Panagiotis Vlamos

29 papers B 2C 2Misc 1Journal 13Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Computational analysis of transcriptome data and mapping of functional networks in Parkinson's disease.
Frontiers Bioinform.
Konstantinos Perperidis, Themis P. Exarchos, Aristidis G. Vrahatis, Panagiotis Vlamos, Marios G. Krokidis
2025 J jnl
Mining Humanistic Data with Machine Learning to Improve Open Educational Resources (OER) Engagement.
Int. J. Artif. Intell. Tools
Gerasimos Vonitsanos, Ioanna Moustaka, Spyridon Doukakis, Panagiotis Vlamos
2025 C conf
SwarmICB: A Multi-Agent AI System for Immune Checkpoint Blockage Literature Mining and Research Synthesis and Analysis.
BIBE
Chrysoula Bourtzinakou, Marios G. Krokidis, Themis P. Exarchos, Panagiotis Vlamos, Aristidis G. Vrahatis
2025 C conf
Uncovering Molecular Insights into Blood-Brain Barrier Dysfunction in Alzheimer's Disease.
BIBE
Konstantinos Lazaros, Marios G. Krokidis, Gerasimos Grammenos, Styliani Adam, Themis P. Exarchos, Panagiotis Vlamos, Aristidis G. Vrahatis
2024 — conf
Advancing ScRNA-Seq Data Integration via a Novel Gene Selection Method.
AIAI (1)
Konstantinos Lazaros, Themis P. Exarchos, Ilias Maglogiannis, Panagiotis Vlamos, Aristidis G. Vrahatis
2024 J jnl
Computational Analysis of Marker Genes in Alzheimer's Disease across Multiple Brain Regions.
Inf.
Panagiotis Karanikolaos, Marios G. Krokidis, Themis P. Exarchos, Panagiotis Vlamos
2024 J jnl
Graph neural network approaches for single-cell data: a recent overview.
Neural Comput. Appl.
Konstantinos Lazaros, Dimitris E. Koumadorakis, Panagiotis Vlamos, Aristidis G. Vrahatis
2024 — conf
Integrating Machine Learning and Biological Context for Single-Cell Gene Regulatory Network Inference.
AIAI (Workshops)
Dimitris E. Koumadorakis, Georgios N. Dimitrakopoulos, Themis P. Exarchos, Panagiotis Vlamos, Aristidis G. Vrahatis
2024 — conf
Optimization of Healthcare Process Management Using Machine Learning.
AIAI (1)
Andreas Avgoustis, Themis P. Exarchos, Aristidis G. Vrahatis, Panagiotis Vlamos
2024 J jnl
Predicting the Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using an Explainable AI Approach.
Inf.
Gerasimos Grammenos, Aristidis G. Vrahatis, Panagiotis Vlamos, Dean Palejev, Themis P. Exarchos, Alzheimer's Disease Neuroimaging Initiative
2023 B conf
A Graph-Based Approach to Integrate Large-Scale Drug and Protein Data for Alzheimer's Disease Drug Repurposing.
IEEE Big Data
Georgios N. Dimitrakopoulos, Konstantinos Lazaros, Marios G. Krokidis, Themis P. Exarchos, Aristidis G. Vrahatis, Panagiotis Vlamos
2023 B conf
Advanced Big Data Analysis for Deciphering the Role of Protein Misfolding and Interactions in the Pathogenesis of Alzheimer's Disease.
IEEE Big Data
Marios G. Krokidis, Georgios N. Dimitrakopoulos, Themis P. Exarchos, Aristidis G. Vrahatis, Panagiotis Vlamos
2023 — conf
Applying SCALEX scRNA-Seq Data Integration for Precise Alzheimer's Disease Biomarker Discovery.
AIAI (Workshops)
Aristidis G. Vrahatis, Konstantinos Lazaros, Petros Paplomatas, Marios G. Krokidis, Themis P. Exarchos, Panagiotis Vlamos
2023 J jnl
Challenges and limitations in computational prediction of protein misfolding in neurodegenerative diseases.
Frontiers Comput. Neurosci.
Marios G. Krokidis, Georgios N. Dimitrakopoulos, Aristidis G. Vrahatis, Themis P. Exarchos, Panagiotis Vlamos
2023 J jnl
Design, Implementation, and Evaluation of Online Bioinformatics and Neuroinformatics Labs.
Int. J. Online Biomed. Eng.
Spyridon Doukakis, Aristidis G. Vrahatis, Themis P. Exarchos, Maria Hadjinicolaou, Panagiotis Vlamos, Chrystalla Mouza
2023 J jnl
Exploring gene-drug interactions for personalized treatment of post-traumatic stress disorder.
Frontiers Comput. Neurosci.
Konstantina Skolariki, Panagiotis Vlamos
2023 J jnl
Graph Neural Network approaches for single-cell data: A recent overview.
CoRR
Konstantinos Lazaros, Dimitris E. Koumadorakis, Panagiotis Vlamos, Aristidis G. Vrahatis
2023 J jnl
Methods for cell-type annotation on scRNA-seq data: A recent overview.
J. Bioinform. Comput. Biol.
Konstantinos Lazaros, Panagiotis Vlamos, Aristidis G. Vrahatis
2023 J jnl
Revolutionizing the Early Detection of Alzheimer's Disease through Non-Invasive Biomarkers: The Role of Artificial Intelligence and Deep Learning.
Sensors
Aristidis G. Vrahatis, Konstantina Skolariki, Marios G. Krokidis, Konstantinos Lazaros, Themis P. Exarchos, Panagiotis Vlamos
2022 — conf
A Hybrid Deep Learning model for predicting the early Alzheimer's Disease stages using MRI.
SETN
Eugenia Papadaki, Themis P. Exarchos, Panagiotis Vlamos, Aristidis G. Vrahatis
2021 J jnl
Enhancement Programming Skills and Transforming Knowledge of Programming through Neuroeducation Approaches.
CoRR
Spyridon Doukakis, Panagiotis Vlamos
2021 — conf
Recent Dimensionality Reduction Techniques for Visualizing High-Dimensional Parkinson's Disease Omics Data.
IEEE BigData
Marios G. Krokidis, Georgios N. Dimitrakopoulos, Aristidis G. Vrahatis, Themis P. Exarchos, Panagiotis Vlamos
2020 — ed.
Brain Function Assessment in Learning - Second International Conference, BFAL 2020, Heraklion, Crete, Greece, October 9-11, 2020, Proceedings
BFAL
Claude Frasson, Panagiotis D. Bamidis, Panagiotis Vlamos
2020 — conf
Contributing factors to Alzheimer's Disease and biomarker identification techniques.
SEEDA-CECNSM
Konstantina Skolariki, Themis P. Exarchos, Panagiotis Vlamos
2020 — conf
Network Biomarkers for Alzheimer's Disease via a Graph-based Approach.
SEEDA-CECNSM
Aristidis G. Vrahatis, Panagiotis Vlamos, Maria Gonidi, Maria Sagiadinou, Antigoni Avramouli
2020 — conf
Pathway Analysis for unraveling Complex Diseases: Current State and Future Perpectives.
SEEDA-CECNSM
Aristidis G. Vrahatis, Panagiotis Vlamos, Antigoni Avramouli, Themis P. Exarchos, Maria Gonidi
2019 J jnl
Complexity in Medical Informatics.
Complex.
Panagiotis Vlamos, Ilias S. Kotsireas, Dimitrios Vlachakis
2011 Misc conf
Ethical Issues of Artificial Biomedical Applications.
AIAI
Athanasios Alexiou, Maria Psixa, Panagiotis Vlamos
2011 — conf
Square AR: Using Augmented Reality for Urban Planning.
VS-GAMES
Kostas Anagnostou, Panagiotis Vlamos