Date
Notes Nick Lynch (Unlicensed)
Attendees
Goals & Discussions
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Comments since last meeting
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Would like to use a common template for defining these use cases
- What is the business issue/challenge that could be addressed with AI
- What would be the benefits?
- What could be the deliverables? And early pilots
- Who should we get involved?
- What aspects of the data needs addressing, eg
- Is about Quantity of data
- Labelling?
- Risks & issues (Could be a checklist to rank likelihood of success)
- Minimal set of data points
- Widely observed issue or small community
- Impact on drug discovery process. How does it impact a drug project
- Critical Metadata (minimum information standards for area)
- Confidence in each of the data sets being used/combined
- Domain knowledge for the area
- Alignment to FAIR principle
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- Early delivery in 4-5 months, second delivery year end?
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- create a business case(s) for funding by mid Feb 2018 to pitch to groups and present at London Conference
Timing:
To select business use case(s) areas is our key priority
Emerging Data Areas
| Item | Summary |
|---|---|
| Use Cases | Where are the current pain points: We hope to identify these top down from known areas or in other ways |
| Data | Need to select areas that have enough data and that this data is accessible or can be made accessible easily. Longer terms goals to encourage best data access in parallel with other initiatives |
| Toxicology | Is this Pre-clinical, clinical or post marketing? Can we link to ETox data sources and other groups who are collecting data |
| Instrument & Lab data | How to best include Devices and sensors not just from lab but wider data collection tools Possible focus on maintenance information and prediction of issues |
| Rare Disease areas | Are there suitable groups to partner here?* Building on Hackathon example from 2017 (frederick ataraxia disease) |
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There is potential value in publishing the use cases and discussion there
Action items
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All to read and comment on business case document
- Need to add use cases and examples
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- Drawing other industry examples including non Life Sciences
- See Affrozy section above
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Quick review of current AI uses (Imaging, QSAR activity, others)
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