The hidden catalyst for AI breakthroughs in drug discovery
17 Sep 2025
Data Quality
- How do we define acceptable data quality for AI in drug discovery when perfect data is unrealistic?
- Should we prioritize collecting more diverse datasets or focus on rigorous curation of smaller, high-quality datasets?
- What are the promising AI-assisted approaches for detecting errors, normalizing data, and augmenting incomplete datasets?
- How can the industry agree on common data formats, ontologies, and metadata standards without stifling innovation?
Industry Expert
