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N. Giannakeas · SciRah

Researcher profile · Semantic Scholar

N. Giannakeas

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N. Giannakeas — researcher profile on SciRah

h-index: 27
Works: 165
Citations: 2,785

Most-cited papers

A Dataset of Scalp EEG Recordings of Alzheimer's Disease, Frontotemporal Dementia and Healthy Subjects from Routine EEG
Andreas Miltiadous, Katerina D. Tzimourta, Theodora Afrantou, P. Ioannidis +7 more
2023International Conference on Data Technologies and Applications327 citations Open access
Semantic Scholar
DICE-Net: A Novel Convolution-Transformer Architecture for Alzheimer Detection in EEG Signals
Andreas Miltiadous, Emmanouil Gionanidis, Katerina D. Tzimourta, N. Giannakeas +1 more
2023IEEE Access186 citations Open access
Semantic Scholar
Alzheimer’s Disease and Frontotemporal Dementia: A Robust Classification Method of EEG Signals and a Comparison of Validation Methods
Andreas Miltiadous, Katerina D. Tzimourta, N. Giannakeas, M. Tsipouras +3 more
2021Diagnostics154 citations Open access
Semantic Scholar
Deep Learning on Histopathological Images for Colorectal Cancer Diagnosis: A Systematic Review
Athena S Davri, Effrosyni Birbas, Theofilos Kanavos, G. Ntritsos +3 more
2022Diagnostics115 citations Open access
Semantic Scholar
Deep Learning for Lung Cancer Diagnosis, Prognosis and Prediction Using Histological and Cytological Images: A Systematic Review
Athena S Davri, Effrosyni Birbas, Theofilos Kanavos, G. Ntritsos +3 more
2023Cancers89 citations Open access
Semantic Scholar
EEG Window Length Evaluation for the Detection of Alzheimer’s Disease over Different Brain Regions
Katerina D. Tzimourta, N. Giannakeas, A. Tzallas, L. Astrakas +6 more
2019Brain Science76 citations Open access
Semantic Scholar
EEG-Based Eye Movement Recognition Using Brain–Computer Interface and Random Forests
Evangelos Antoniou, Pavlos Bozios, Vasileios Christou, Katerina D. Tzimourta +4 more
2021Italian National Conference on Sensors74 citations Open access
Semantic Scholar
A Novel CNN-Based Framework for Alzheimer’s Disease Detection Using EEG Spectrogram Representations
K. Stefanou, Katerina D. Tzimourta, Christos V. Bellos, G. Stergios +6 more
2025Journal of Personalized Medicine65 citations Open access
Semantic Scholar
Machine Learning Algorithms and Statistical Approaches for Alzheimer's Disease Analysis Based on Resting-State EEG Recordings: A Systematic Review
Katerina D. Tzimourta, Vasileios Christou, A. Tzallas, N. Giannakeas +4 more
2021International Journal of Neural Systems61 citations
Semantic Scholar
Performance and early drop prediction for higher education students using machine learning
Vasileios Christou, Ioannis G. Tsoulos, Vasileios Loupas, A. Tzallas +5 more
2023Expert systems with applications56 citations
Semantic Scholar
Quantification of Liver Fibrosis—A Comparative Study
Alexandros Bantaloukas-Arjmand, M. Tsipouras, A. Tzallas, R. Forlano +2 more
202052 citations Open access
Semantic Scholar
Analysis of electroencephalographic signals complexity regarding Alzheimer's Disease
Katerina D. Tzimourta, Theodora Afrantou, P. Ioannidis, M. Karatzikou +8 more
2019Computers & electrical engineering48 citations
Semantic Scholar
Machine Learning Algorithms for Epilepsy Detection Based on Published EEG Databases: A Systematic Review
Andreas Miltiadous, Katerina D. Tzimourta, N. Giannakeas, M. Tsipouras +3 more
2023IEEE Access43 citations Open access
Semantic Scholar
Continuous Non-Invasive Glucose Monitoring via Contact Lenses: Current Approaches and Future Perspectives
David Bamgboje, I. Christoulakis, Ioannis Smanis, Gaurav Chavan +7 more
2021Biosensors41 citations Open access
Semantic Scholar
Classification of EEG signals from young adults with dyslexia combining a Brain Computer Interface device and an Interactive Linguistic Software Tool
P. Christodoulides, Andreas Miltiadous, Katerina D. Tzimourta, D. Peschos +8 more
2022Biomedical Signal Processing and Control39 citations
Semantic Scholar
Evaluating the Window Size’s Role in Automatic EEG Epilepsy Detection
Vasileios Christou, Andreas Miltiadous, Ioannis G. Tsoulos, Evangelos Karvounis +5 more
2022Italian National Conference on Sensors36 citations Open access
Semantic Scholar
Assessing Electroencephalography as a Stress Indicator: A VR High-Altitude Scenario Monitored through EEG and ECG
Vasileios Aspiotis, Andreas Miltiadous, Konstantinos Kalafatakis, Katerina D. Tzimourta +5 more
2022Italian National Conference on Sensors33 citations Open access
Semantic Scholar
An Improved Medical Image Compression Method Based on Wavelet Difference Reduction
M. Zerva, Vasileios Christou, N. Giannakeas, A. Tzallas +1 more
2023IEEE Access31 citations Open access
Semantic Scholar
Improving the Accuracy of Low-Cost Sensor Measurements for Freezer Automation
K. Koritsoglou, Vasileios Christou, G. Ntritsos, Georgios Tsoumanis +3 more
2020Italian National Conference on Sensors25 citations Open access
Semantic Scholar
Cognitive Assessment Based on Electroencephalography Analysis in Virtual and Augmented Reality Environments, Using Head Mounted Displays: A Systematic Review
Foteini Gramouseni, Katerina D. Tzimourta, P. Angelidis, N. Giannakeas +1 more
2023Big Data and Cognitive Computing23 citations Open access
Semantic Scholar
A Complementary Dataset of Scalp EEG Recordings Featuring Participants with Alzheimer's Disease, Frontotemporal Dementia, and Healthy Controls, Obtained from Photostimulation EEG
Aimilia Ntetska, Andreas Miltiadous, M. Tsipouras, Katerina D. Tzimourta +9 more
2025International Conference on Data Technologies and Applications18 citations Open access
Semantic Scholar
How natural language processing derived techniques are used on biological data: a systematic review
Emmanouil D. Oikonomou, Petros S. Karvelis, N. Giannakeas, Aristidis Vrachatis +2 more
2024Network Modeling Analysis in Health Informatics and Bioinformatics17 citations Open access
Semantic Scholar
IoT Micro-Blockchain Fundamentals
A. Anagnostakis, N. Giannakeas, M. Tsipouras, E. Glavas +1 more
2021Italian National Conference on Sensors17 citations Open access
Semantic Scholar
Evaluation of the User Adaptation in a BCI Game Environment
Kosmas Glavas, Georgios Prapas, Katerina D. Tzimourta, N. Giannakeas +1 more
2022Applied Sciences16 citations Open access
Semantic Scholar
Enhanced Alzheimer's disease and Frontotemporal Dementia EEG Detection: Combining lightGBM Gradient Boosting with Complexity Features
Andreas Miltiadous, Katerina D. Tzimourta, Vasileios Aspiotis, Theodora Afrantou +4 more
20232023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS)14 citations
Semantic Scholar
An optimized hybrid methodology for non-invasive fetal electrocardiogram signal extraction and monitoring
Theodoros Lampros, Konstantinos Kalafatakis, N. Giannakeas, M. Tsipouras +2 more
2023Array14 citations Open access
Semantic Scholar
Motor Imagery Approach for BCI Game Development
Georgios Prapas, Kosmas Glavas, A. Tzallas, Katerina D. Tzimourta +2 more
2022SouthEast European Design Automation, Computer Engineering, Computer Networks and Social Media Conference14 citations
Semantic Scholar
Empowering Individuals With Disabilities: A 4-DoF BCI Wheelchair Using MI and EOG Signals
Kosmas Glavas, Katerina D. Tzimourta, A. Tzallas, N. Giannakeas +1 more
2024IEEE Access11 citations Open access
Semantic Scholar
Prosthetic reconstruction following resection of lower extremity bone neoplasms: A systematic review and meta-analysis
P. Filis, D. Varvarousis, G. Ntritsos, D. Dimopoulos +4 more
2022Journal of Bone Oncology10 citations Open access
Semantic Scholar
An evolutionary extreme learning machine algorithm for multi-cube unit single-layer neural networks
Vasileios Christou, A. Tzallas, Ch Gogos, M. Tsipouras +2 more
2025Applied Soft Computing8 citations Open access
Semantic Scholar
The Role of Digital Tools in the Timely Diagnosis and Prevention of Acute Exacerbations of COPD: A Comprehensive Review of the Literature
A. Konstantinidis, C. Kyriakopoulos, G. Ntritsos, N. Giannakeas +3 more
2022Diagnostics8 citations Open access
Semantic Scholar
An evolutionary algorithm-based optimization method for the classification and quantification of steatosis prevalence in liver biopsy images
Alexandros Bantaloukas-Arjmand, Vasileios Christou, Ioannis G. Tsoulos, M. Tsipouras +4 more
2021Array8 citations Open access
Semantic Scholar
Transfer Learning versus Custom CNN Architectures in NAFLD Biopsy Images
Alexandros Bantaloukas-Arjmand, Vasileios Christou, A. Tzallas, M. Tsipouras +6 more
2020International Conference on Telecommunications and Signal Processing8 citations
Semantic Scholar
Scalable Consensus Over Finite Capacities in Multiagent IoT Ecosystems
A. Anagnostakis, Charilaos Naxakis, N. Giannakeas, M. Tsipouras +2 more
2023IEEE Internet of Things Journal7 citations
Semantic Scholar
Virtual and Augmented Experience in Virtual Learning Tours
Fotios Bosmos, A. Tzallas, M. Tsipouras, Evripidis Glavas +1 more
2023Inf.7 citations Open access
Semantic Scholar
Heterogeneous hybrid extreme learning machine for temperature sensor accuracy improvement
Vasileios Christou, K. Koritsoglou, G. Ntritsos, Georgios Tsoumanis +4 more
2022Expert systems with applications7 citations
Semantic Scholar
Automatic Hemiplegia Type Detection (Right or Left) Using the Levenberg-Marquardt Backpropagation Method
Vasileios Christou, Alexandros Bantaloukas-Arjmand, D. Dimopoulos, D. Varvarousis +7 more
2022Inf.7 citations Open access
Semantic Scholar
An Ensemble Method for EEG-based Texture Discrimination during Open Eyes Active Touch
Andreas Miltiadous, Vasileios Aspiotis, D. Peschos, Katerina D. Tzimourta +3 more
2024Engineering, Technology & Applied Science Research6 citations Open access
Semantic Scholar
Modelling Hydrocortisone Pharmacokinetics on a Subcutaneous Pulsatile Infusion Replacement Strategy in Patients with Adrenocortical Insufficiency
I. Violaris, Konstantinos Kalafatakis, E. Zavala, Ioannis G. Tsoulos +6 more
2021Pharmaceutics6 citations Open access
Semantic Scholar
Robotic assisted and exoskeleton gait training effect in mental health and fatigue of multiple sclerosis patients. A systematic review and a meta-analysis
V. Christodoulou, D. Varvarousis, G. Ntritsos, D. Dimopoulos +4 more
2024Disability and Rehabilitation5 citations
Semantic Scholar
Rotationplasty outcomes assessed by gait analysis following resection of lower extremity bone neoplasms
P. Filis, D. Varvarousis, G. Ntritsos, D. Dimopoulos +4 more
2023Bone & Joint Open5 citations Open access
Semantic Scholar
Exploring Ensemble Machine Learning Models for Attention and Memory Assesment
Foteini Gramouseni, Georgios Prapas, Christos V. Bellos, P. Angelidis +2 more
2023International Conference on Telecommunications and Signal Processing5 citations
Semantic Scholar
Grammatical Evolution-Based Feature Extraction for Hemiplegia Type Detection
Vasileios Christou, Ioannis G. Tsoulos, Alexandros Bantaloukas-Arjmand, D. Dimopoulos +7 more
2022Signals5 citations Open access
Semantic Scholar
Human Activity Recognition using Machine Learning Techniques
Vasileios Nastos, Alexandros Bantaloukas-Arjmand, Klevis Tsakai, D. Dimopoulos +5 more
2022SouthEast European Design Automation, Computer Engineering, Computer Networks and Social Media Conference5 citations
Semantic Scholar
In vitro antioxidant properties of herb decoction extracts derived from Epirus, Greece
Z. Skaperda, I. Kyriazis, P. Vardakas, Fotios Tekos +3 more
2021International Journal of Functional Nutrition5 citations Open access
Semantic Scholar
Ensemble Convolutional Neural Network Classification for Pancreatic Steatosis Assessment in Biopsy Images
Alexandros Bantaloukas-Arjmand, O. Tsakai, Vasileios Christou, A. Tzallas +7 more
2022Inf.4 citations Open access
Semantic Scholar
Innovations in Proteomic Technologies and Artificial Neural Networks: Unlocking Milk Origin Identification
A. Karamoutsios, Emmanouil D. Oikonomou, C. Voidarou, Lampros Hatzizisis +7 more
2025BioTech3 citations Open access
Semantic Scholar
Personalized Visualization of the Gestures of Parkinson's Disease Patients with Virtual Reality
K. Sakkas, E. Dimitriou, N. Ntagka, N. Giannakeas +3 more
2024Future Internet3 citations Open access
Semantic Scholar
A Comparative Testing of Yolov8-Based Algorithm for Cancer Biopsy Images: Case Study on Pannuke Pan-Cancer Dataset
Panagiotis N. Smyrlis, O. Tsakai, Konstantinos Vogklis, N. Giannakeas +3 more
2023SouthEast European Design Automation, Computer Engineering, Computer Networks and Social Media Conference3 citations
Semantic Scholar
Modelling the COVID-19 pandemic: Focusing on the case of Greece.
I. Violaris, Theodoros Lampros, Konstantinos Kalafatakis, Georgios Ntritsos +6 more
2023Epidemics3 citations Open access
Semantic Scholar

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