2025
An AI Ethics ‘Footprint’ for a ‘Do Good’ AI in Healthcare Contexts: Policy and Regulatory Considerations Proceedings Article
In: IFIP International Conference on Artificial Intelligence Applications and Innovations, pp. 17–24, Springer Nature Switzerland 2025.
AI agents in Alzheimer's Disease Management: Challenges and Future Directions Journal Article
In: Frontiers in Aging Neuroscience, vol. 17, pp. 1735892, 2025.
Computational analysis of transcriptome data and mapping of functional networks in Parkinson’s disease Journal Article
In: Frontiers in Bioinformatics, vol. 5, pp. 1690229, 2025.
Geographic Distribution and Future Projections of Mild Cognitive Impairment and Dementia in Greece: Analysis from 1991 to 2050 Journal Article
In: Brain Sciences, vol. 15, no. 6, pp. 661, 2025.
5-year dementia prediction and decision support system based on real-world data Journal Article
In: Frontiers in Aging Neuroscience, vol. 17, pp. 1670609, 2025.
Pilot study of the Greek Interventional Geriatric Initiative to Prevent Cognitive Impairment and Disability in individuals with subjective cognitive decline: paving the way towards brain health clinics in Greece Journal Article
In: Frontiers in Psychiatry, vol. 16, pp. 1514227, 2025.
Integrating Machine Learning and Biological Context for Single-Cell Gene Regulatory Network Inference Journal Article
In: International Journal on Artificial Intelligence Tools, 2025.
A deep learning-based model for drug-target affinity prediction with application to drug repurposing and virtual drug screening Journal Article
In: Discover Pharmaceutical Sciences, vol. 1, no. 1, pp. 1–14, 2025.
AlphaFold3: an overview of applications and performance insights Journal Article
In: International Journal of Molecular Sciences, vol. 26, no. 8, pp. 3671, 2025.
Wearable EEG Sensor Analysis for Cognitive Profiling in Educational Contexts Journal Article
In: Sensors, vol. 25, no. 20, pp. 6446, 2025.
Leveraging Gene Expression Data for Drug Repurposing in Schizophrenia: A Signature Reversion Approach Journal Article
In: Drugs and Drug Candidates, vol. 4, no. 4, pp. 49, 2025.
Exploring Protein Misfolding in Amyotrophic Lateral Sclerosis: Structural and Functional Insights Journal Article
In: Biomedicines, vol. 13, no. 5, pp. 1146, 2025.
Non-invasive biomarkers in the era of big data and machine learning Journal Article
In: Sensors, vol. 25, no. 5, pp. 1396, 2025.
Artificial Intelligence in Healthcare: How to Develop and Implement Safe, Ethical and Trustworthy AI Systems Journal Article
In: AI, vol. 6, no. 6, pp. 116, 2025.
Artificial intelligence (AI) in health systems: introducing a ‘Do Good’ approach Journal Article
In: AI and Ethics, pp. 1–19, 2025.
Immune System Involvement and Therapeutic Targets in Alzheimer's Disease: Insights from Transcriptomic Proceedings Article
In: GeNeDIS 2024: Neuroscience and Neurodegenerative Disorders, pp. 421, Springer, 2025.
A Multivariable Mathematical Model of Conductivity, β-Amyloid and T-Protein Dynamics in Alzheimer’s Disease Progression Journal Article
In: Mathematics, vol. 13, no. 22, pp. 3724, 2025.
A Mathematical Model for the Variation of Cerebral Electrical Conductivity and the Amount of β-Amyloid Protein Values Due to Alzheimer’s Disease Journal Article
In: Brain Sciences, vol. 15, no. 12, pp. 1313, 2025.
Mining Humanistic Data with Machine Learning to Improve Open Educational Resources (OER) Engagement Journal Article
In: International Journal on Artificial Intelligence Tools, pp. 2540005, 2025.
2024
Predicting the Conversion from Mild Cognitive Impairment to Alzheimer’s Disease Using an Explainable AI Approach Journal Article
In: Information, vol. 15, no. 5, pp. 249, 2024.
Lipidomic Analysis of Plasma Extracellular Vesicles Derived from Alzheimer’s Disease Patients Journal Article
In: Cells, vol. 13, no. 8, pp. 702, 2024.
Machine Learning Analysis of Genomic Factors Influencing Hyperbaric Oxygen Therapy in Parkinson’s Disease Journal Article
In: BioMedInformatics, vol. 4, no. 1, pp. 127–138, 2024.
Graph neural network approaches for single-cell data: a recent overview Journal Article
In: Neural Computing and Applications, pp. 1–25, 2024.
Genetic Optimization in Uncovering Biologically Meaningful Gene Biomarkers for Glioblastoma Subtypes Journal Article
In: BioMedInformatics, vol. 4, no. 1, pp. 811–822, 2024.
Challenges and limitations in computational prediction of protein misfolding in neurodegenerative diseases Journal Article
In: Frontiers in Computational Neuroscience, vol. 17, pp. 1323182, 2024.
Lip-Reading Advancements: A 3D Convolutional Neural Network/Long Short-Term Memory Fusion for Precise Word Recognition Journal Article
In: BioMedInformatics, vol. 4, no. 1, pp. 410–422, 2024.
Predicting stress levels using physiological data: Real-time stress prediction models utilizing wearable devices Journal Article
In: AIMS Neuroscience, vol. 11, no. 2, pp. 76–102, 2024.
Regional and national heatmaps of dementia and mild cognitive impairment over time in Greece: Recent past and current status along with predictions for 2035 and 2050 Journal Article
In: Alzheimer's & Dementia, vol. 20, pp. e085053, 2024.
2023
A Graph-Based Approach to Integrate Large-Scale Drug and Protein Data for Alzheimer’s Disease Drug Repurposing Proceedings Article
In: 2023 IEEE International Conference on Big Data (BigData), pp. 4584–4587, IEEE, 2023.
Advanced Big Data Analysis for Deciphering the Role of Protein Misfolding and Interactions in the Pathogenesis of Alzheimer’s Disease Proceedings Article
In: 2023 IEEE International Conference on Big Data (BigData), pp. 4614–4617, IEEE, 2023.
Precision Education Through the Eyes of Humanistic Teaching in the L2 Classroom Proceedings Article
In: 2023 8th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM), pp. 1–6, IEEE, 2023.
The Use of Mobile Applications in the L2 Learning Classroom: Is it Worth the While? Proceedings Article
In: Interactive Mobile Communication, Technologies and Learning, pp. 281–289, Springer Nature Switzerland, 2023.
Application of Mobile EEG for Cognitive Testing in Neurodevelopmental Disorders Proceedings Article
In: Exploratory Learning in the Digital Age (CELDA 2023), pp. 397, 2023.
Finite Element Analysis of Patient-Specific Heart Model with Simulated Aortic Stenosis Proceedings Article
In: 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE), pp. 315–319, IEEE Computer Society, 2023.
Applying SCALEX scRNA-Seq Data Integration for Precise Alzheimer’s Disease Biomarker Discovery Proceedings Article
In: IFIP International Conference on Artificial Intelligence Applications and Innovations, pp. 294–302, Springer Nature Switzerland, 2023.
pCCI: A machine learning patient-centric cell-cell interactions framework for cancer subtype classification Proceedings Article
In: 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 910–913, IEEE, 2023.
Boosting the performance of MALT lymphoma classification in patients with primary Sjögren’s Syndrome through data augmentation: a case study Proceedings Article
In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), pp. 1–4, IEEE, 2023.
Machine Learning Analysis of Alzheimer’s Disease Single-Cell RNA-Sequencing Data across Cortex and Hippocampus Regions Journal Article
In: Current Issues in Molecular Biology, vol. 45, no. 11, pp. 8652–8669, 2023.
Drug and Protein Interaction Network Construction for Drug Repurposing in Alzheimer’s Disease Journal Article
In: Future Pharmacology, vol. 3, no. 4, pp. 731–741, 2023.
The RODI mHealth app Insight: Machine-Learning-Driven Identification of Digital Indicators for Neurodegenerative Disorder Detection Journal Article
In: Healthcare, vol. 11, no. 22, pp. 2985, 2023.
A Gene Selection Strategy for Enhancing Single-Cell RNA-Seq Data Integration Journal Article
In: Engineering Proceedings, vol. 50, no. 1, pp. 12, 2023.
In silico structural analysis exploring conformational folding of protein variants in Alzheimer’s disease Journal Article
In: International Journal of Molecular Sciences, vol. 24, no. 17, pp. 13543, 2023.
Design, Implementation, and Evaluation of Online Bioinformatics and Neuroinformatics Labs Journal Article
In: International Journal of Online & Biomedical Engineering, vol. 19, no. 1, 2023.
Revolutionizing the early detection of Alzheimer’s disease through non-invasive biomarkers: the role of artificial intelligence and deep learning Journal Article
In: Sensors, vol. 23, no. 9, pp. 4184, 2023.
Lineage Plasticity and Stemness Phenotypes in Prostate Cancer: Harnessing the Power of Integrated “Omics” Approaches to Explore Measurable Metrics Journal Article
In: Cancers, vol. 15, no. 17, pp. 4357, 2023.
Candidate measures of lineage plasticity in aggressive phenotypes of prostate cancer Journal Article
In: Cancer Research, vol. 83, no. 7_Supplement, pp. 142–142, 2023.
COVID-19 classification on chest X-ray images using deep learning methods Journal Article
In: International Journal of Environmental Research and Public Health, vol. 20, no. 3, pp. 2035, 2023.
Assessing and modelling of post-traumatic stress disorder using molecular and functional biomarkers Journal Article
In: Biology, vol. 12, no. 8, pp. 1050, 2023.
Exploring Promising Biomarkers for Alzheimer’s Disease through the Computational Analysis of Peripheral Blood Single-Cell RNA Sequencing Data Journal Article
In: Applied Sciences, vol. 13, no. 9, pp. 5553, 2023.
An ensemble feature selection approach for analysis and modeling of transcriptome data in Alzheimer’s disease Journal Article
In: Applied Sciences, vol. 13, no. 4, pp. 2353, 2023.