Panagiotis Vlamos

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 19

Top Topics

Early Detection

Data Integration

Top Venues

Publications

Konstantinos Lazaros, Dimitris E. Koumadorakis, Panagiotis Vlamos, Aristidis G. Vrahatis
Graph neural network approaches for single-cell data: a recent overview. Neural Comput. Appl. 36 (17) (2024)
Konstantinos Lazaros, Themis P. Exarchos, Ilias Maglogiannis, Panagiotis Vlamos, Aristidis G. Vrahatis
Advancing ScRNA-Seq Data Integration via a Novel Gene Selection Method. AIAI (1) (2024)
Gerasimos Grammenos, Aristidis G. Vrahatis, Panagiotis Vlamos, Dean Palejev, Themis P. Exarchos, Alzheimer's Disease Neuroimaging Initiative
Predicting the Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using an Explainable AI Approach. Inf. 15 (5) (2024)
Dimitris E. Koumadorakis, Georgios N. Dimitrakopoulos, Themis P. Exarchos, Panagiotis Vlamos, Aristidis G. Vrahatis
Integrating Machine Learning and Biological Context for Single-Cell Gene Regulatory Network Inference. AIAI Workshops (2024)
Andreas Avgoustis, Themis P. Exarchos, Aristidis G. Vrahatis, Panagiotis Vlamos
Optimization of Healthcare Process Management Using Machine Learning. AIAI (1) (2024)
Konstantinos Lazaros, Dimitris E. Koumadorakis, Panagiotis Vlamos, Aristidis G. Vrahatis
Graph Neural Network approaches for single-cell data: A recent overview. CoRR (2023)
Aristidis G. Vrahatis, Konstantina Skolariki, Marios G. Krokidis, Konstantinos Lazaros, Themis P. Exarchos, Panagiotis Vlamos
Revolutionizing the Early Detection of Alzheimer's Disease through Non-Invasive Biomarkers: The Role of Artificial Intelligence and Deep Learning. Sensors 23 (9) (2023)
Marios G. Krokidis, Georgios N. Dimitrakopoulos, Themis P. Exarchos, Aristidis G. Vrahatis, Panagiotis Vlamos
Advanced Big Data Analysis for Deciphering the Role of Protein Misfolding and Interactions in the Pathogenesis of Alzheimer's Disease. BigData (2023)
Spyridon Doukakis, Aristidis G. Vrahatis, Themis P. Exarchos, Maria Hadjinicolaou, Panagiotis Vlamos, Chrystalla Mouza
Design, Implementation, and Evaluation of Online Bioinformatics and Neuroinformatics Labs. Int. J. Online Biomed. Eng. 19 (1) (2023)
Konstantinos Lazaros, Panagiotis Vlamos, Aristidis G. Vrahatis
Methods for cell-type annotation on scRNA-seq data: A recent overview. J. Bioinform. Comput. Biol. 21 (5) (2023)
Aristidis G. Vrahatis, Konstantinos Lazaros, Petros Paplomatas, Marios G. Krokidis, Themis P. Exarchos, Panagiotis Vlamos
Applying SCALEX scRNA-Seq Data Integration for Precise Alzheimer's Disease Biomarker Discovery. AIAI Workshops (2023)
Georgios N. Dimitrakopoulos, Konstantinos Lazaros, Marios G. Krokidis, Themis P. Exarchos, Aristidis G. Vrahatis, Panagiotis Vlamos
A Graph-Based Approach to Integrate Large-Scale Drug and Protein Data for Alzheimer's Disease Drug Repurposing. BigData (2023)
Eugenia Papadaki, Themis P. Exarchos, Panagiotis Vlamos, Aristidis G. Vrahatis
A Hybrid Deep Learning model for predicting the early Alzheimer's Disease stages using MRI. SETN (2022)
Marios G. Krokidis, Georgios N. Dimitrakopoulos, Aristidis G. Vrahatis, Themis P. Exarchos, Panagiotis Vlamos
Recent Dimensionality Reduction Techniques for Visualizing High-Dimensional Parkinson's Disease Omics Data. IEEE BigData (2021)
Spyridon Doukakis, Panagiotis Vlamos
Enhancement Programming Skills and Transforming Knowledge of Programming through Neuroeducation Approaches. CoRR (2021)
Konstantina Skolariki, Themis P. Exarchos, Panagiotis Vlamos
Contributing factors to Alzheimer's Disease and biomarker identification techniques. SEEDA-CECNSM (2020)
Aristidis G. Vrahatis, Panagiotis Vlamos, Antigoni Avramouli, Themis P. Exarchos, Maria Gonidi
Pathway Analysis for unraveling Complex Diseases: Current State and Future Perpectives. SEEDA-CECNSM (2020)
Aristidis G. Vrahatis, Panagiotis Vlamos, Maria Gonidi, Maria Sagiadinou, Antigoni Avramouli
Network Biomarkers for Alzheimer's Disease via a Graph-based Approach. SEEDA-CECNSM (2020)
Panagiotis Vlamos, Ilias S. Kotsireas, Dimitrios Vlachakis
Complexity in Medical Informatics. Complex. 2019 (2019)
Kostas Anagnostou, Panagiotis Vlamos
Square AR: Using Augmented Reality for Urban Planning. VS-GAMES (2011)
Athanasios Alexiou, Maria Psixa, Panagiotis Vlamos
Ethical Issues of Artificial Biomedical Applications. EANN/AIAI (2) (2011)