What Are the Challenges of Using HMM in Cancer Research?
Despite its advantages, employing HMMs in cancer research presents several challenges. One major issue is the complexity of cancer as a disease, which involves numerous genetic and environmental factors. Additionally, the need for large datasets to accurately train HMMs can be a limiting factor. Moreover, interpreting the results of HMMs requires significant expertise in both computational biology and oncology.
