Konstantinos Lazaros
University of Patras(GR)Ionian University(GR)
Publications by Year
Research Areas
Single-cell and spatial transcriptomics, Neuroinflammation and Neurodegeneration Mechanisms, Gene expression and cancer classification, Machine Learning in Healthcare, Dementia and Cognitive Impairment Research
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
- → Federated Learning: Navigating the Landscape of Collaborative Intelligence(2024)41 cited
- → Non-Invasive Biomarkers in the Era of Big Data and Machine Learning(2025)19 cited
- → Graph neural network approaches for single-cell data: a recent overview(2024)17 cited
- → Exploring Promising Biomarkers for Alzheimer’s Disease through the Computational Analysis of Peripheral Blood Single-Cell RNA Sequencing Data(2023)10 cited
- → Machine Learning Analysis of Alzheimer’s Disease Single-Cell RNA-Sequencing Data across Cortex and Hippocampus Regions(2023)9 cited
- → A comprehensive review on zero-shot-learning techniques(2024)4 cited
- → Methods for cell-type annotation on scRNA-seq data: A recent overview(2023)3 cited