The Lamarr Institute, b-it, and TüCAD2 have formed a collaborative alliance to accelerate drug discovery using artificial intelligence, focusing specifically on protein kinase inhibitors that could treat cancer, neurological disorders, and autoimmune diseases.
The partnership combines AI expertise in data analysis and machine learning from German research institutions with medicinal chemistry capabilities, utilizing the world's largest academic collection of 12,000 protein kinase inhibitors.
AI technologies are revolutionizing drug discovery by reducing development timelines from 10-15 years and costs reaching billions of dollars, with applications spanning virtual screening, toxicity prediction, and de novo drug design.
The collaboration emphasizes "Explainable AI" to ensure transparency and acceptance in medical applications, addressing the critical need for interpretable machine learning in pharmaceutical research.