Aristidis G. Vrahatis
Ionian University(GR)
Publications by Year
Research Areas
Single-cell and spatial transcriptomics, Bioinformatics and Genomic Networks, Gene Regulatory Network Analysis, Gene expression and cancer classification, Machine Learning in Healthcare
Most-Cited Works
- → Graph Attention Networks: A Comprehensive Review of Methods and Applications(2024)144 cited
- → Revolutionizing the Early Detection of Alzheimer’s Disease through Non-Invasive Biomarkers: The Role of Artificial Intelligence and Deep Learning(2023)134 cited
- → AlphaFold3: An Overview of Applications and Performance Insights(2025)70 cited
- → COVID-19 Classification on Chest X-ray Images Using Deep Learning Methods(2023)55 cited
- → Pathway analysis using XGBoost classification in Biomedical Data(2018)42 cited
- → Federated Learning: Navigating the Landscape of Collaborative Intelligence(2024)41 cited
- → CHRONOS: a time-varying method for microRNA-mediated subpathway enrichment analysis(2015)34 cited
- → A Network-Based Perspective in Alzheimer's Disease: Current State and an Integrative Framework(2018)33 cited
- → DEsubs: an R package for flexible identification of differentially expressed subpathways using RNA-seq experiments(2016)33 cited
- → Convolutional Neural Networks for Toxic Comment Classification(2018)28 cited