top of page
November 17th, 2020
— Welcome and Opening Remarks
11:00-11:05am | Marinka Zitnik |
11:05-11:25am | Marinka Zitnik and Jure Leskovec |
— Models, Inference, Algorithms (Part 1)
11:25-12:00pm | Djork-Arné Clevert | Proteochemometric Modeling
for
|
COVID-19 Drug Repurposing | ||
12:00-12:35pm | Albert-László Barabási | Network Medicine: From Cellular Networks |
to Drug Repurposing for COVID-19 |
— Scaling Up, Keynote Presentation
12:35-1:25pm | Nevan Krogan | Studying SARS-CoV-2 Through An |
International Collaboration | ||
1:25-2:00pm | Vijay Pande | AI is Industrializing Discovery: Speeding |
Drugs to Market in a Pandemic |
— From Laboratory to Patient Care, Molecular Mechanisms, Health Policy and Management
2:30-3:05pm | Ziad Obermeyer | Finding the Right Labels |
3:05-3:40pm | Sergio Baranzini | Using Knowledge Networks for Drug Repurposing |
3:40-4:15pm | Kevin Grimes | Challenges for Academics in Advancing Repurposed |
Candidates to the Clinic | ||
4:15-4:50pm | Qi Liu | Connecting Hydroxychloroquine in Vitro Antiviral |
Activity to in Vivo Concentration For | ||
Prediction of Antiviral Effects |
November 18th, 2020
— Welcome
10:30-10:35am | Jure Leskovec |
— Molecule Generation, Synthetic Biology, Keynote Presentation
10:35-11:10am | Regina Barzilay | Modeling Drug Combinations based on |
Molecular Structures and Biological Targets | ||
11:10-12:00pm | James Collins | Harnessing Synthetic Biology And |
Deep Learning to Fight Pandemics |
— Models, Inference, Algorithms (Part 2)
12:00-12:35pm | Michael Bronstein | Geometric Deep Learning for |
Functional Protein Design | ||
12:35-1:10pm | Jan Baumbach | From Covid-19 Systems Medicine |
To Privacy-preserving AI | ||
1:10-1:45pm | Andreas Bender | Using Chemical and Biological Data |
To Repurpose Drugs? Approaches, | ||
Opportunities and Pitfalls |
— Systems Biology, Target Identification, Safety and Toxicity, Virology
1:45-2:00pm | Kexin Huang, Tianfan | Therapeutics Data Commons |
Fu, Wenhao Gao, | ||
Yue Zhao |
2:00-2:35pm | Joseph Loscalzo | Network Strategies for Drug Repurposing |
for Future Pandemics | ||
2:35-3:10pm | Anand Chokkalingam | Leveraging Real-World Data During a Pandemic to |
Speed Development of Remdesivir for COVID-19 | ||
3:10-3:45pm | Robert Gentleman | Unraveling Host Genetics for Target Discovery |
3:45-4:20pm | Bino John | Acceleration of Drug Development: Applications |
and Opportunities for AI and Data Science in Pharma |
— Keynote Presentation
4:20-5:10pm | Yoshua Bengio | Exploring the Space of Drug Combinations |
using Active Learning |
All times are in the Eastern Standard Time zone.
bottom of page