Katerina D. Tzimourta - Publications, H-index & Citations

Katerina D. Tzimourta

Department of Electrical and Computer Engineering

17H指数

51论文数

1.3K被引数

收录论文 13

发表时间

The AHEPA EEG benchmark: setting the standard for machine learning in dementia diagnosis, a scoping review AHEPA脑电图基准：为痴呆症诊断中的机器学习设定标准，一项范围综述

Cognitive Neurodynamics

IF3.9

2026-05-18

OAAI

Andreas Miltiadous; Aimilia Ntetska; Vasileios Aspiotis; Efthalia Moustakli; Markos G. Tsipouras; Alexandros T. Tzallas; Nikolaos Giannakeas; Euripidis Glavas; Pantelis Angelidis; Katerina D. Tzimourta

Empowering Individuals With Disabilities: A 4-DoF BCI Wheelchair Using MI and EOG Signals

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Glavas, Kosmas; Tzimourta, Katerina D.; Tzallas, Alexandros T.; Giannakeas, Nikolaos; Tsipouras, Markos G.

Brain-Computer Interface Controlled Drones: A Systematic Review 脑机接口控制的无人机: 系统综述

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Glavas, Kosmas; Tzimourta, Katerina D.; Angelidis, Pantelis; Bibi, Stamatia; Tsipouras, Markos G.

Cognitive Assessment Based on Electroencephalography Analysis in Virtual and Augmented Reality Environments, Using Head Mounted Displays: A Systematic Review

BIG DATA AND COGNITIVE COMPUTING

IF4.4

2023-10-13

OAAI

Gramouseni, Foteini; Tzimourta, Katerina D.; Angelidis, Pantelis; Giannakeas, Nikolaos; Tsipouras, Markos G.

Machine Learning Algorithms for Epilepsy Detection Based on Published EEG Databases: A Systematic Review

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Miltiadous, Andreas; Tzimourta, Katerina D.; Giannakeas, Nikolaos; Tsipouras, Markos G.; Glavas, Euripidis; Kalafatakis, Konstantinos; Tzallas, Alexandros T.

DICE-Net: A Novel Convolution-Transformer Architecture for Alzheimer Detection in EEG Signals

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Miltiadous, Andreas; Gionanidis, Emmanouil; Tzimourta, Katerina D.; Giannakeas, Nikolaos; Tzallas, Alexandros T.

Evaluating the Window Size's Role in Automatic EEG Epilepsy Detection

SENSORS

IF3.5

2022-11-27

OAAI

Christou, Vasileios; Miltiadous, Andreas; Tsoulos, Ioannis; Karvounis, Evaggelos; Tzimourta, Katerina D.; Tsipouras, Markos G.; Anastasopoulos, Nikolaos; Tzallas, Alexandros T.; Giannakeas, Nikolaos

Assessing Electroencephalography as a Stress Indicator: A VR High-Altitude Scenario Monitored through EEG and ECG

SENSORS

IF3.5

2022-08-03

OAAI

Aspiotis, Vasileios; Miltiadous, Andreas; Kalafatakis, Konstantinos; Tzimourta, Katerina D.; Giannakeas, Nikolaos; Tsipouras, Markos G.; Peschos, Dimitrios; Glavas, Euripidis; Tzallas, Alexandros T.

Classification of EEG signals from young adults with dyslexia combining a Brain Computer Interface device and an Interactive Linguistic Software Tool

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2022-07-01

PREAI

Christodoulides, Pavlos; Miltiadous, Andreas; Tzimourta, Katerina D.; Peschos, Dimitrios; Ntritsos, Georgios; Zakopoulou, Victoria; Giannakeas, Nikolaos; Astrakas, Loukas G.; Tsipouras, Markos G.; Tsamis, Konstantinos I.; Glavas, Euripidis; Tzallas, Alexandros T.

Alzheimer's Disease and Frontotemporal Dementia: A Robust Classification Method of EEG Signals and a Comparison of Validation Methods

DIAGNOSTICS

IF3.3

2021-08-09

OAAI

Miltiadous, Andreas; Tzimourta, Katerina D.; Giannakeas, Nikolaos; Tsipouras, Markos G.; Afrantou, Theodora; Ioannidis, Panagiotis; Tzallas, Alexandros T.

EEG-Based Eye Movement Recognition Using Brain-Computer Interface and Random Forests

SENSORS

IF3.5

2021-03-27

OAAI

Antoniou, Evangelos; Bozios, Pavlos; Christou, Vasileios; Tzimourta, Katerina D.; Kalafatakis, Konstantinos; G. Tsipouras, Markos; Giannakeas, Nikolaos; Tzallas, Alexandros T.

Machine Learning Algorithms and Statistical Approaches for Alzheimer's Disease Analysis Based on Resting-State EEG Recordings: A Systematic Review

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2021-02-16

PREAI

Tzimourta, Katerina D.; Christou, Vasileios; Tzallas, Alexandros T.; Giannakeas, Nikolaos; Astrakas, Loukas G.; Angelidis, Pantelis; Tsalikakis, Dimitrios; Tsipouras, Markos G.

Analysis of electroencephalographic signals complexity regarding Alzheimer's Disease

COMPUTERS & ELECTRICAL ENGINEERING

IF4.9

2019-06-01

PREAI

Tzimourta, Katerina D.; Afrantou, Theodora; Ioannidis, Panagiotis; Karatzikou, Maria; Tzallas, Alexandros T.; Giannakeas, Nikolaos; Astrakas, Loukas G.; Angelidis, Pantelis; Glavas, Evripidis; Grigoriadis, Nikolaos; Tsalikakis, Dimitrios G.; Tsipouras, Markos G.

研究方向