What Challenges Does Open Data Face in Toxicology?
While open data initiatives have numerous benefits, they also face challenges:
Data Privacy: Handling sensitive data, especially involving human subjects, requires strict privacy safeguards. Standardization: Diverse data formats and lack of uniform standards can hinder data integration and analysis. Data Quality: Ensuring the accuracy and reliability of data is crucial for valid scientific conclusions.
