10X Genomics – VISIUM SPATIAL
EXPLORE THE POWER OF SPATIAL BIOLOGY
Discover spatial organization of gene expression
The Visium platform enables unbiased molecular profiling of frozen and fixed tissue sections, simple tissue handling, sensitive gene detection, and user-friendly software for visualizing gene expression.

















![Figure 1: Fine-tuning improves robustness and performance jointly. Each foundation model is shown before (open circle) and after (filled circle) fine-tuning. The x-axis is the average PathoROB robustness index over three datasets, where higher values indicate greater robustness; the y-axis is the normalized rank sum over the HEST, THUNDER and Patho-Bench benchmarks, rescaled to [0, 1] so that 1 corresponds to the best achievable performance.](https://www.pathologynews.com/wp-content/uploads/2020/07/embedding-figure-800x600-1.png)





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