2023
Methods for cell-type annotation on scRNA-seq data: A recent overview Journal Article
In: Journal of Bioinformatics and Computational Biology, pp. 2340002–2340002, 2023.
Learning mathematics with large language models: A comparative study with computer algebra systems and other tools Journal Article
In: International Journal of Emerging Technologies in Learning (iJET), vol. 18, no. 20, pp. 51–71, 2023.
2022
A Consensus Gene Regulatory Network for Neurodegenerative Diseases Using Single-Cell RNA-Seq Data Proceedings Article
In: Worldwide Congress on “Genetics, Geriatrics and Neurodegenerative Diseases Research" (GeNeDis), pp. 215–224, Springer International Publishing, 2022.
Setting Up a Bio-AFM to Study Protein Misfolding in Neurodegenerative Diseases Proceedings Article
In: Worldwide Congress on “Genetics, Geriatrics and Neurodegenerative Diseases Research" (GeNeDis), pp. 1–10, Springer International Publishing, 2022.
Computational and Functional Insights of Protein Misfolding in Neurodegeneration Proceedings Article
In: Worldwide Congress on “Genetics, Geriatrics and Neurodegenerative Diseases Research" (GeNeDis), pp. 201–206, Springer International Publishing, 2022.
Identifying Network Biomarkers for Alzheimer’s Disease Using Single-Cell RNA Sequencing Data Proceedings Article
In: Worldwide Congress on “Genetics, Geriatrics and Neurodegenerative Diseases Research" (GeNeDis), pp. 207–214, Springer International Publishing, 2022.
Effective Preprocessing of Single-Cell RNA-Seq for Unravelling Alzheimer’s Disease Signatures Proceedings Article
In: Worldwide Congress on “Genetics, Geriatrics and Neurodegenerative Diseases Research" (GeNeDis), pp. 251–256, Springer International Publishing, 2022.
A Comparison of the Various Methods for Selecting Features for Single-Cell RNA Sequencing Data in Alzheimer’s Disease Proceedings Article
In: Worldwide Congress on “Genetics, Geriatrics and Neurodegenerative Diseases Research" (GeNeDis), pp. 241–246, Springer International Publishing, 2022.
Application of Machine Learning Techniques in the HELIAD Study Data for the Development of Diagnostic Models in MCI and Dementia Proceedings Article
In: Worldwide Congress on “Genetics, Geriatrics and Neurodegenerative Diseases Research" (GeNeDis), pp. 187–192, Springer International Publishing, 2022.
A Sensor-Based Platform for Early-Stage Parkinson’s Disease Monitoring Proceedings Article
In: Worldwide Congress on “Genetics, Geriatrics and Neurodegenerative Diseases Research" (GeNeDis), pp. 23–29, Springer International Publishing, 2022.
Signature-Based Computational Drug Repurposing for Amyotrophic Lateral Sclerosis Proceedings Article
In: Worldwide Congress on “Genetics, Geriatrics and Neurodegenerative Diseases Research" (GeNeDis), pp. 201–211, Springer International Publishing, 2022.
A Mobile Application for Supporting and Monitoring Elderly Population to Perform the Interventions of the FINGER Study Proceedings Article
In: Worldwide Congress on “Genetics, Geriatrics and Neurodegenerative Diseases Research" (GeNeDis), pp. 167–173, Springer International Publishing, 2022.
Proposal for Monitoring Students’ Self-Efficacy Using Neurophysiological Measures and Self-Report Scales Proceedings Article
In: Worldwide Congress on “Genetics, Geriatrics and Neurodegenerative Diseases Research" (GeNeDis), pp. 635–643, Springer International Publishing, 2022.
Proposal for Investigating Self-Efficacy in Mathematics Using a Portable EEG System Proceedings Article
In: Worldwide Congress on “Genetics, Geriatrics and Neurodegenerative Diseases Research" (GeNeDis), pp. 117–124, Springer International Publishing, 2022.
Neuroeducation and Mathematics: The Formation of New Educational Practices Proceedings Article
In: Worldwide Congress on “Genetics, Geriatrics and Neurodegenerative Diseases Research" (GeNeDis), pp. 91–96, Springer International Publishing, 2022.
Development of a Protein Biochip Platform for Parkinson’s Disease Proceedings Article
In: GeNeDis 2020: Computational Biology and Bioinformatics, pp. 175–179, Springer International Publishing, 2022.
A Hybrid Deep Learning model for predicting the early Alzheimer’s Disease stages using MRI Proceedings Article
In: Proceedings of the 12th Hellenic Conference on Artificial Intelligence, pp. 1–6, 2022.
Emerging Machine Learning Techniques for Modelling Cellular Complex Systems in Alzheimer’s Proceedings Article
In: GeNeDis 2020: Computational Biology and Bioinformatics, pp. 199, 2022.
Pressure Prediction on Mechanical Ventilation Control Using Bidirectional Long-Short Term Memory Neural Networks Proceedings Article
In: Worldwide Congress on “Genetics, Geriatrics and Neurodegenerative Diseases Research" (GeNeDis), pp. 31–40, Springer International Publishing, 2022.
Computational Models for Biomarker Discovery Proceedings Article
In: Worldwide Congress on “Genetics, Geriatrics and Neurodegenerative Diseases Research" (GeNeDis), pp. 289–295, Springer International Publishing, 2022.
In Silico Structural Analysis Predicting the Pathogenicity of PLP1 Mutations in Multiple Sclerosis Journal Article
In: Brain Sciences, vol. 13, no. 1, pp. 42, 2022.
Patient-centered approaches for patients with systemic autoimmune rheumatic diseases: development and evolution Journal Article
In: Expert Review of Clinical Immunology, vol. 18, no. 2, pp. 125–133, 2022.
2021
Recent Dimensionality Reduction Techniques for Visualizing High-Dimensional Parkinson’s Disease Omics Data Proceedings Article
In: 2021 IEEE International Conference on Big Data (Big Data), pp. 4460–4463, IEEE, 2021.
Biomarker-driven analysis using high-throughput approaches in neuroinflammation and neurodegenerative diseases Proceedings Article
In: GeNeDis 2020: Genetics and Neurodegenerative Diseases, pp. 51–58, Springer International Publishing, 2021.
Bioinformatics approaches for parkinson’s disease in clinical practice: Data-driven biomarkers and pharmacological treatment Proceedings Article
In: GeNeDis 2020: Computational Biology and Bioinformatics, pp. 193–198, Springer International Publishing, 2021.
Correlation of biological and computer viruses through evolutionary game theory Proceedings Article
In: 2021 16th International Workshop on Semantic and Social Media Adaptation & Personalization (SMAP), pp. 1–6, IEEE, 2021.
Data-driven biomarker analysis using computational omics approaches to assess neurodegenerative disease progression Journal Article
In: Math Biosci Eng, vol. 18, pp. 1813–1832, 2021.
Online learning, educational neuroscience and knowledge transformation opportunities for secondary education students Journal Article
In: Journal of Higher Education Theory and Practice, vol. 21, no. 3, 2021.
The role of educational neuroscience in synchronous online learning Journal Article
In: J. Open Distance Educ. Educ. Technol, vol. 17, pp. 168–183, 2021.
Capturing and Evaluating the Effects of the Expansive Species Ailanthus altissima on Agro-Ecosystems on the Ionian Islands Journal Article
In: Engineering Proceedings, vol. 9, no. 1, pp. 19, 2021.
2020
Digital biomarker‐based individualized prognosis for people at risk of dementia Journal Article
In: Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring, vol. 12, no. 1, pp. e12073, 2020.