Researchers have reviewed how combining radiomics with spatial omics can provide a clearer picture of bladder cancer. Radiomics uses medical images to identify large patterns in tumors without invasive procedures. Spatial omics looks at the specific locations of cells and molecules within the tumor area.
By combining these two methods, scientists hope to better understand the immune environment of the cancer. This includes looking at how immune cells are spread out and how they might respond to different treatments. The goal is to move toward more personalized medical strategies for patients.
Because this is a systematic review, it provides a theoretical framework rather than results from a clinical trial. There are still challenges in combining these complex data types and making the models work consistently across different patients. These findings offer a technical outlook for future precision medicine rather than immediate changes to current treatment plans.
