It was an AI company during the AI winter, so we couldn't say "AI". Instead, "Bioreason provides information technology that uses data mining and computational intelligence techniques to extract drug discovery knowledge from massive amounts of data."
- 97% accuracy on disease pathway prediction - 80-88% on variant effect prediction - 15%+ gains over DNA-only or LLM-only models - Tested on 87K+ genomic variants from ClinVar + KEGG pathways
Step-by-step biological reasoning instead of black box predictions. Makes genomic AI interpretable.
Webpage: https://bowang-lab.github.io/BioReason Paper: https://arxiv.org/abs/2505.23579
It was an AI company during the AI winter, so we couldn't say "AI". Instead, "Bioreason provides information technology that uses data mining and computational intelligence techniques to extract drug discovery knowledge from massive amounts of data."