The future of CancerLinQ looks promising. As more institutions and clinicians adopt the platform, the dataset will continue to grow, enhancing its analytical capabilities. Future developments may include the integration of genomic data, more sophisticated predictive models, and expanded applications in other areas of healthcare. Ultimately, CancerLinQ aims to create a learning healthcare system that continuously evolves to improve cancer care for all patients.