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. 2025 Jul 29;14(3):58. doi: 10.3390/biotech14030058
Pathway Analysis A method for identifying biological pathways enriched with differentially expressed genes or proteins in datasets.
Dimensionality Reduction Techniques used to visualize high-dimensional data in simpler forms for clearer pathway analysis.
Pathway Redundancy The occurrence of overlapping or repeated pathways in analysis, which can complicate interpretation and reduce clarity.
Embedding-Based Methods Computational approaches that represent biological pathways as high-dimensional numerical vectors for analysis.
Semantic Similarity A metric that quantifies the functional similarity between different biological terms or pathways.
Network-Based Analysis A method that visualizes relationships between pathways as interconnected networks, highlighting shared functions or genes.