Despite its benefits, optimization in toxicology faces several challenges. One major issue is the integration of diverse datasets from various sources. Ensuring data compatibility and consistency is critical for effective analysis. Additionally, there is often a lack of comprehensive data on new or emerging chemicals, which can hinder accurate risk assessments. Ethical considerations, particularly regarding the use of animals in research, also present challenges that must be addressed through innovative solutions.
