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M. Tsipouras · SciRah

Researcher profile · Semantic Scholar

M. Tsipouras

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M. Tsipouras — researcher profile on SciRah

h-index: 38
Works: 206
Citations: 6,112

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
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
High-Throughput, Machine Learning–Based Quantification of Steatosis, Inflammation, Ballooning, and Fibrosis in Biopsies From Patients With Nonalcoholic Fatty Liver Disease
R. Forlano, B. Mullish, N. Giannakeas, James B. Maurice +8 more
2019Clinical Gastroenterology and Hepatology118 citations Open access
Semantic Scholar
Spectral information of EEG signals with respect to epilepsy classification
M. Tsipouras
2019EURASIP Journal on Advances in Signal Processing112 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
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
A Low-Cost Indoor Activity Monitoring System for Detecting Frailty in Older Adults
Thomas I. Tegou, Ilias Kalamaras, M. Tsipouras, N. Giannakeas +2 more
2019Italian National Conference on Sensors45 citations Open access
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
Training of Deep Convolutional Neural Networks to Identify Critical Liver Alterations in Histopathology Image Samples
Alexandros Bantaloukas-Arjmand, C. Angelis, Vasileios Christou, A. Tzallas +5 more
2019Applied Sciences32 citations Open access
Semantic Scholar
Hybrid extreme learning machine approach for heterogeneous neural networks
Vasileios Christou, M. Tsipouras, N. Giannakeas, A. Tzallas +1 more
2018Neurocomputing26 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
Direct Assessment of Alcohol Consumption in Mental State Using Brain Computer Interfaces and Grammatical Evolution
Katerina D. Tzimourta, Ioannis G. Tsoulos, Thanasis Bilero, A. Tzallas +2 more
2018Inventions25 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
Maternal Health Risk Detection: Advancing Midwifery with Artificial Intelligence
Katerina D. Tzimourta, M. Tsipouras, P. Angelidis, Dimitrios G. Tsalikakis +1 more
2025Healthcare22 citations
Semantic Scholar
Methods and Approaches for User Engagement and User Experience Analysis Based on Electroencephalography Recordings: A Systematic Review
Christos V. Bellos, K. Stefanou, A. Tzallas, G. Stergios +1 more
2025Electronics18 citations Open access
Semantic Scholar
Design of a Fuzzy Logic Controller for the Double Pendulum Inverted on a Cart
George S. Maraslidis, T. Kottas, M. Tsipouras, G. Fragulis
2022Inf.18 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
Mind the Move: Developing a Brain-Computer Interface Game with Left-Right Motor Imagery
Georgios Prapas, Kosmas Glavas, Katerina D. Tzimourta, A. Tzallas +1 more
2023Inf.16 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
Deep Learning in Liver Biopsies using Convolutional Neural Networks
Alexandros Bantaloukas-Arjmand, C. Angelis, A. Tzallas, M. Tsipouras +4 more
2019International Conference on Telecommunications and Signal Processing16 citations
Semantic Scholar
Automated Assessment of Pain Intensity Based on EEG Signal Analysis
Panagiotis A. Bonotis, Dimosthenis C. Tsouros, Panagiotis N. Smyrlis, A. Tzallas +3 more
2019International Conferences on Biological Information and Biomedical Engineering15 citations
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
Assessing the Frailty of Older People using Bluetooth Beacons Data
M. Tsipouras, N. Giannakeas, Thomas I. Tegou, Ilias Kalamaras +2 more
20182018 14th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)12 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
Power Supply Technologies for Drones and Machine Vision Applications: A Comparative Analysis and Future Trends
Antonios Pekias, George S. Maraslidis, M. Tsipouras, F. Koumboulis +1 more
2023Telecom11 citations Open access
Semantic Scholar
Connecting the Brain with Augmented Reality: A Systematic Review of BCI-AR Systems
Georgios Prapas, P. Angelidis, Panos Sarigiannidis, Stamatia Bibi +1 more
2024Applied Sciences9 citations Open access
Semantic Scholar
Brain-Computer Interface Controlled Drones: A Systematic Review
Kosmas Glavas, Katerina D. Tzimourta, P. Angelidis, Stamatia Bibi +1 more
2024IEEE Access9 citations Open access
Semantic Scholar
Smart Beds and Bedding Surfaces for Personalized Patient Care: A Review
E. Karvounis, Sofia Polymeni, M. Tsipouras, K. Koritsoglou +1 more
2021SouthEast European Design Automation, Computer Engineering, Computer Networks and Social Media Conference9 citations
Semantic Scholar
Hybrid extreme learning machine approach for homogeneous neural networks
Vasileios Christou, M. Tsipouras, N. Giannakeas, A. Tzallas
2018Neurocomputing9 citations
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
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
Random Forests with Stochastic Induction of Decision Trees
M. Tsipouras, Dimosthenis C. Tsouros, Panagiotis N. Smyrlis, N. Giannakeas +1 more
2018IEEE International Conference on Tools with Artificial Intelligence8 citations
Semantic Scholar
DEMIGOD: A Low-Cost Microcontroller-Based Closed-Loop System Integrating Nanoengineered Sweat-Based Glucose Monitoring and Controlled Transdermal Nanoemulsion Release of Hypoglycemic Treatment with a Software Application for Noninvasive Personalized Diabetes Care
Vasilki Fiska, Eirini Papanikolaou, M. Patila, Mamantos Prodromidis +5 more
2024Micromachines7 citations Open access
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
Utilization of the allen gene expression atlas to gain further insight into glucocorticoid physiology in the adult mouse brain.
Konstantinos Kalafatakis, N. Giannakeas, S. Lightman, I. Charalampopoulos +3 more
2019Neuroscience Letters7 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

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