Recent Dimensionality Reduction Techniques for Visualizing High-Dimensional Parkinson's Disease Omics Data. - Marios G. Krokidis; Georgios N. Dimitrakopoulos; Aristidis G. Vrahatis; Themis P. Exarchos; Panagiotis Vlamos (IEEE BigData, 2021)

A Sensor-Based Perspective in Early-Stage Parkinson's Disease: Current State and the Need for Machine Learning Processes. - Marios G. Krokidis; Georgios N. Dimitrakopoulos; Aristidis G. Vrahatis; Christos Tzouvelekis; Dimitrios Drakoulis; Foteini Papavassileiou; Themis P. Exarchos; Panayiotis M. Vlamos (Sensors, 2022)

A Graph-Based Approach to Integrate Large-Scale Drug and Protein Data for Alzheimer's Disease Drug Repurposing. - Georgios N. Dimitrakopoulos; Konstantinos Lazaros; Marios G. Krokidis; Themis P. Exarchos; Aristidis G. Vrahatis; Panagiotis Vlamos (IEEE Big Data, 2023)

Advanced Big Data Analysis for Deciphering the Role of Protein Misfolding and Interactions in the Pathogenesis of Alzheimer's Disease. - Marios G. Krokidis; Georgios N. Dimitrakopoulos; Themis P. Exarchos; Aristidis G. Vrahatis; Panagiotis Vlamos (IEEE Big Data, 2023)

Applying SCALEX scRNA-Seq Data Integration for Precise Alzheimer's Disease Biomarker Discovery. - Aristidis G. Vrahatis; Konstantinos Lazaros; Petros Paplomatas; Marios G. Krokidis; Themis P. Exarchos; Panagiotis Vlamos (AIAI (Workshops), 2023)

Challenges and limitations in computational prediction of protein misfolding in neurodegenerative diseases. - Marios G. Krokidis; Georgios N. Dimitrakopoulos; Aristidis G. Vrahatis; Themis P. Exarchos; Panagiotis Vlamos (Frontiers Comput. Neurosci., 2023)

Revolutionizing the Early Detection of Alzheimer's Disease through Non-Invasive Biomarkers: The Role of Artificial Intelligence and Deep Learning. - Aristidis G. Vrahatis; Konstantina Skolariki; Marios G. Krokidis; Konstantinos Lazaros; Themis P. Exarchos; Panagiotis Vlamos (Sensors, 2023)

Computational Analysis of Marker Genes in Alzheimer's Disease across Multiple Brain Regions. - Panagiotis Karanikolaos; Marios G. Krokidis; Themis P. Exarchos; Panagiotis Vlamos (Inf., 2024)