AI for Drug Discovery
This working group aims to create a world-class research community that harnesses the potential of AI foundation models, transforms the field of drug discovery, and accelerates scientific progress by driving interdisciplinary collaboration on AI-powered drug discovery projects in the open.
Interim co-leads
- Jianying Hu, IBM Research
- Michal Rosen-Zvi, IBM Research
- Heidi Dempsey, Red Hat
- Feixiong Cheng, Cleveland Clinic
- Diane Joseph-McCarthy, Boston University
- Yannis Paschalidis, Boston University
Projects
Open-source resources:
- biomed.sm.mv-te-84m (Hugging Face, GitHub)
- biomed.omics.bl.sm.ma-ted-458m (Hugging Face, GitHub)
Manuscripts on arXiv:
- Multi-view biomedical foundation models for molecule-target and property prediction (for biomed.sm.mv-te-84m)
Agenda
We invite you to be part of our vibrant community of innovators, researchers, and industry experts who share a common goal: to develop safe, scientifically reliable, and accessible AI-powered tools for drug discovery.
We're looking for contributors and leaders:
- Developers: Join our team of experts who can build and evaluate multi-modal foundation models, ensuring they are safe, reliable, and scientifically grounded
- Technology adopters: We invite curious innovators to test, refine, and expand our AI models for drug discovery, biologics, and molecule applications
- Enablers: Share your expertise in teaching others how to implement AI in drug discovery applications and help us scale our efforts and promote open innovation
- Advocates: Join our community of supporters who champion open innovation and accelerate the development of AI-powered drug discovery tools, driving broader benefits, addressing scientific and ethical challenges, and fostering a thriving ecosystem
Your input is crucial in shaping the future of AI-powered drug discovery. Join our community, get involved and build the future of open innovation AI with us!
Other resources
- Mailing list https://lp.constantcontactpages.com/sl/X1sVJMR
- IBM Biomedical Foundation Models https://research.ibm.com/projects/biomedical-foundation-models
Meeting schedule
TBD
Frequently Asked Questions (FAQ)
- How can I stay informed about future events and activities? Please subscribe to the AI for Drug Discovery Open Innovation Forum mailing list, and we will keep you in the loop.
- How can my organization join the AI Alliance as an organizational member? Please send a message via our contact form. Thanks!
- How can I join as an individual contributor? Please complete the working group application form. Thanks!
- How do I get access to the AI Alliance Slack? Once your application – as an organization or individual member – has been reviewed and approved, you will be invited to the AI Alliance Slack and receive additional instructions how to join our community.