Proprietary algorithms are specialized, privately-owned computational methods designed to process and analyze complex data sets. In the context of cancer research and treatment, these algorithms are often utilized for tasks such as genomic sequencing, biomarker discovery, and predictive modeling. These algorithms are typically protected by patents or trade secrets, ensuring that the intellectual property remains exclusive to the developing entity.