What Challenges are Associated with Data Integration in Toxicology?
Data integration in toxicology faces several challenges, including:
Data Quality: Variability in data quality and completeness can affect the reliability of integrated analyses. Data Compatibility: Differences in formats, units, and methodologies can complicate integration efforts. Interdisciplinary Collaboration: Successful integration requires collaboration across disciplines, which can be challenging to coordinate. Privacy and Security: Protecting sensitive data, especially in human studies, is a critical concern.
