3.3 Screening of hub secretory genes for DN by machine algorithms. Venn diagram illustrating common genes across algorithms, filtering for 17 potential secretory genes that may be functionally ...

By using machine learning algorithms (LASSO, RF, and SVM-RFE) and the Venn diagram, two overlapping genes (PRKAR2B and TGFBI) were finally determined as potential biomarkers, which were further ...

Venn’s diagrams were crucial in understanding this. And this area of science is still important, for example when considering the limitations of machine learning and AI, where we may ask ...