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Symposium Day 1: Applications
7:00 AM PDT / 5:00 PM EEST
Welcome to CytoData 2020
Berton Earnshaw, Imran Haque
Session 1: COVID-19
Session 2: Machine learning for drug discovery
10:00 AM PDT / 8:00 PM EEST
Fortune-telling with Images: Cell Painting for discovering drugs
Shantanu Singh, Juan Caicedo, Gregory Way
The Broad Institute of MIT and Harvard
Lightning Talks
11:20 AM PDT / 9:20 PM EEST
Understanding Chemical-Genetic Interactions: Morphological screens of pairwise perturbations
Loan Vulliard
Max Perutz Labs Vienna
11:30 AM PDT / 9:30 PM EEST
Patient-by-patient deep transfer learning for 3D-image-based drug response profiles in pediatric tumor cells
Yannick Berker
German Cancer Research Center (DKFZ)
11:50 AM PDT / 9:50 PM EEST
Deep learning for the detection of potential anti-inflammatory drug leads
Tannia Lau
UC Santa Cruz
Social groups
CytoData breakouts

OCT. 22

Symposium Day 2: Methods
7:00 AM PDT / 5:00 PM EEST
Berton Earnshaw, Imran Haque
Session 3: Advances in machine learning methods
Lightning Talks
Session 4: Data sets, pipelines and platforms
10:15 AM PDT / 8:15 PM EEST
Elements of Scalable and Reusable Data Pipelines for AI/ML and Beyond
Petr Votava
Lightning Talks
Social groups
CytoData breakouts

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