AI Data Group 12 Dec 2017 Action Minutes
Date
Notes Nick Lynch (Unlicensed)
Attendees
Dennis, Afrozy, Frederik, Terry, Ian, Jabe, CJ, Nick, Ted
Goals
To identify business use cases where AI could support and enhance an area.
To enable this AI approach by identifying key data quality needs, data sources & access & data benchmark sets
Validate the AI approach with an exemplar AI pilot solution
Initial pilot phase should be realistic to be funded as a pilot and show early value
Larger projects will be listed and can be used for later stages
- Possible AI Data Manifesto
Presentation Material
Timing:
To select business use case(s) and create a business case(s) for funding by mid Feb 2018 to present at London Conference
Discussion items
| 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 data | How to best include Devices and sensors not just from lab but wider data collection tools |
| Laboratory Data | Possible focus on maintenance information and prediction of issues |
| Rare Disease areas | Are there suitable groups to partner here?* Building on Hackathon example |
*Ian is a member of the Rare Diseases GO-FAIR group (Marco Roos and Barend Mons) at Leiden, NL. Inaugral meeting is next week.
There is potential value in publishing the use cases and discussion there
Action items
- Document Areas for AI Community
- Data Group Folder
- Working Document for ideas beyond business case
All with use cases - please add to the business case document
Examples from the meeting
CJ - Clinical Data from Wearables and their analysis compared to current challenges of paper recording
Afrozy - Commercial data scenarios but also the data best practice applied to that
Ted - Sepsis prediction, Morphology, Bone suppression
- Ian - Rare Disease GO-FAIR network - opportunity for AI use case?
- Jabe, Dennis, Frederik - Best Practice for data
- Drawing other industry examples including non Life Sciences
Industry Examples of AI usage: Terry, Ian
Quick review of current AI uses (Imaging, QSAR activity, others)
- Lessons from Hackathon - Nick to write to participants