.

    Giorgos Giannakakis

  16. Autonomic Nervous System Maturation and Emotional Coordination in Interactions of Preterm and Full-Term Infants With Their Parents: Protocol for a Multimethod Study (Preprint)

    Article • February 2021, JMIR Publications Inc.

    Giorgos Giannakakis

  17. Recognition of Blinks Activity Patterns during Stress Conditions Using CNN and Markovian Analysis

    Article • Signals, January 2021, MDPI AG

    Giorgos Giannakakis

  18. Automatic Absence Seizure Detection Evaluating Matching Pursuit Features of EEG Signals

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Giorgos Giannakakis

  19. Seizure Detection using Common Spatial Patterns and Classification Techniques

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Giorgos Giannakakis

  20. This paper investigates heart activity abnormalities during focal epileptic seizures in childhood.

    Article • Computer Methods and Programs in Biomedicine, September 2019, Elsevier

    Giorgos Giannakakis

  21. A novel multi-kernel 1D convolutional neural network for stress recognition from ECG

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Giorgos Giannakakis

  22. A stress recognition system using HRV parameters and machine learning techniques

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Giorgos Giannakakis

  23. Review on psychological stress detection using biosignals

    Article • IEEE Transactions on Affective Computing, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Giorgos Giannakakis

  24. Head Movements in Context of Speech during Stress Induction

    Article • May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Giorgos Giannakakis

  25. Evaluation of head pose features for stress detection and classification

    Article • March 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Giorgos Giannakakis

  26. Stress Detection from Speech Using Spectral Slope Measurements

    Article • January 2018, Springer Science + Business Media

    Giorgos Giannakakis

  27. Mirror Mirror on the Wall... An Unobtrusive Intelligent Multisensory Mirror for Well-Being Status Self-Assessment and Visualization

    Article • IEEE Transactions on Multimedia, July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Giorgos Giannakakis

  28. Emotional State Recognition Using Advanced Machine Learning Techniques on EEG Data

    Article • June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Giorgos Giannakakis

  29. Stress and anxiety detection using facial cues from videos

    Article • Biomedical Signal Processing and Control, January 2017, Elsevier

    Giorgos Giannakakis

  30. Wize Mirror - a smart, multisensory cardio-metabolic risk monitoring system

    Article • Computer Vision and Image Understanding, July 2016, Elsevier

    Giorgos Giannakakis

  31. SU-8 microneedles based dry electrodes for Electroencephalogram

    Article • Microelectronic Engineering, June 2016, Elsevier

    Giorgos Giannakakis

  32. Depression Assessment by Fusing High and Low Level Features from Audio, Video, and Text

    Article • January 2016, ACM (Association for Computing Machinery)

    Giorgos Giannakakis

  33. A computational platform for continuous seizure anticipitation, monitoring and clinical evaluation

    Article • January 2016, IOS Press

    Giorgos Giannakakis

  34. Extraction of facial features as indicators of stress and anxiety

    Article • August 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Giorgos Giannakakis

  35. Detection of stress/anxiety state from EEG features during video watching

    Article • August 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Giorgos Giannakakis

  36. Mirror mirror on the wall… An intelligent multisensory mirror for well-being self-assessment

    Article • June 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Giorgos Giannakakis

  37. Methods for Seizure Detection and Prediction: An Overview

    Article • January 2014, Springer Science + Business Media

    Giorgos Giannakakis

  38. Synchronization coupling investigation using ICA cluster analysis in resting MEG signals in reading difficulties

    Article • November 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Giorgos Giannakakis

  39. Absence seizure epilepsy detection using linear and nonlinear eeg analysis methods

    Article • July 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Giorgos Giannakakis

  40. An approach to absence epileptic seizures detection using Approximate Entropy

    Article • July 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Giorgos Giannakakis

  41. The Interference of Introversion–Extraversion and Depressive Symptomatology with Reasoning Performance: A Behavioural Study

    Article • Journal of Psycholinguistic Research, October 2011, Springer Science + Business Media

    Mr Miltiades A Kyprianou, Giorgos Giannakakis

  42. Characterization of evoked and induced activity in EEG and assessment of intertrial variability

    Article • October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Giorgos Giannakakis

  43. Detecting complexity abnormalities in dyslexia measuring approximate entropy of electroencephalographic signals

    Article • September 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Giorgos Giannakakis

  44. Spectral entropy of dyslexic ERP signal by means of Adaptive Optimal Kernel

    Article • July 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Konstantina S Nikita, Giorgos Giannakakis

  45. Abnormal auditory ERP N100 in children with dyslexia: comparison with their control siblings

    Article • Behavioral and Brain Functions, June 2009, Springer Science + Business Media

    Professor Konstantina S Nikita, Giorgos Giannakakis

  46. Wavelet entropy differentiations of event related potentials in dyslexia

    Article • October 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Konstantina S Nikita, Giorgos Giannakakis

  47. Estimation of time-varying causal connectivity on EEG signals with the use of adaptive autoregressive parameters

    Article • August 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Konstantina S Nikita, Giorgos Giannakakis

  48. Evidence of a posterior cingulate involvement (Brodmann area 31) in dyslexia: A study based on source localization algorithm of event-related potentials

    Article • Progress in Neuro-Psychopharmacology and Biological Psychiatry, April 2008, Elsevier

    Professor Konstantina S Nikita, Giorgos Giannakakis

  49. ECG signal recording, processing and transmission using a mobile phone

    Article • January 2008, ACM (Association for Computing Machinery)

    Giorgos Giannakakis

  50. Preattentive deficits in developmental disorders of scholastic skills

    Article • Neuroreport, November 2005, Wolters Kluwer Health

    Professor Konstantina S Nikita, Giorgos Giannakakis