I'm surprised this took so long. GWAS is hard because of nonlinear and complex relationships between individual components (genes), object recognition is complex because of complex relationships between individual components (pixels).

In 2012, the latter is essentially solved. In 2017, people start applying it to the former.

https://www.google.com/search?q=deep+learning+gwas&ie=utf-8&oe=utf-8