What are the Challenges in Chemoinformatics for Toxicology?
Despite its potential, chemoinformatics faces several challenges: 1. Data Quality: The accuracy of chemoinformatics models depends on the quality of the data. Inconsistent or incomplete data can lead to unreliable predictions. 2. Complexity of Biological Systems: Biological systems are highly complex, and modeling their interactions with chemical compounds can be challenging. 3. Interdisciplinary Knowledge: Effective chemoinformatics requires knowledge in chemistry, biology, and computer science, which can be a barrier for researchers specialized in only one field.
