Goal 2: Reduce Human Disease

Defining percision medicine based on biological signatures

What are the unique bio-informatics time-series signatures that identify health, disease, response to therappy and can predict impending deterioraiton and select correct therapes base don individual patient performance characteristics.

Tags (Keywords associated with the idea)

Is this idea a Compelling Question (CQ) or Critical Challenge (CC)? : Critical Challenge (CC)

Details on the impact of addressing this CQ or CC :

Use machine learnign principles to data mine complex biological time series signals to define patterns uniquely characterizing health, disease, improvement in response to therapy and the lack thereof.

Feasibility and challenges of addressing this CQ or CC :

Need high quality time series data linked to low dimensional demographic data and treatment records to create a library of similar experiences defining cohorts.

Name of idea submitter and other team members who worked on this idea : HIPPA compliant data sharing across institutions

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Idea No. 639