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Today while I was taking the machine learning course in Coursera, I was thinking what could the applications of machine learning could be and then saw this article and the relevance of machine learning.
I head up the scientific computing team at IHME (the institute the article talks about), happy to answer questions.

I started out doing a fellowship [0] there, it was a great first job.

[0] http://www.healthdata.org/get-involved/fellowships

Thanks for the opportunity. This is an interesting project, and the linked graphs are intriguing:

http://vizhub.healthdata.org/gbd-compare/#

Questions: How are DALYs attributed to various risk factors? Assuming this is extracted from the data itself, what model do you use to isolate causation from correlation?