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- Introduction Eric Green
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Genomics, Imaging and AI - Ewan Birney
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- 1 - Introduction Eric Green
- 2 - Opening Remarks Ewan Birney
- 3 - About the European Molecular Biology Laboratory EMBL
- 4 - Current challenge in life sciences
- 5 - Understanding biology: same approach since the 1960s!
- 6 - Successive technology innovation
- 7 - Axes of improvement
- 8 - What has this enabled?
- 9 - Scientific services: Imaging across scales
- 10 - Three examples of new imaging modalities
- 11 - AI / Machine Learning
- 12 - Deep Learning
- 13 - Key elements for AI
- 14 - "Labelling" deep learning
- 15 - AlphaFold: accelerating scientific discovery in protein folding
- 16 - Deep learning by alternative maths infrastructure
- 17 - Open, organised fundamental biomolecular data
- 18 - Data resources at EMBL-EBI
- 19 - Global BioData Coalition
- 20 - Secondary use of genomics and imaging from Healthcare
- 21 - Computing environments: hardware GPUs with optimised data access
- 22 - Global Alliance for Genomics and Health GA4GH
- 23 - GA4GH in a Global Learning Health System
- 24 - Evolving the workforce
- 25 - Example 1 basic research ; The Nuclear Pore
- 26 - Example 2 Clinical operations
- 27 - Examples of profound changes in outcome
- 28 - Questions and Answers
