81 entries « 2 of 2 »

2023

Lazaros, K.; Vlamos, P.; Vrahatis, A. G.

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.

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Matzakos, N.; Doukakis, S.; Moundridou, M.

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.

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2022

Koumadorakis, D. E.; Krokidis, M. G.; Dimitrakopoulos, G. N.; Vrahatis, A. G.

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.

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Cheirdaris, D.; Krokidis, M. G.; Kasti, M.; Vrahatis, A. G.; Exarchos, T.; Vlamos, P.

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.

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Krokidis, M. G.; Exarchos, T. P.; Avramouli, A.; Vrahatis, A. G.; Vlamos, P.

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.

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Aslanis, I.; Krokidis, M. G.; Dimitrakopoulos, G. N.; Vrahatis, A. G.

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.

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Zoiros, A.; Vrahatis, A.

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.

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Paplomatas, P.; Vlamos, P.; Vrahatis, A. G.

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.

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Dimakopoulos, G. A.; Vrahatis, A. G.; Exarchos, T. P.; Ntanasi, E.; Yannakoulia, M.; Kosmidis, M. H.; others,

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.

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Krokidis, M. G.; Exarchos, T. P.; Vrahatis, A. G.; Tzouvelekis, C.; Drakoulis, D.; Papavassileiou, F.; Vlamos, P.

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.

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Papikinos, T.; Krokidis, M. G.; Vrahatis, A.; Vlamos, P.; Exarchos, T. P.

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.

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Chalkioti, M.; Exarchos, T. P.

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.

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Gerostathi, M.; Doukakis, S.

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.

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Papadopoulou, A.; Doukakis, S.

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.

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Lekati, E.; Doukakis, S.

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.

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Tzouvelekis, C.; Krokidis, M.; Exarchos, T.; Vlamos, P.

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.

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Papadaki, E.; Exarchos, T.; Vlamos, P.; Vrahatis, A.

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.

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Vrahatis, A. G.; Vlamos, P.; Avramouli, A.; Exarchos, T.; Gonidi, M.

Emerging Machine Learning Techniques for Modelling Cellular Complex Systems in Alzheimer’s Proceedings Article

In: GeNeDis 2020: Computational Biology and Bioinformatics, pp. 199, 2022.

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Grammenos, G.; Exarchos, T. P.

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.

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Skolariki, K.; Exarchos, T. P.; Vlamos, P.

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.

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Avramouli, A.; Krokidis, M. G.; Exarchos, T. P.; Vlamos, P.

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.

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Vlachoyiannopoulos, P. G.; Chatzis, L. G.; Goules, A. V.; Argyropoulou, O. D.; Englezopoulou, A.; Stergiou, I.; Voulgarelis, M.; Tsanakas, P.; Exarchos, T.; Gorgoulis, V. V.; Fotiadis, D. I.

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.

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2021

Krokidis, M. G.; Dimitrakopoulos, G.; Vrahatis, A. G.; Exarchos, T. P.; Vlamos, P.

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.

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Krokidis, M. G.

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.

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Krokidis, M. G.; Exarchos, T.; Vlamos, P.

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.

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Kostadimas, D.; Kastampolidou, K.; Andronikos, T.

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.

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Krokidis, M. G.; Exarchos, T. P.; Vlamos, P.

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.

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Doukakis, S.; Alexopoulos, E. C.

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.

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Doukakis, S.; Alexopoulos, E. C.; Niari, M.

The role of educational neuroscience in synchronous online learning Journal Article

In: J. Open Distance Educ. Educ. Technol, vol. 17, pp. 168–183, 2021.

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Voutos, Y.; Godsil, N.; Sotiropoulou, A.; Mylonas, P.; Bouchagier, P.; Exarchos, T.; Martinis, A.; Kabassi, K.

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.

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2020

Buegler, M.; Harms, R. L.; Balasa, M.; Meier, I. B.; Exarchos, T.; Rai, L.; Boyle, R.; Tort, A.; Kozori, M.; Lazarou, E.; Rampini, M.

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.

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81 entries « 2 of 2 »