| 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. |